ReadEdit

description: Batch file read and edit MCP server that consolidates multi-file operations into single tool calls, reducing token usage by 80-95% for refactoring tasks.


Reading Companion

kind: mcp

description: A 4-stage reading companion that guides users through structured interviews to discover preferences, generates curated book recommendations with thoughtful sequencing, and maintains detailed progress tracking with reflective logging stored locally in markdown format.


Real Estate Data Manager

description: Provides mock real estate data management with property listings, agent profiles, client databases, and market analytics for Riverside, California, enabling property search, client-property matching, market analysis, and area comparisons.


ReCode

description: Integrates with the ReCode VS Code extension to provide access to code history and change tracking data, enabling analysis of coding patterns, debugging assistance based on historical changes, and contextual code recommendations by leveraging temporal development data.


Red Hat OpenShift AI

description: Integrates with Red Hat OpenShift AI clusters through Kubernetes APIs to list pods and workbenches within specified namespaces for DevOps workflows, cluster monitoring, and machine learning workload management.


Reddit

description: Integrates with Reddit to fetch and analyze posts, comments, and trends across subreddits for content curation and social media insights.


Redshift

description: Provides secure Amazon Redshift database access with configurable permission modes (readonly, readwrite, admin) that enforce SQL operation restrictions, featuring automatic connection management, schema discovery, query execution, and built-in command filtering to prevent dangerous operations.


ReNoUn

description: Structural risk telemetry for crypto markets, classifying regimes as bounded, active, or unstable with stability half-life predictions.


Replicate Flux

description: Connects to Replicate's image generation models, enabling text-to-image creation with automatic cloud storage of results for seamless visual content integration.


Resource Hub

description: Centralizes shared tools and configurations for MCP environments, enabling consistent resource access across teams and projects.


RetellAI Voice Services

description: Integrates with RetellAI's voice services for creating and managing phone conversations, enabling call initiation, agent configuration, and voice selection for tasks like customer service, appointment scheduling, and information gathering.


RF Tools

description: Provides 203 RF and electronics calculators plus 13 server-side simulation tools from rftools.io for engineering calculations and analysis.


Rhino 3D

description: Integrates with Rhino 3D's Python scripting environment to enable generation and manipulation of 3D models through geometry creation tools, with all operations requiring explicit user consent via dialog prompts.


description: Connects Rhino3D to Claude through a WebSocket bridge, enabling AI-assisted 3D modeling capabilities for creating and manipulating geometry, running Python scripts, and interacting with the modeling environment.


Rigol DHO824 Oscilloscope

description: Control and query Rigol DHO824 oscilloscope for waveform capture and measurements


Riksarkivet

description: Integrates with the Swedish National Archives (Riksarkivet) data platform to search transcribed historical documents, retrieve full page contexts with ALTO XML parsing, explore IIIF collections, and access OAI-PMH metadata records for document discovery and historical research.


rmcp Server Kit

description: Production-grade Rust framework for building authenticated, observable MCP servers over Streamable HTTP.


Roam Research

description: Integrates with Roam Research to enable searching, creating, and manipulating graph content for automated note-taking and intelligent information retrieval.


Roblox Studio Bridge

description: Bridges Roblox Studio with external systems through a Node.js server and Lua plugin architecture, enabling real-time game object manipulation, script management, lighting control, and Luau code execution for AI-assisted game development and automated level design workflows.


Room

description: Enables creation and interaction with virtual rooms in a peer-to-peer space, facilitating multi-agent collaboration and communication in decentralized environments.


Router

description: Aggregates multiple MCP resource servers into a unified proxy, enabling centralized access, request routing, and response aggregation.


RubyGems

description: Provides comprehensive Ruby ecosystem information including gem versions, changelogs, download statistics, reverse dependencies, and Ruby release data through RubyGems.org and GitHub APIs with intelligent caching and pagination for development workflow optimization.


Rust Docs

description: Fetches and returns Rust crate documentation from docs.rs, providing essential context for working with Rust code.


S3 Uploader

description: Uploads images to Amazon S3 from local files or macOS clipboard and generates presigned URLs for sharing.


Safari Automation

description: Native Safari browser automation on macOS with 80 tools via AppleScript and JavaScript, requiring no external dependencies.


Safe Wallet

description: Enables interaction with Safe smart contract wallets for querying transactions, retrieving multisig details, and decoding data using the Safe Transaction API.


Salesforce Cloud

description: Salesforce CRM integration providing opportunity intelligence, conversation analysis, business case generation, and CRUD operations.


SAP BTP

description: Queries SAP Business Technology Platform service catalog, instances, destinations, and plan recommendations.


Scaffold Generator

description: Generates code scaffolding for modern web applications using template-based boilerplate creation and feature addition with variable substitution, conditional file inclusion, and schema validation for rapid prototyping and consistent development patterns.


Scholarly (arXiv)

description: Integrates with arXiv to enable keyword-based searching and retrieval of academic articles for research assistance and literature reviews.


SearXNG

description: Enables language models to perform web searches through SearXNG, a privacy-focused metasearch engine, with customizable parameters like categories, time ranges, and pagination.


SearXNG by aicrafted

description: Provides web search capabilities by integrating with a self-hosted SearXNG instance.


Secret Management

description: Store and write secrets to .env files without exposing values


Secure GitHub Ops

description: GitHub automation server with approval gate pattern requiring explicit admin approval for all write operations.


Selenium

description: Automates web browser actions with Selenium WebDriver.


Semantic Frame

description: Token-efficient semantic compression for numerical data


Semantic Scholar

description: Integrates with Semantic Scholar's academic database to search research papers, retrieve author information, analyze citation networks, and discover paper recommendations for literature reviews and academic research workflows.


Sensei

description: Transforms engineering standards from passive documentation into an active mentor by intelligently injecting relevant portions of a 57-section rulebook based on file types and operations, maintaining session memory of architectural decisions, and providing validation tools for consistent code quality and architectural compliance across development teams.


Seq

description: Integrates with Seq's API for retrieving signals, events, and alert states, enabling real-time insights into application logs and system performance metrics.


Serial Port Communication

description: Enables serial port communication with embedded devices and hardware through configurable connection parameters, multiple data encodings, and session management for IoT development, firmware debugging, and hardware automation.


ServiceNow

description: Comprehensive ServiceNow platform integration with 400+ tools spanning ITSM, ITOM, HRSD, CSM, SecOps, GRC, Flow Designer, scripting, and multi-instance management.


Session Forge

description: Persistent session memory with decision logging and dead-end tracking for coding assistants.


Shodan

description: Integrates with Shodan's network intelligence capabilities to provide cybersecurity analysts with tools for host information lookup, vulnerability analysis, network scanning, and security alerts management for effective reconnaissance and threat hunting.


Shopify

description: Integrates with Shopify's GraphQL API to enable comprehensive store management, including product, customer, order, and discount operations.


Sidekiq

description: Integrates with Sidekiq background job queues to provide real-time monitoring, job management, and queue operations including retry/deletion/rescheduling capabilities, worker utilization tracking, and failure investigation through 20+ specialized tools.


SignalPipe

description: Agentic sales pipeline that detects buying-intent signals across the web, drafts AI-powered outreach, and nurtures prospects from cold to closed.


SiliconFlow Voice Transcription

description: Provides voice transcription capabilities by processing audio files with the FunAudioLLM/SenseVoiceSmall model, returning text with confidence scores for AI workflows.


Simple OpenAI Assistant

description: Create and manage conversations with OpenAI assistants.


Simple PubMed

description: Access PubMed's medical research database via the Entrez API for biomedical literature search and analysis.


Simple Timeserver

description: Access accurate local and UTC time information.


Sitecore

description: Enables AI interaction with Sitecore CMS instances


SketchUp

description: Ruby plugin for SketchUp 3D modeling with geometry creation, entity transformation, material assignment, and model introspection via TCP bridge.


Skill Ninja

description: Enables discovery, installation, and management of reusable agent skills from GitHub repositories with a curated skill index and workspace analysis for personalized recommendations.


Skill Swarm

description: Automates skill discovery, trust evaluation, and installation from multiple registries for coding agents with security scanning and usage tracking.


description: CLI tool that converts SKILL.md markdown documents into deployable MCP server packages.


SkillHub

description: Converts Claude-style skills into MCP tools for cross-client reuse.


SkillSync

description: Security-gated skill management server that scans GitHub repositories against 60+ threat patterns before allowing installation to Claude Code and other MCP clients.


Slideshot

description: Convert HTML to PDF, PNG, WebP, and PPTX slide carousels with 11 presentation themes.


SlimContext

description: Chat history compression with token-based trimming and AI-powered summarization


Smart Data Models

description: Provides AI assistants with access to Smart Data Models schemas for querying, validating, and discovering data models across domains.


Social Media

description: Provides team-based social media functionality enabling authentication, post creation with tags and threading, and filtered post reading for multi-agent collaboration scenarios.


Solana

description: Integrates with Solana blockchain using Web3.js, enabling automated transactions, smart contract deployments, and blockchain analytics.


Solana Docs

description: Fetches and parses Solana blockchain documentation, enabling real-time access to development information for accurate query responses and blockchain-related assistance.


Solr Vector Search

description: Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured data repositories without direct database access


Sonic Pi

description: Enables music creation and sound manipulation through Sonic Pi by sending OSC messages for playing notes with customizable synth parameters and executing arbitrary code.


SOUL.md Agent Identity

description: Validate and generate SOUL.md agent identity files from Claude Desktop.


Spec Kit

description: Integrates with GitHub's Spec Kit templates and specify-cli tool to guide specification lifecycle including constitution establishment, requirement specification, technical planning, task breakdown, and implementation guidelines for systematic specification-driven development practices.


Spine Animation

description: Automate Spine skeletal animation workflows via the official Spine CLI, with tools for export, JSON animation generation, skeleton analysis, and animation presets.


SpotDB

description: Provides direct access to an ephemeral DuckDB instance for CSV file uploads, SQL query execution, and database snapshots through a lightweight Go-based server with WebSocket support and S3 integration for temporary data analysis workflows.


Spurs Blog (Pounding The Rock)

description: Provides San Antonio Spurs basketball news by scraping the Pounding The Rock blog, offering tools to retrieve articles, search content, extract game results, and get player information with recent mentions.


SQL Server

description: Integrates with SQL Server databases to execute queries, manage schemas, run stored procedures, and perform data operations across single-database and server-wide contexts with support for both on-premises and Azure SQL Database environments.


SQLite Database

description: Provides secure SQLite database interaction with schema inspection and query execution capabilities for data analysis, content management, and application development workflows.


SquadCo

description: Provides AI coding assistants with structured access to SquadCo's payment API documentation for Nigerian fintech integration.


SSH

description: Provides secure remote server management capabilities through SSH connections, automatically discovering hosts from SSH configuration files and executing commands, transferring files, and managing connectivity using native SSH and SCP commands.


Star Wars API

description: Provides access to the Star Wars API for retrieving and paginating through planet information from the Star Wars universe.


Stash

description: Persistent agent memory with 8-stage knowledge consolidation using PostgreSQL and pgvector.


Statcast

description: Queries MLB Statcast data from Baseball Savant, FanGraphs, and Baseball Reference using natural language.


Status

description: Provides access to over 1,700 status page links with fuzzy search, detailed service information retrieval, and intelligent status page fetching that handles JavaScript-rendered pages, RSS feeds, and various formats for monitoring service health and incident tracking.


StdoutMCP

description: Lightweight server that captures and manages stdout logs from multiple processes through a named pipe system, maintaining a 100-entry log history and providing robust querying and filtering capabilities for debugging and real-time monitoring.


Stellarium

description: Control Stellarium planetarium software via its Remote Control HTTP API.


Stern Philosophical Mentor

description: Provides a philosophical mentor named Stern who combines rationalist thinking, stoic philosophy, and psychological insights with smart contract-based accountability for personal growth commitments.


Sticky Notes

description: Enables creation, reading, and management of personal notes directly within conversations through a lightweight text-based storage system


Straight Connect

description: Communication service connectors framework with multi-account Telegram support, tiered permission levels, per-account URL routing, and chat whitelisting for secure bot interactions.


Strata

description: Self-hosted AI memory server providing persistent memory on your own hardware.


Strawbery Unicode Character Counter

id: pulsemcp/strawbery unicode character counter

description: Provides Unicode character counting and position tracking for text analysis with support for CJK and multilingual content.


Structured

description: MCP server and CLI tool for the Structured task management app, enabling AI-driven task creation and management via browser store integration.


Structured Data Validator

description: Validates structured data against schemas for AI workflow quality assurance.


Stumpy

description: Persistent AI agents that run 24/7 in Slack, Telegram, SMS, or email.


StyleMCP

description: Brand rules for AI outputs. Validate and rewrite text to match your brand voice.


Substack Ops

description: Substack content management and engagement automation — browse posts, reply, restack, and run automations via 26 tools.


Sui

description: Queries the Sui blockchain via 29 tools spanning gRPC fullnode, GraphQL RPC, and archival endpoints with LLM-friendly responses.


Summarizer

description: Provides intelligent summarization capabilities for various types of content.


Supabase

description: Integrates with Supabase to enable natural language-driven database schema exploration, management, and read-only SQL query execution.


Supernotes to Obsidian

description: Automates importing Supernotes exports into Obsidian daily notes, formatting content and adding wikilinks for seamless note migration.


Sutra

description: Context engineering engine with cognitive tools and memory structures


Swagger/Postman API Explorer

description: Simplifies API access by transforming complex OpenAPI/Swagger specifications into just four strategic tools for endpoint discovery, information retrieval, search, and authenticated request execution


Swiss Whale Intelligence

description: Provides BTC and ETH whale forensics with methodology-transparent analysis across 30 tools.


SymPy Calculator

description: Provides symbolic mathematics capabilities through a Python-based server that leverages SymPy for complex calculations, equation solving, and mathematical manipulation.


Synthetic Search

description: Provides web search capabilities through the Synthetic Search API, returning structured results with titles, URLs, descriptions, and publication dates.


System Info

description: Provides real-time system information including CPU, memory, disk, and GPU statistics through a simple API endpoint for monitoring and diagnostic purposes.


System Resource Monitor

description: Provides real-time system monitoring metrics including CPU, memory, disk, network, battery, and internet speed through both comprehensive snapshots and targeted tools for diagnosing performance issues without leaving conversations.


Tagesschau

description: Provides a bridge to Tagesschau's news API for retrieving and analyzing German news articles across categories like domestic, foreign, economic and sports coverage


Tavily Extract

description: Integrates with the Tavily API to extract web page content, enabling efficient web scraping capabilities for projects requiring content extraction.


Tavily Search

description: Integrates with the Tavily API to provide web search capabilities, enabling internet searches and fact-checking for up-to-date information retrieval.


Team Manager

description: MongoDB-native MCP control plane for multi-agent orchestration with planning, routing, memory, and audit trails.


TeamRetro

description: Provides a bridge to TeamRetro's team management platform for creating and managing teams, users, and members through natural language commands with authentication support.


Telegram

description: Enables Claude to monitor and respond to Telegram messages by accessing chat lists, reading conversations, and sending replies that match the user's texting style through Telethon API integration.


Templonix Lite

description: Local AI agent infrastructure with FAISS-based vector memory, document ingestion, workflow templates, and integrations with Gmail, Google Calendar, Eraser.io, and Jina.


Tencent Ads

description: MCP server exposing 358 tools for the Tencent Ads Marketing API v3.0 with OAuth token auto-refresh.


Terminal

description: Enables secure interaction with specified directories on a user's system through a command-line interface for file management and system automation tasks.


Terminal Guardian

description: Provides secure sandboxed terminal access with risk analysis and deny-by-default security controls.


ThingsBoard

description: Connects AI to ThingsBoard IoT platforms for retrieving device telemetry data and attributes, enabling monitoring and analysis of IoT device information.


Think Tool

description: Provides a structured thought process management system for maintaining explicit reasoning steps, policy verification, and tool output analysis through persistent memory storage


ThreadMap

description: Conversation drift visualization and context tracking for Claude.


TikTok Ads

description: Integrates with TikTok's Business API to provide campaign management, performance analytics, creative asset handling, audience targeting, and automated report generation for advertising workflow automation across multiple advertiser accounts.


Time

description: Integrates with Spring AI to provide time-related services, enabling precise time management and scheduling functionalities in Java applications.


TinyPNG

description: Integrates with TinyPNG API to compress and resize both local and remote images with detailed optimization statistics for efficient image processing workflows.


Todoist

description: Create and manage tasks in Todoist through natural language.


Token Economist

description: Estimates LLM token costs and compresses prompts before execution.


Toolbox

description: Integrates with external APIs and services to provide command execution, Figma file interaction, and file operations, enhancing LLM capabilities for UI/UX design, file management, and service interactions.


ToolTrust Scanner

description: Scans MCP servers for prompt injection, data exfiltration, and privilege escalation vulnerabilities.


TOON Context

description: Converts verbose JSON structures to compact TOON format, achieving 40-60% token reduction while maintaining complete data integrity through intelligent pattern detection and automatic compression strategy selection.


TOON Parse

description: Reduces LLM context by removing code comments and converting data formats to compact TOON notation.


TouchDesigner

description: Provides a bridge between TouchDesigner visual programming environment and natural language commands, enabling real-time control of nodes, properties, and Python script execution for interactive digital art and installations.


Tradovate

description: Integrates with the Tradovate trading platform API to enable futures contract management, position monitoring, and order execution with real-time market data and offline capabilities.


Translate (DeepL)

description: Provides a translation service using DeepL API, enabling seamless text translation between multiple languages with dynamic language selection and easy integration into workflows.


Transport for London

description: Provides real-time London transport data including tube line status, detailed disruption information, and comprehensive journey planning between any London locations or UK postcodes with intelligent location disambiguation and multi-modal route options.


Trello

description: Integrates with Trello's REST API to manage boards, lists, cards, labels, and actions with batch operations, comment management, and comprehensive project tracking capabilities.


Tribal (Error Knowledge Base)

description: Stores and retrieves programming error knowledge through vector similarity search, enabling development teams to build a shared database of errors and solutions.


Trilium Notes

description: Connects to Trilium Notes through its ETAPI for creating, editing, and searching notes, managing hierarchical relationships, adding metadata, and organizing content with calendar-based structures.


Trino (SQL Query Engine)

description: Connects AI systems to Trino/Iceberg databases for SQL execution, data exploration, and table optimization with seamless connection management and catalog navigation.


TrueRAG Compliance Policies

description: Integrates with a TrueRAG GraphQL API to provide state-specific policy information for legal compliance checks, analysis, and regulatory guidance.


Twikit

description: Integrate with X (Twitter) for social media data analysis.


TwinCAT Validator

description: Validates, auto-fixes, and scaffolds Beckhoff TwinCAT 3 XML files with IEC 61131-3 OOP checks and deterministic code quality pipelines.


Twitter

description: Integrates with Twitter to enable search, timeline viewing, tweet posting, and direct messaging capabilities through the Twikit library with built-in rate limiting and markdown formatting.


Twitter Search

description: Enables Claude to search Twitter with natural language queries, filtering by keywords, users, dates, and engagement metrics with formatted markdown results.


UI Analyzer

description: Analyzes website UI using Playwright browser automation to detect layout issues, identify broken elements, and generate precise CSS/HTML fixes with framework-specific solutions for React, Vue, Angular, and popular UI libraries.


UI Ticket

description: Human-to-AI code review bridge for UI prototypes with browser annotations.


UK Standards

description: Provides access to 328 UK cybersecurity controls across 28 frameworks including Cyber Essentials, NCSC CAF, and NHS DSPT.


Unichat

description: Interact with multiple LLM chat APIs through a unified interface.


Unichat (TS)

description: Integrates multiple language models via the unified Unichat tool, enabling seamless interaction across OpenAI, MistralAI, Anthropic, xAI, and Google AI platforms.


Unity Editor

description: Integrates with Unity Editor through HTTP transport to enable real-time GameObject manipulation, component management, asset control, scene operations, and build pipeline automation for game development workflows.


Universal Database

description: Provides unified connectivity to PostgreSQL, MySQL, and SQLite databases with automatic schema discovery, query recommendations, and a web frontend for interactive database exploration and administration.


UnknownCheats

description: Scrapes and searches the UnknownCheats security forum with Cloudflare bypass using 6 tools.


Unreal Engine

description: Enables AI interaction with Unreal Engine through a TCP server that exposes scene manipulation, material creation, and blueprint generation capabilities via a modular command system.


Up Banking

description: Read-only Up Banking (Australia) integration for account balances, transactions, and spending category analysis


URL Text Fetcher

description: Extracts visible text content and hyperlinks from web pages using requests and BeautifulSoup4 for web scraping, content analysis, and link discovery workflows.


URL2SNAP (Website Screenshot)

description: Captures website screenshots through the Abstract API and serves them locally, enabling visualization of web content without requiring direct site visits.


US Healthcare Analytics

description: 13 MCP servers with 69 tools for US public healthcare analytics covering CMS, Census, BLS, and HRSA data.


VantaGate

description: Human-in-the-loop approval system for AI agents with OpenAPI integration.


Vapi

description: Integrates with Vapi voice AI platform to manage assistants, calls, phone numbers, workflows, and analytics while enabling voice infrastructure control and conversation data analysis.


Venmo

description: Integrates with Venmo for sending money, requesting payments, searching users, and managing transactions.


Vibe HN Index

description: Index source code into a local knowledge base with keyword, semantic, and hybrid search modes.


VibeCraft

description: AI-powered WorldEdit for Minecraft with 50+ tools for natural language building, terrain generation, and pattern placement


Video Edit (MoviePy)

description: MoviePy-based video editing server that provides comprehensive video and audio processing capabilities including trimming, merging, resizing, effects, format conversion, YouTube downloading, and text/image overlays through an in-memory object store for chaining operations efficiently.


Video Editor

description: Edits videos locally via FFmpeg with 15 tools for trimming, merging, subtitles, color grading, and social media export.


Video Streaming Search

description: Searches Chinese video streaming platforms for TV series and anime playback URLs with Xiaomi TV integration.


Video URL Analyzer

description: Analyzes YouTube, TikTok, and Instagram videos through Gemini-powered transcription, content analysis, Q&A, and tutorial step extraction.


VideoCapture

description: Provides webcam access for capturing still images with camera control features including brightness adjustment, resolution settings, and basic image transformations through OpenCV


Vikunja

description: Integrates with Vikunja self-hosted task management to enable project and task operations including kanban boards, labels, comments, assignees, and bulk operations with safety controls for destructive actions.


Vision Relay

description: Bridges Google Gemini and Alibaba Qwen vision models through CLI tools to provide image analysis capabilities from local files, URLs, or base64 data with automatic validation and configurable execution parameters.


VMware vSphere

description: Manages VMware vSphere infrastructure through the govc CLI with 55 typed tools covering VM lifecycle, snapshots, datastores, and networking.


VSCode Workspace

description: Integrates with VSCode to provide real-time workspace access, enabling file reading, code analysis across multiple languages, command execution, and automatic detection of recently accessed files and active projects.


VulniCheck

description: Python vulnerability scanner with Docker security analysis and secrets detection


Wait

description: Provides a wait tool for pausing execution until a time duration passes or a monitored process terminates.


Walmart Ads

description: Walmart Connect Ads API integration for Sponsored Search and Display campaign management.


Web Content Extractor

description: Extracts and processes web content for use in AI workflows.


Web Security Scanner

description: Enables automated web security testing for XSS and SQL injection vulnerabilities through Playwright-powered browser automation with screenshot capture and comprehensive error handling.


Webpage Screenshot

description: Captures visual screenshots of web pages using Puppeteer with support for authenticated workflows, manual login sessions with cookie persistence, and browser session management for monitoring protected applications and automated testing.


WebShift

description: Denoised web search — fetch, clean, and rerank web content for AI agents with strict size budgets.


Website Downloader (Windows)

description: Windows-compatible website downloader for efficient web content retrieval and storage, leveraging asynchronous processing and concurrent downloads for tasks like web scraping and content archiving.


WeChat

description: Automates WeChat messaging through GUI automation and Windows controls, enabling text message sending for customer service, bulk messaging, and communication workflows where direct API access is unavailable.


WeChat Digest & Bluesky Publisher

id: pulsemcp/wechat digest & bluesky publisher

description: Dual MCP services for curated WeChat article digest delivery and Bluesky social publishing.


Why Did You Render

description: Captures React re-render reports from the browser and exposes them to AI coding agents for performance debugging.


Wiki Agent

description: MCP server for personal wiki and knowledge management that converts URLs, PDFs, audio, and video into Obsidian notes.


Wikipedia

description: Provides direct access to Wikipedia content through five tools for searching, retrieving summaries, accessing full articles, getting random pages, and changing languages.


Windows Command Line MCP Server

id: pulsemcp/windows command line mcp server

description: This server creates a secure bridge between Claude and your computer's command-line functionality.


Withings

description: Integrates with Withings health devices for sleep metrics, body measurements, workouts, ECG recordings, and activity tracking


Wolfram Mathematica

description: Bridges to Wolfram Mathematica for executing Wolfram Language code in secure, session-based environments with animal-themed identifiers, enabling mathematical computations, symbolic algebra, data analysis, and scientific modeling tasks.


WooCommerce

description: Comprehensive WooCommerce store management with 101 tools for products, orders, customers, coupons, shipping, and more.


WordPress & WooCommerce

description: Integrates with WordPress and WooCommerce REST APIs to provide complete site management including posts, pages, users, products, orders, customers, and administrative functions with support for media uploads, batch operations, and e-commerce features like product variations and payment gateways.


Workflows

description: Provides specialized software development tools through a data-driven configuration system that loads tool definitions from YAML files for thinking, coding, and GitHub integration workflows


Workspace

description: Provides secure filesystem access, command execution, and web preview capabilities with multi-tenant isolation, document processing, and sandboxed execution environments.


World Bank Data

description: Connects to World Bank open data API for exploring and analyzing global socioeconomic indicators and development trends.


description: Pay-per-use tool API for AI agents with free tier, x402 USDC micropayments, and API key access.


Xiaohongshu

description: Automates content creation and publishing on Xiaohongshu (Little Red Book) including AI-generated posts and cover images.


XiaoHongShu (Little Red Book)

description: Integrates with XiaoHongShu (Little Red Book) through browser automation to enable authentication, content discovery, social interaction, and publishing with support for images and videos.


Xiaozhi Location

description: Integrates with the xiaozhi-app Android device framework to retrieve real-time location data including GPS coordinates, altitude, and accuracy measurements from mobile devices using multiple location providers for navigation, geofencing, and location-based services.


Ya-Frida

description: Comprehensive Frida dynamic instrumentation toolkit with 59 tools for device management, process control, script injection, memory operations, and ADB integration.


Yahoo Finance

description: Integrates with Yahoo Finance to provide real-time stock market data, financial statements, company information, earnings reports, and news for informed investment analysis and research.


Yandex Tracker

description: Integrates with Yandex Tracker for comprehensive issue management, queue operations, user management, and project data access with OAuth 2.0 authentication and Redis caching support.


Yourware

description: Enables direct uploading of web projects to yourware.so hosting platform without leaving your development environment


YouTube

description: Zero-configuration YouTube integration with transcript extraction and video search.


YouTube DLP

description: Extracts YouTube video metadata, subtitles in multiple languages, and top comments using yt-dlp with proxy support for content analysis and accessibility workflows.


YouTube Transcript

description: Fetch and analyze YouTube video transcripts.


YouTube Uploader

description: Provides OAuth2-authenticated YouTube video uploading with automatic token management, channel retrieval, and comprehensive metadata configuration for content creators and automation workflows.


Zabbix

description: Integrates with Zabbix 7.4 monitoring infrastructure with 86 tools, read-only mode, and 96% test coverage.


Zikkaron

description: Biologically-inspired persistent memory engine with 26 cognitive subsystems including Hopfield networks, predictive coding, and hippocampal replay.


ZIP Compression

description: Enables direct file compression and decompression operations using ZIP format through fastMCP and zip.js utilities for efficient file handling within conversations.


Zoho Creator

description: Integrates with the Zoho Creator API to provide forms and reports capabilities.


Zotero

description: Connects Zotero reference libraries to AI assistants for natural language search, citation management, and bibliography export.


Âm Lịch Vietnamese Calendar

description: Convert dates between the Gregorian solar calendar and the Vietnamese lunar calendar.


fli

description: Google Flights MCP, CLI and Python Library


awesome-mcp-devtools

description: A curated list of developer tools, SDKs, libraries, and testing utilities for Model Context Protocol (MCP) server development.


awesome-mcp-servers

description: A collection of MCP servers.


vibe-check-mcp-server

description: Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks


description: Add your description here


description: MCP server for interacting with LLM traces - search, analyze, and debug your AI agent executions


description: Minecraft 服务器状态查询工具，支持 Java 版和 Bedrock 基岩版


description: MCP server for the 1up knowledge management platform — connect AI assistants to your 1up workspace


description: MCP server for the 1WLF Task Management System


description: v(irtual)MCP - Extend, Compose, Customize MCP servers


description: Resilient MCP stdio proxy for Microsoft Dynamics 365 Business Central — fork of microsoft/BCTech BcMCPProxyPython with reconnect, silent token refresh, and surfaced upstream errors.


description: MCP server for natural-language querying of 3DCityDB v5 semantic city models


description: MCP server for 5G DDoS detection using the NCSRD-DS-5GDDoS dataset


a-stock-mcp-server

description: A股实时行情MCP服务器 - 基于Model Context Protocol的A股数据查询工具


a-test-mcp

description: Add your description here


description: Accessibility expert MCP server — helps developers build accessible components with WAI-ARIA patterns, code review, and WCAG guidance.


description: MCP server for accessibility testing with Cloudflare bypass using Camoufox and axe-core


description: A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a transaction, get trust registry. Built by MEOK AI Labs.


description: Agent-to-Agent vs Master Control Program communication patterns


description: A bridge server that connects Model Context Protocol (MCP) with Agent-to-Agent (A2A) protocol


description: Bridge MCP with Google Agent2Agent Protocol — agent discovery, task delegation, A2A communication


description: MCP Server for A2A4B2B Agent Network


description: Python SDK for A2AMCP - Agent-to-Agent communication via Model Context Protocol


description: An MCP server for the Agent2Agent (A2A) protocol


description: The official Python Computer Client SDK for A2C-SMCP


description: MCP server for client-encrypted AI agent handoff checkpoints with WorkBaton and WorkStash.


aa-mcp-server

description: MCP server for read-only American Airlines AAdvantage account access — direct API calls via session cookies extracted from a Chromium login


aaaa-nexus-mcp

description: Claude Code MCP plugin for the AAAA-Nexus trust, security, and agent infrastructure API


aaaamcpuser

description: Add your description here


aagentic-terminal-mcp-prasad

description: An MCP which adds terminal capabilities to an agent.


aaman-qjh-echarts-mcp

description: Add your description here


aaman-qjh-mindmap-mcp

description: Add your description here


aapt-mcp-server

description: An MCP server that provides APK analysis capabilities using the Android Asset Packaging Tool (aapt)


aaron-add-mcp

description: Add your description here


aaron-sql-mcp-for-intern

description: Add your description here


aas-mcp

description: A Python Model Context Protocol (MCP) Server for Eclipse BaSyx to manage Asset Administration Shells (AAS)


abacum-mcp-server

description: Abacum MCP Server


abbe-mcp

description: MCP server for the Abbe Core API — AI workforce impact analysis across 922 U.S. occupations


abi-to-mcp

description: UCAI — The ABI-to-MCP Server Generator. Convert smart contract ABIs to AI-ready MCP servers.


ableton-live-mcp

description: Control Ableton Live with AI through the Model Context Protocol


ableton-live-mcp-server

description: MCP Server for Ableton Live


ableton-mcp

description: Ableton Live integration through the Model Context Protocol


ableton-mcp-extended

description: Extended Ableton Live integration with 76 tools through the Model Context Protocol


ableton-mcp-lofifren

description: Ableton Live MCP integration — fork of ahujasid/ableton-mcp adding a 33-personality style system, ~35 extra MCP tools, batch commands, and arrangement-view BETA


ableton-mcp-server

description: MCP server for controlling Ableton Live via Claude Code


ableton-mcp-u

description: Ableton Live integration through the Model Context Protocol - Upgraded Version


abraflexi-mcp-server

description: A comprehensive MCP server for AbraFlexi integration


abrasio-mcp

description: MCP server that exposes Abrasio as an agentic browser for AI models


abroad-mcp-server-qiangyang

description: 一个规范、可扩展的MCP（Model Capability Protocol）工具开发框架


abs-mcp

description: MCP server for the Australian Bureau of Statistics Data API. Hides SDMX behind plain-English tools, with curated mappings for Labour Force, CPI, ERP, Building Approvals, and Lending Indicators.


description: A MCP for AbuseIPDB API


ac-mcp-server

description: Official ActiveCampaign MCP Server


academia-mcp

description: MCP server that provides different tools to search for scientific publications


academic-assistant-mcp

description: Academic search and review generation MCP server


academic-figures-mcp

description: Academic figure agent harness for multi-step planning, generation, and evaluation through MCP


academic-mcp

description: A MCP server for searching and downloading academic papers from multiple sources.


academic-research-mcp

description: MCP server for academic literature search across 9 APIs (OpenAlex, Semantic Scholar, PubMed, arXiv, medRxiv/bioRxiv, CrossRef, Google Scholar, ORCID, Unpaywall)


acatome-mcp

description: MCP server exposing acatome-store tools


acatome-quest-mcp

description: Paper-request MCP: track, resolve, fetch (OA-only), and flag misconceptions for scientific papers


description: MCP server for ACC C2C Protocol — lets AI agents dispatch tasks, manage lifecycle, and query the C2C API via API Key.


accela-mcp

description: Model Context Protocol server for the Accela Construct API


accessibility-ai-mcp

description: Accessibility Ai MCP server. Tools: check color contrast, suggest alt text, check heading hierarchy. Built by MEOK AI Labs.


accessibility-mcp-server

description: MCP-Server fuer Web-Accessibility-Checks: WCAG 2.1/2.2 Pruefung, Kontrast, ARIA, Formular-Validierung


accordo-workflow-mcp

description: Accordo MCP server with dynamic YAML workflow support


accounting-ai-mcp

description: MCP server for accounting ai. Features generate invoice, categorize expenses, calculate vat. From MEOK AI Labs.


accounting-subject-analysis-mcp-server

description: MCP Server for Accounting Subject Analysis Method - 提供根据科目/指标名称获取分析方法和输出样例的工具


aceflow-mcp-server

description: AceFlow MCP Server - AI-Driven Intelligent Workflow System with Contract-First Development, Memory Management, and 25 MCP Tools (4 Contract + 21 Workflow)


acemcp

description: MCP server for codebase indexing and semantic search with multi-encoding support and .gitignore integration


aceternity-mcp

description: A pipx application for Aceternity UI components - MCP server with CLI for discovery, recommendations, and installation.


acex-mcp-server

description: ACE-X MCP Server - Model Context Protocol server for ACE-X


acg-frontend-mcp

description: Add your description here


aci-mcp

description: ACI MCP server, built on top of ACI.dev by Aipolabs


acli-mcp-server

description: MCP server that wraps the Atlassian CLI (acli) into generic tools


acp-mcp

description: Serve ACP agents over MCP


acp-mcp-server

description: Bridge server connecting Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients


acquis-postgres-mcp

description: PostgreSQL Tuning and Analysis Tool (Acquis Fork)


acrf-mcp-scan

description: MCP server inventory and risk scanner. Implements ACRF-03 defense pattern.


actionai-mcp

description: ActionAI MCP HTTP client for Claude Desktop and other MCP-compatible applications


actionlayer-mcp

description: MCP server for ActionLayer — give Claude Code and other MCP hosts access to ActionLayer's browser-action catalog with human-in-the-loop credentials.


actions-latest-mcp

description: MCP server to fetch GitHub Actions versions from actions-latest


actionsMCP

description: This package provides the necessary parameters to perform actions on MCP


actionstep-mcp

description: MCP server for Actionstep API — full coverage for law firm practice management


active-claude-github-mcp

description: MCP server for active-claude-github skill — GitHub operations layer


activecamp-mcp

description: ActiveCampaign MCP Server


activitywatch-mcp-server-py

description: A Model Context Protocol server providing tools to interact with ActivityWatch time tracking data


acttrace-mcp

description: EU AI Act compliance — classify AI systems by risk and generate Article 50 transparency notices. API + MCP server for non-financial SaaS.


actvalue.lambda-mcp-server

description: A Lambda-based MCP (Model Context Protocol) server implementation


acumatica-mcp

description: MCP server for Acumatica ERP — 28 tools for queries, mutations, Generic Inquiries, inventory, shipments, reports, attachments, and audit history


ad-copy-ai-mcp

description: Ad Copy Ai tools for AI agents. Capabilities: generate ad copy, generate variants, create campaign. Built by MEOK AI Labs.


ad-creative-intelligence-mcp

description: Ad Creative Intelligence MCP


ad-material-mcp

description: Add your description here


ad-mcp

description: Add your description here


description: CircuitPython library for controlling a MCP23008 or MCP23017 I2C GPIO expander.


description: A CircuitPython library for working with the MCP2515 CAN bus controller


description: CircuitPython driver for the MCP3421 analog to digital converter


description: CircuitPython library for the MCP3xxx Analog-to-Digital converters.


description: CircuitPython library for MCP4725 digital to analog converter.


description: Helper library for the MCP4728 I2C 12-bit Quad DAC


description: CircuitPython library for the Adafruit MCP9600 breakout


description: CircuitPython library for MCP9808 high accuracy temperature sensor.


description: Python code to use the MCP3008 analog to digital converter with a Raspberry Pi or BeagleBone black.


description: Python code to use the MCP4725 digital to analog converter with a Raspberry Pi or BeagleBone black.


description: Library for accessing the MCP9808 precision temperature sensor on a Raspberry Pi or Beaglebone Black.


adam-calculator-mcp

description: adam 计算器 mcp 工具


adam-mcp

description: MCP server that exposes Adam Framework vault memory as tools for Claude Desktop, Cursor, and any MCP-compatible client


adaptive-agent-mcp

description: Self-Evolving RAG for AI Agents — A cross-app persistent memory system where agents autonomously write, retrieve, and evolve their knowledge


adb-mcp

description: MCP server for controlling Android devices and emulators via ADB


adb-mcp-server

description: A server implementation for handling ADB (Android Debug Bridge) communications using the Message Control Protocol (MCP)


adb-mysql-mcp-server

description: An offical mcp server for Adb MySQL of Alibaba Cloud


adbpg-mcp-server

description: AnalyticDB PostgreSQL MCP Server serves as a universal interface between AI Agents and AnalyticDB PostgreSQL databases. It enables seamless communication between AI Agents and AnalyticDB PostgreSQL, helping AI Agents retrieve database metadata and execute SQL operations.


adbpg-mcp-server-test

description: MCP server for AnalyticDB PostgreSQL


adcirc-mcp

description: MCP server for ADCIRC model setup debugging, parameter lookup, and configuration validation


add-mcp-server

description: A custom MCP Server example for PyPI.


add-stdio-mcp-server

description: Add your description here


addgene-mcp

description: MCP for Addgene - Plasmid Repository API


adelaidasofia-whatsapp-mcp

description: Python MCP server for whatsapp-mcp. Consumes the Go bridge REST API and exposes tools to Claude.


adfinmcp

description: An MCP server that interacts with all Adfin public APIs.


adguard-home-mcp

description: MCP server for AdGuard Home — wraps the local REST API. Supports stdio and streamable HTTP.


adif-mcp

description: ADIF MCP server — spec parsing, validation, and field enumeration tools


adiffy-meta-ads-mcp

description: Adiffy Meta Ads MCP Server — Model Context Protocol server for Meta Ads API


adiona-mcp

description: Let LLM use adiona mcp tools to search locations hotels etc


description: Azure Data Lake Storage Gen2 Model Context Protocol (MCP) service


admapix-mcp

description: AdMapix MCP Server — AI-powered ad creative search


admin-gen-mcp

description: Vue 3 + Element Plus + Spring Boot 鍏ㄦ爤浠ｇ爜鐢熸垚鍣?MCP Server


ado-mcp

description: An MCP server for Azure DevOps pipelines.


ado-workflows-mcp

description: MCP server exposing Azure DevOps workflow automation tools


adobe-cja-mcp

description: Model Context Protocol server for Adobe Customer Journey Analytics


adobe-mcp

description: Full Creative Cloud automation for Claude via the Model Context Protocol


adp-mcp

description: ADP MCP Bridge: Expose ADP Hypervisor resources as MCP tools


aduib-mcp-router

description: A Router service for MCP service discovery and routing.


advanced-seo-mcp

description: Professional SEO Analysis MCP Server for AI Agents (Ahrefs, PSI, Technical)


adversary-mcp-server

description: MCP server for security vulnerability scanning and detection


advisorfinder-mcp

description: MCP server for querying SEC-registered financial advisor data from IAPD and FINRA BrokerCheck


adx-mcp-server

description: MCP server for Azure Data Explorer integration


aeba-mcp

description: Reserved namespace.


aegis-mcp

description: A deterministic MCP server that maps threat-model context to actionable coding requirements.


aemet-mcp

description: AEMET API integration with MCP (Model Context Protocol)


aemo-mcp

description: MCP server for the Australian Energy Market Operator (AEMO) NEM. Plain-English access to 5-min dispatch prices, regional demand, interconnector flows, generation by fuel, and rooftop PV.


aerodrome-swap-mcp

description: MCP server for Aerodrome Swap API


aesthetics-wiki-mcp

description: MCP server for the Aesthetics Wiki (aesthetics.fandom.com). Search, read, and discover aesthetics from your LLM.


aevum-mcp

description: Aevum — MCP server exposing the five functions as tools.


affinity-mcp

description: Affinity MCP server


afo-mcp

description: Agent Flow Observer MCP server.


description: Ag402 MCP Client — expose x402 auto-payment as MCP Tools for Claude Code, Cursor, OpenClaw and more


description: HTTP payment gateway adapter for Ag402 — wraps any API with x402 payment verification


description: Apache AGE MCP Server


ageless-blender-mcp

description: MCP server integration for AI-assisted Blender automation


agemcp

description: PostgreSQL MCP


agent-analytics-mcp-server

description: Usage analytics and monitoring for AI agent tool calls — track, analyze and optimize agent behavior


agent-audit-logger-mcp

description: Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every tool-call, agent-handoff, decision gets a tamper-evident signed record. EU AI Act Art 12 automatic logs, DORA Art 17 ICT incident logs, ISO 42001 clause 9 monitoring — auditor-ready end-of-day attestations. By MEOK AI Labs.


agent-audit-trail-mcp

description: Immutable audit logging for AI agents — hash-chained event log, integrity verification, EU AI Act compliance


agent-builder-agentic-mcp-aws-transform

description: MCP server that agents built with the Agent Builder SDK use at runtime to communicate with AWS Transform


agent-builder-mcp-aws-transform

description: MCP server for building, deploying, and managing agents on AWS Transform


agent-builder-mcp-client-aws-transform

description: Python MCP client provided by the AWS Transform team


agent-bus-mcp

description: Local SQLite-backed MCP bus for peer coding agents


agent-chat-mcp

description: Agent Chat Room MCP server - Allows multiple Claude Code agents to communicate with each other


agent-chatroom-mcp

description: MCP server for Agent Chatroom — join 10 AI agents discussing humanity's biggest questions


agent-coding-standards-mcp

description: MCP Server for AI coding agent standards


agent-commerce-mcp-server

description: MCP Server for agent commerce — how AI agents create, compare, and track purchases


agent-commerce-payments-mcp

description: MCP server for agent commerce payments. Features create invoice, process payment, escrow funds. From MEOK AI Labs.


agent-context-mcp

description: Python package manager and MCP server for Agent Context Protocol (ACP) projects.


agent-context-optimizer-mcp

description: MCP Server that solves context window overload — smart tool pruning, relevance scoring, and budget tracking for AI agents


agent-coordination-mcp-server

description: Slack for AI agents — rooms, messaging and context sharing for multi-agent coordination


agent-data-residency-mcp

description: Agent data residency + GDPR Chapter V transfer-basis runtime guard. Programmatically answer 'where does this data live?' for agent-to-agent transfers. Adequacy decisions, SCCs, BCRs, EU AI Act Article 10.


agent-delegation-mcp

description: Agent Delegation MCP server. Tools: create task, delegate task, get task status. Built by MEOK AI Labs.


agent-deploy-mcp

description: MCP server for Agent Deploy — deploy and manage apps from any AI client


agent-directory-mcp-server

description: Agent-to-Agent service directory — discover, register and rate AI agent services


agent-eval-mcp

description: Deterministic evaluation tools for AI coding agents, exposed as an MCP server.


agent-feedback-mcp-server

description: Quality signals for MCP tools — agents report results, building a community-driven quality database


agent-genesis-mcp

description: MCP server for searching Claude Code conversation history via Agent Genesis


agent-handoff-certified-mcp

description: Verifiable agent-to-agent task handoff with signed provenance chain. Initiating agent signs the offer, accepting agent signs acceptance, chain is verifiable offline. Non-repudiable A2A delegation.


agent-identity-mcp-server

description: MCP Server for AI agent identity and authorization — create, verify, and manage agent identities


agent-identity-trust-mcp

description: Agent Identity Trust tools for AI agents. Capabilities: register agent identity, issue credential, verify credential. Built by MEOK AI Labs.


agent-insurance-mcp-server

description: MCP server for agent transaction insurance and escrow — protect AI agent-to-agent payments with smart escrow, dispute resolution, and risk scoring.


agent-knowledge-mcp

description: AgentKnowledgeMCP - Advanced Knowledge Management for AI Agents


agent-mcp

description: The Universal System for AI Agent Collaboration - Connect any AI agent to every other agent


agent-mcp-framework

description: A Python framework for building multi-agent MCP servers


agent-mcp-gateway

description: An MCP gateway that aggregates your existing MCP servers and lets you define which servers and individual tools each agent or subagent can access. Solves Claude Code's MCP context window waste where all tool definitions load upfront instead of being discovered when actually needed.


agent-mcp-server

description: MCP工具构建基础库


agent-memory-mcp

description: MCP server for Agent Memory — Telegram memory layer for AI agents


agent-memory-mcp-server

description: Persistent memory for AI agents — store, retrieve and search knowledge across sessions


agent-negotiation-mcp

description: AI-powered agent negotiation MCP server for agents. Supports propose deal, evaluate offer, counter offer. By MEOK AI Labs.


agent-notification-mcp

description: Universal MCP notification relay — polls MCP servers and streams change events as log notifications


agent-orchestrator-mcp

description: MCP server for agent orchestrator. Features create agent, list agents, delegate task. From MEOK AI Labs.


agent-policy-enforcement-mcp

description: Per-agent-pair IAM for A2A. Define policies ('orchestrator may call billing only when amount<1000'), gate every A2A call via evaluate_call. EU AI Act Art 14 + ISO 42001 Annex A.7 evidence with signed policy-decision attestations.


agent-policy-gateway-mcp

description: Compliance & guardrails for AI agents — PII filtering, audit logging, GDPR/AI Act checks, kill switch


agent-prompt-injection-firewall-mcp

description: The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG documents, tool arguments, A2A payloads for OWASP LLM01 prompt injection BEFORE they reach a downstream agent. Curated from OWASP + academia + production incidents.


agent-rag-mcp

description: RAG MCP server: ChromaDB + sentence-transformers, exposes ingest/search/list/delete tools.


agent-rate-limiter-mcp

description: Fleet-wide shared rate limiter for A2A + multi-MCP deployments. Most MCP servers rate-limit independently — a hostile agent hitting 10 MCPs gets 10x quota. This MCP is the shared counter: every MCP checks here before allowing a call. Sliding window + concurrency grants + signed enforcement attestations. By MEOK AI Labs.


agent-receipt-validator-mcp

description: MCP server for validating signed agent execution receipts.


agent-registry-mcp

description: Registri MCP server — discover and interact with AI agents from Claude Desktop, Cursor, and other MCP clients


agent-reputation-mcp-server

description: Trust and reputation system for AI agents — rate, verify and build trust between agents


agent-safety-mcp

description: MCP server for AI agent safety — cost guards, injection scanning, decision tracing, agent identity (KYA), and signed receipts


agent-server-card-mcp

description: MCP Server for server card generation, validation and discovery — .well-known/mcp-server-card.json protocol


agent-skills-mcp

description: Load Agent Skills for your agents


agent-skills-mcp-gkzhb

description: Agent Skills MCP Server


agent-society-mcp-client-wrapper

description: A Python library which wraps around Anthropic's low-level MCP client


agent-spawn-mcp

description: Universal MCP server for any OpenAI-compatible LLM. Supports OpenAI and Anthropic API formats.


agent-staking-mcp-server

description: MCP server for agent reputation staking — trust through skin-in-the-game. Agents stake reputation as collateral; bad behavior gets slashed.


agent-tasker-mcp-server

description: Minimal stdio MCP server for parallel task execution by AI agents


agent-telegram-mcp

description: Telegram MCP Server — lets AI agents send/receive Telegram messages via a Bot Token


agent-toolkit-mcp-server

description: MCP server providing persistent notes, todos, timers, and a cross-project registry — capabilities that augment Claude Code's built-in harness.


agent-trust-mcp

description: MCP Server for Agent Reputation & Trust Scoring


agent-trust-stack-mcp

description: MCP server for autonomous AI agent trust — cryptographic provenance (Chain of Consciousness with Bitcoin OpenTimestamps), decentralized reputation (Agent Rating Protocol with bilateral blind evaluation). Part of the 7-protocol Agent Trust Stack.


agent-validator-mcp-server

description: Lighthouse for AI agents — test if APIs and services are properly accessible to AI agents


agent-vrm-mcp

description: A Model Context Protocol server providing VRM avatar functionality for LLMs


agent-workflow-mcp-server

description: Reusable workflow templates for AI agents — share, discover and execute multi-step agent workflows


description: Public Preview — MCP governance primitives for the Agent Governance Toolkit.


agentanycast-mcp

description: MCP server for P2P agent networking — discover and talk to AI agents anywhere, encrypted, zero config


agentauth-mcp

description: Reserved project name for future AgentAuth MCP.


agentauth-mcp-server

description: MCP server exposing AgentAuth identity and authentication tools for AI agents


agentbill-mcp

description: AgentBill MCP server. Add spend controls and billing to any AI agent in 3 lines.


agentbrain-mcp

description: MCP server for Agent Brain — cross-source personal memory for any MCP-capable AI client (Claude Code, Claude Desktop, Cursor, Windsurf)


agentcard-mcp

description: MCP server for AgentCard v1.0 — the framework-neutral A2A identity standard


agentcore-mcp-proxy

description: MCP server for any AWS AgenCore Gateway endpoint with Cognito authentication and hardware-bound token encryption


agentcraft-mcp

description: AgentCraft MCP Server: A secure and scalable AI agent framework


agentdb-mcp

description: MCP server for AgentDB — give any AI agent persistent memory and observability


agentdrive-mcp

description: Agent Drive MCP server for Claude Code


agentfactory-mcp-server

description: Agent Factory MCP Server


agentfetch-mcp

description: MCP server for fetching web URLs with token estimation, smart caching, and intelligent routing. Built for AI agents.


agenthotspot-mcp

description: MCP server to search and discover connectors from AgentHotspot.com marketplace


agentic-ai-mcp

description: A lightweight agentic AI framework with MCP tool serving


agentic-audit-mcp

description: MCP server for AgenticAudit — lets AI agents query their own compliance audit trail


agentic-memory-mcp

description: Agentic Memory Management via MCP — Knowledge Graph for AI agents


agentic-product-protocol-mcp

description: Klarna-style product discovery for AI agents — structured product data, comparison, feed conversion


agentic-store-mcp

description: Model Context Protocol (MCP) Server for AI Data Privacy: LLM prompt firewall, audit logs, and 31 MCP tools for Claude, Cursor, and Windsurf.


agentic-testing-mcp

description: MCP server for autonomous unit testing and self-healing


description: A Model Context Protol(MCP) built for context exchange between LLM agents and external services.


description: An MCP which adds terminal capabilities to an agent


agenticcalling-mcp

description: Give any AI agent the ability to make real phone calls. Agent-to-agent voice capability — your AI agent delegates calls to a specialized voice agent that dials, speaks, navigates IVR, handles voicemail, and returns structured data. Works with Claude, ChatGPT, OpenClaw, LangChain, CrewAI, or any MCP client.


agentictrade-mcp

description: MCP server for AgenticTrade — AI agent API marketplace. Discover, call, and pay for services (buyer), or register and sell your own (provider).


agenticwerx-mcp-client

description: Simple MCP client that connects to your AgenticWerx MCP server to retrieve rules


agentity-mcp

description: Agentity MCP protocol plugin for Anthropic


agentlens-mcp

description: MCP server for AgentLens — zero-code observability for MCP-native AI agents


agentline-mcp

description: MCP server for Agentline — give your AI agent a phone number, email, SMS, and voice calls.


agentmail-mcp

description: AgentMail MCP server for AI assistant email integration


agentmakemcp

description: AgentMake AI MCP Servers - Easy setup of MCP servers running AgentMake AI agentic components.


agentman-mcp

description: A tool for building and managing AI agents


agentmesh-mcp-server

description: MCP Server for Claude Desktop - Agent OS kernel primitives including code safety verification, CMVK multi-model review, and IATP trust


description: MCP proxy that wraps any MCP tool with AgentMesh trust verification


description: MCP tool-call receipt signing — Cedar policy decisions linked to governance receipts


description: MCP server exposing AgentMesh trust management tools for Claude, GPT, and other AI agents


agentnode-mcp

description: MCP server adapter for AgentNode — expose AgentNode packs as MCP tools for OpenClaw, Claude Code, Cursor, and other MCP clients.


agentoath-mcp-server

description: AgentOath MCP Server -- expose trust protocol tools to any MCP-compatible AI agent (Claude, ChatGPT, etc.).


agentops-mcp-server

description: Simple MCP server for AgentOps with Zed


agentos-mcp

description: Persistent Cognitive Layer for AI Agents — MCP Server


agentpayment-mcp

description: MCP server for AgentPayment Network — autonomous AI agent payments


agentpromocode-mcp

description: Python MCP server for agentpromocode.com resolve + feedback tools


agentrecall-mcp

description: MCP server for AgentRecall — persistent memory for AI agents


agentruntime-mcp

description: AgentRuntime MCP SDK (decorators, runtime, middleware, schemas, proxy, generators)


agentrux-mcp

description: MCP Server for AgenTrux - expose Topic/Event operations to LLMs


agentsim-mcp

description: AgentSIM MCP server — phone number provisioning tools for AI coding assistants


agentskill-mcp

description: MCP server that enables any agent to use Claude Skills via progressive disclosure


agentskills-mcp-server

description: MCP server integration for the Agent Skills format — expose skills as MCP tools and resources (https://agentskills.io)


agentslack-mcp

description: AgentSlack MCP Server — Agent workspace tools for Claude Code


agentsmcp

description: Context-sync protocol for AI agents. Every agent has a mailbox. No agent ever starts cold.


agentsphere-mcp-server

description: mcp server for agentsphere sandbox


agentsyun-coupon-mcp-server

description: Agentsyun优惠券MCP服务，提供多品类优惠券查询、筛选和推广链接生成功能，支持外卖、美食、休闲娱乐、酒店民宿、门票度假、医药等多个类目


agentvee-mcp

description: MCP server for AgentVee (testnet / pre-1.0) — file uploads, marketplace listings, and paid downloads for AI agents. Currently targeting the develop environment for integration testing before 1.0 release.


agentwallet-mcp

description: MCP Server for AgentWallet Protocol — AI agents get wallets, escrow, and payments as native tools


agentweb-mcp

description: Python SDK for AgentWeb.live — the global business directory for AI agents


agentwire-mcp

description: Real-time message bus and inspector for multi-agent LLM systems


agentwork-mcp

description: Official MCP server for Agentwork — delegate tasks to AI agents


agi-android-mcp

description: Control any Android phone from Claude, Cursor, or any MCP client — via ADB


agile-mcp-server

description: An Agile Project Management MCP Server that transforms LLMs into powerful agile assistants


agimus-mcp

description: MCP server for the Agimus data platform — connects AI coding tools to your ontology


agis-mcp

description: Agentic Grammar and Interface Specification (AGIS) â€” agtp.io


aglet-builtin-tool-mcp

description: Aglet Tool Technique that adopts MCP (Model Context Protocol) servers.


agloop-mcp

description: AgLoop MCP Server — Agent introspection tools for VS Code Copilot custom agents


agm-memory-mcp

description: AGM — Agent Memory Management. Provenance-tagged memory infrastructure for multi-agent AI systems. MCP server with trust scoring, behavioral fingerprinting, and memory poisoning defense.


agnost-mcp

description: Analytics SDK for Model Context Protocol Servers


agntcy-mcp-server

description: MCP bridge for the AGNTCY multi-agent network — agent registry, ACP messaging, SLIM protocol, capability discovery


agora-mcp

description: Agora MCP server to search & buy across thousands of online stores


agp-mcp

description: Model Context Protocol with AGP as transport


agriculture-mcp-server

description: MCP-Server for agriculture data — soil conditions, crop weather, global statistics, food products


agriculture-robotics-mcp

description: Agriculture Robotics tools for AI agents. Capabilities: robot safety check, spray plan calculator, harvest optimization. Built by MEOK AI Labs.


agrobr-mcp

description: MCP server exposing Brazilian agricultural data via agrobr


ags-mcp-server

description: Model Context Protocol (MCP) server for Anzo Graph Database with dual API support (5.4 + 6.0+), 50+ tools, discovery capabilities, and comprehensive skill-based workflows


aha-mcp

description: Model Context Protocol (MCP) server for the Aha! product management API


ai-bom-mcp

description: AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX 3.0 AI profile, EU AI Act Annex IV mapping, NIST AI RMF alignment, US EO 14028 federal procurement. By MEOK AI Labs.


ai-boutique-assit-mcp

description: MCP Server for Online Boutique AI Assistant - exposing microservices via Model Context Protocol


ai-code-review-mcp

description: MCP 服务器，为 AI 编码助手提供本地代码质量审查工具


ai-coding-gym-mcp

description: MCP server for AI Coding Gym - fetch and submit coding challenges


ai-cogence-mcp-server

description: MCP (Model Context Protocol) Server for AI Cogence RAG Backend


ai-context-manager-mcp

description: AI Context Manager MCP - Sync agent for AI assets (skills, prompts, specs, context)


ai-dev-manager-mcp

description: AI开发经理MCP服务 - 智能开发流程管理工具


ai-dictionary-mcp

description: MCP server for the AI Dictionary — look up, search, cite, rate, discuss, and track AI phenomenology terms


ai-first-scraper-mcp

description: MCP server that gives any LLM agent ad-free Markdown web scraping and search.


ai-gateway-mcp

description: Ai Gateway tools for AI agents. Capabilities: route request, list models, cost estimator. Built by MEOK AI Labs.


ai-incident-reporting-mcp

description: AI Incident Reporting Compliance MCP. Unified classification + reporting-clock tracker across EU AI Act Article 73, DORA Article 19, NIS2 Article 23, GDPR Article 33, ISO/IEC 42001 clause 9, and UK AISI voluntary frontier-model reporting. One incident → all regime clocks in parallel. HMAC-signed post-incident attestation. By MEOK AI Labs.


ai-intervention-agent-fastmcp

description: AI Intervention Agent: MCP server enabling real-time user intervention in AI-assisted development workflows.


ai-mcp-model-switcher

description: MCP server for dynamic AI model switching in ai-lib ecosystem


ai-mcp-terminal

description: AI终端管理器 - 支持MCP协议的多线程终端系统，提供并发执行、智能调度、交互检测、Web界面等功能


ai-memory-mcp

description: Python SDK for the ai-memory HTTP API (persistent memory for AI agents).


ai-odoofinder-mcp

description: MCP Server for AI-OdooFinder - Semantic search for Odoo modules in the OCA ecosystem


ai-ops-mcp

description: Ai Ops MCP server. Tools: system health check, check service, security scan. Built by MEOK AI Labs.


ai-prishtina-whatsapp-mcp

description: Professional WhatsApp Business API library with AI provider integration and MCP support


ai-project-os-mcp

description: Enterprise-grade AI engineering governance MCP server


ai-search-mcp

description: 通用 AI 搜索 MCP 服务器，支持任何兼容 OpenAI API 格式的 AI 模型


ai-security-mcp

description: Thin client MCP server for AI Security Scanner - connects to cloud-hosted 27 agents (100% OWASP coverage)


ai-self-audit-mcp

description: MCP server for ai self audit. Features self audit, audit conversation, get certificate. From MEOK AI Labs.


ai-test-assistant-mcp

description: AI 驱动的自动化测试助手 MCP Server - 生成AC、测试用例、UI/API自动化代码


ai-video-pipeline-mcp

description: AI Video Pipeline MCP Server


ai-workbench-mcp

description: Goose-first acceptance, validation, routing, and audit layer for agentic work.


ai-xone-mcp-workflow

description: Workflow module for ai_xone_mcp


description: A MCP server for searching and downloading academic papers from multiple sources.


description: Query and execute robotic processes through standardized tool calls.


aialiceuk-mcp-pandoc

description: MCP to interface with pandoc to convert files to differnt formats. Eg: Converting markdown to pdf.


aida-mcp

description: AIDA MCP server - Developer actions (lint, test, typecheck) for monorepos


aidatataskrunner-mcp

description: MCP server for AiDataTaskRunner Panel (MT5) - Control AiDataTaskRuner Panel for data generation and ML model training via MCP


aidesignblueprint-mcp

description: MCP server metadata for AI Design Blueprint Doctrine — remote endpoint at https://aidesignblueprint.com/mcp


aidetectorpro-mcp

description: MCP server for AI Detector Pro — verify legal citations in Claude


aidlc-mcp-server

description: AI Development Life Cycle MCP Server with FastMCP framework


aidlc-mcp-tools

description: AIDLC Dashboard MCP Tools for Amazon Q integration


aidocs-mcp

description: Portable AI coding-agent toolkit — MCP server with indexed code retrieval, session management, and persistent memory


aifai-mcp

description: AI Collective Memory - MCP server that gives your AI a persistent memory across sessions


aigentsy-mcp

description: MCP server for the AiGentsy Settlement Protocol — proof, verification, and exactly-once settlement tools for Claude Desktop, Cursor, Cline, and any MCP-compatible runtime.


aigohotel-mcp

description: MCP server for AIGOHOTEL hotel search, detail and tags APIs


aigroup-econ-mcp

description: Econometrics MCP server with regression, causal inference, time series, panel data, and statistical analysis workflows.


aigroup-quant-mcp

description: AI Group Quantitative Analysis MCP Service - Enhanced ML Support & Factor Accuracy


aigroup-rag-mcp

description: RAG知识库检索增强生成系统 - MCP服务器


aigroup-stata-mcp

description: A Stata integration server based on Model Context Protocol (MCP) that allows AI assistants to execute Stata scripts, fetch data information, and run statistical analysis.


aigroup-video-mcp

description: A MCP server for video multimodal understanding based on Alibaba Cloud DashScope


aihotradar-mcp

description: AI Hot Radar MCP Server — 让 Claude/Cursor 实时获取 AI 行业热点新闻，无需启动项目后端


aihw-mcp

description: MCP server for Australian Institute of Health and Welfare data. Plain-English access to mortality (GRIM/MORT), cancer incidence, health expenditure, youth justice detention, and the public hospitals register.


ailtir-mcp

description: Ailtir MCP server — upload, analyse, list, and chat with knowledge bases


aimarket-mcp-server

description: MCP Server for ai.market - Search, evaluate, and purchase datasets


aimcp

description: AI-Enhanced MCP Tool Manager with intelligent tool description generation


aimemory-mcp-server

description: AI Memory MCP Server — persistent memory for AI assistants via Model Context Protocol


aimusic-mcp

description: The MCP server of MusicMCP.AI - AI Music Generation Platform


aind-data-access-mcp

description: Add your description here


aind-data-mcp

description: Generated from aind-library-template


aind-metadata-mcp

description: MCP server for AIND metadata


aiogram-mcp

description: MCP server middleware for aiogram Telegram bots — expose your bot to AI agents via the Model Context Protocol


aiohttp-mcp

description: Tools for building Model Context Protocol (MCP) servers on top of aiohttp


aiohttp-mcp-client

description: MCP client built on top of aiohttp


aiomcp

description: A Simple Python MCP Solution


aiowhitebit-mcp

description: MCP server and client for WhiteBit cryptocurrency exchange API


aip-mcp-server

description: MCP server for AI agent identity verification via AIP


aipaygen-mcp

description: AI Agent Marketplace + 65 tools for Claude, Cursor, and MCP agents. Buy, sell, deploy trading agents, research, code, scrape. Agent-to-agent commerce. List your agent and earn 70%.


aipaygent-mcp

description: 85+ AI tools for Claude, Cursor, and any MCP-compatible agent — research, write, code, scrape, translate, and more


aipolabs-mcp

description: Aipolabs MCP server, built on top of ACI.dev


aippt-mcp

description: AIPPT-MCP: 讯飞智能PPT生成服务MCPServer，支持MCP协议和uvx一键启动。


air-blackbox-mcp

description: MCP server for EU AI Act compliance scanning with GDPR and bias detection - scan, analyze, remediate, and protect AI agent code


air-init-mcp

description: The Air Init MCP server provides initialization and scaffolding tools for LLMs building websites with the Air web framework.


airbook-mcp-server

description: An MCP server for Airbook.


airbyte-agent-mcp

description: MCP server for Airbyte connectors - connect AI assistants to 500+ data sources


airbyte-connector-builder-mcp

description: MCP server for Airbyte connector building operations with AI ownership focus


airbyte-mcp

description: MCP server for the Airbyte Public API (self-managed / Cloud).


airesearch-gitmem-mcp

description: GitMem MCP Server - Token-Efficient Codebase Navigation for AI Agents


airflow-diagnostics-mcp

description: AI-powered diagnostics for Apache Airflow DAGs — root-cause analysis, performance regression detection, and health audits


airflow-mcp

description: 本项目是一个与 Apache Airflow 集成的 Model Context Protocol (MCP) 服务器，提供多种工具来管理和监控 Airflow 的 DAG 运行。它支持触发 DAG、获取 DAG 状态、回填数据、获取日志等操作。


airflow-mcp-hipposys

description: An MCP server for Apache Airflow that enables non-technical users to interact with Apache Airflow workflows through natural language.


airflow-mcp-plugin

description: Apache Airflow 3 plugin that mounts airflow-mcp-server as a Streamable HTTP endpoint at /mcp


airflow-mcp-server

description: MCP Server for Airflow


airmcp

description: Add your description here


airq-mcp-timeseries

description: Shared time-series domain layer and Plotly renderer for air-Q MCP providers


airspace-monitor-mcp

description: Airspace Monitor MCP server. Tools: check airspace, get no fly zones, get drone regulations. Built by MEOK AI Labs.


airtable-mcp

description: A local MCP server for interacting with Airtable via Claude.


airtable-mcp-server-oauth-fastmcp

description: Airtable OAuth MCP Server - Python implementation with OAuth 2.0 authentication


airulermcp

description: MCP server for distributing AI rules from GitLab repositories to IDEs


aiscriptgenerator-mcp

description: MCP Server for AL Parser - finds pages and fields for Business Central scenarios


aitasker-mcp-server

description: MCP server for AITasker — lets AI agents create tasks, review bids, and manage deliveries


aitestlist-mcp

description: Serveur MCP pour AITestList - Gestion de tests avec Claude


aiui-mcp

description: MCP server for aiui — native macOS dialogs from any Claude Code session, local or remote.


aivibe-mcp

description: MCP server for AIVibe platform data — read access plus draft-write, catalog-write, team-write, user-write, and org-membership-write tools for Cowork JD ingestion, consultant app prepopulation, org-chart ingestion, and library-role-template deploy. Includes active-org session scoping (#456): every write requires set_active_org first.


aja-prompt-mcp

description: MCP that generates 2 implementation prompt options from business English + codebase context


ak-endfield-mcp

description: 明日方舟：终末地 MCP Server - 每日任务攻略 + 森空岛实时游戏数据查询


akima-sc-doc-mcp

description: Servidor MCP para actualizar diccionarios canónicos desde Excel, validar Swagger/OpenAPI, exportar reportes de validación a Excel y crear páginas de documentación de APIs en Confluence


akshare-mcp

description: AKShare MCP Server


akshare-mcp-client

description: Add your description here


akshare-mcp-ikouhaha

description: Simple XAUUSD Gold Data MCP Server using AkShare


akshare-mcp-server

description: MCP server for AKShare financial data


akshare-one-mcp

description: MCP server that provides access to Chinese stock market data using akshare-one


aladhan-mcp

description: Model Context Protocol server for Aladhan prayer times API


alation-ai-agent-mcp

description: Alation Agent SDK with MCP support


alaya-mcp

description: A second brain -- FastMCP server for personal knowledge vaults (zk and Obsidian)


albumentations-mcp

description: MCP-compliant image augmentation server using Albumentations


alchemite-mcp

description: An Alchemite MCP server for local use by end users


alembic-graphql-mcp

description: Benign slopsquatting research package


alembic-observability-mcp-handler

description: Benign slopsquatting research package


alembic-reverse-mcp-exporter

description: Benign slopsquatting research package


alertmanager-mcp-server

description: MCP Server for Prometheus Alertmanager integration


aletheia-mcp

description: MCP server for scientific literature research. Search 250M+ papers, traverse citation graphs, and extract full text — powered by OpenAlex.


alevlas-random-mcp

description: Minimal MCP server that generates random integers, strings, and UUIDs.


alex-mcp-weather-server

description: 输入OpenWeather-API-KEY，获取天气信息


alexjser-mcp-demo

description: Add your description here


description: An MCP (Model Context Protocol) server that exposes the Alfanous Quranic search engine as tools and resources for AI assistants.


algogene-mcp-server

description: Algogene MCP Server - A Python package for MCP server functionality


algony-mymcp

description: Linux system control MCP server over Streamable HTTP with Bearer token auth


algovoi-mcp

description: MCP server for AlgoVoi — create crypto payment links, verify payments, probe MPP endpoints (including MPP subscription lifecycle), screen recipients, and generate MPP / x402 challenges from any MCP client. Supports 28 tools across all 8 AlgoVoi chains: Algorand, VOI, Hedera, Stellar, Base, Solana, Tempo, and ARC testnet.


description: The application management MCP server for Alibaba Cloud


alibaba-cloud-ops-mcp-server

description: A MCP server for Alibaba Cloud


alibabacloud-ack-mcp-server

description: AlibabaCloud Container Service MCP Server (ack-mcp-server)


description: Alibaba Cloud AgentLoop Memory MCP Server - MCP Server for cloud-hosted memory management


alibabacloud-dms-mcp-server

description: MCP Server for AlibabaCloud DMS


alibabacloud-dms-mcp-server-inner

description: MCP Server for DMS


alibabacloud-dts-mcp-server

description: MCP Server for AlibabaCloud DTS


alibabacloud-ims-editing-mcp-server

description: IMS Editing MCP Server


alibabacloud-mcp-server

description: A MCP server for Alibaba Cloud


description: aliyun observability mcp server


alibabacloud-rds-openapi-mcp-server

description: MCP server for RDS Services via OPENAPI.


alibabacloud-tair-mcp-server

description: MCP server with Redis/Tair command tools and performance benchmark tools for Alibaba Cloud


alibabacloud-tair-openapi-mcp-server

description: MCP server for managing Alibaba Cloud R-KVStore (Tair/Redis) via OpenAPI


alibabacloud.mcp-proxy

description: Local stdio MCP proxy for Alibaba Cloud OpenAPI MCP servers.


alinche-math-mcp-server

description: Add your description here


alipay-mcp-proxies

description: A MCP server which proxies requests to a remote MCP server over streamable HTTP or SSE.


alita-mcp

description: ELITEA MCP Client


alix-example-mcp-tool

description: Example MCP-related Python package (layout for tools in this repo).


alix-shared-mcp-server

description: Shared MCP server runtime for Python tools in this repository.


aliyun-mcp-server-rabbitmq

description: A Model Context Protocol server for Aliyun RabbitMQ


description: Basic MCP tools package for Aliyun, without system control or Bafayun functionality


description: Weather query skill for Aliyun Model Context Protocol (MCP)


aliyun-openapi-mcp-sdk

description: Aliyun Automatic MCP server generator for OpenAPI applications - converts OpenAPI endpoints to MCP tools for LLM integration


aliyun-sls-mcp-py

description: MCP Server for Alibaba Cloud SLS (Log Service) - Pure Python


all-in-mcp

description: An MCP (Model Context Protocol) server providing daily-use utility functions and academic paper search capabilities


allbemcp

description: Turn any Python library into an MCP Server


allensrj-cdisc-library-mcp

description: CDISC Library MCP server: SDTM, ADaM, CDASH, Controlled Terminology tools for AI assistants


allstacks-mcp

description: MCP server for Allstacks API - provides AI-ready interface to Allstacks metrics, projects, and analytics


allstar-mcp

description: MCP server for AllStar Link — wraps ASL3-API REST endpoints as MCP tools for AI agent control of amateur radio nodes


alltrails-mcp

description: A Model Context Protocol (MCP) server for accessing AllTrails hiking trail data


allure-testops-mcp

description: MCP server for Allure TestOps — projects, launches, test cases, test results


allvoicelab-mcp

description: AllVoiceLab MCP Server


allwise-mcp-fetch

description: A Model Context Protocol server providing enhanced web content fetching capabilities for LLMs


alm-mcp

description: Polarion ALM MCP Server


alm-traceability-mcp

description: ALM Traceability MCP Tools - Azure DevOps, Jira, and Vector Search integration


almanac-mcp

description: MCP server for Almanac — Argentine financial data (BCRA, CNV, INDEC, SEC) for Claude Desktop, Cursor, Copilot


alpaca-market-mcp

description: MCP server for technical analysis with Alpaca market data - Bollinger Bands, Moving Averages, Stochastics, and 11 trading strategies


alpaca-mcp-server

description: Alpaca Trading API integration for Model Context Protocol (MCP)


alpacon-mcp

description: AI-Powered Server Management - Connect Claude, Cursor, and other AI tools directly to your Alpacon infrastructure


alpha-avatar-plugins-mcp

description: AlphaAvatar Framework plugin for MCP service


alpha-terminal-mcp

description: Alpha Terminal MCP Server - the governance layer for the AI economy


alphafold-sovereign-mcp

description: MCP server wrapping AlphaFold DB and 13 other biomedical data sources, with a local SQLite knowledge graph.


alphavantage-mcp

description: AlphaVantage MCP server - Financial data tools for Model Context Protocol


alphavantage-mcp-server

description: Alphavantage MCP server


altr-mcp

description: MCP server for ALTR data security — 99 tools across 10 domains with structured responses, middleware, and multi-transport support


altsportsdata-data-catalog-mcp

description: MCP server for AltSportsData Data Catalog API — schemas, rows, GraphQL, NL→SQL, analytics, and query history


altsportsdata-mcp

description: MCP server for AltSportsData — alternative sports data for AI agents, prediction markets, DFS, and sportsbooks


description: Internal MCP server for AltSportsLeagues onboarding — team tooling for league onboarding, contracts, certification, and workflows


altsportsleagues-internal-valuation-mcp

description: Internal MCP server for AltSportsLeagues valuation engine — team tooling for league valuation workflows


altsportsleagues-mcp

description: MCP server for AltSportsLeagues — league discovery, valuation, market intelligence for AI agents and sportsbooks


aluvia-mcp

description: Aluvia MCP server - Model Context Protocol tools for browser sessions and account management


amadeus-blade-mcp

description: Flight search, pricing, status, delay predictions, hotel offers, seat maps, and airport reference data via the Amadeus Self-Service APIs.


description: A simple MCP agents project with basic math tools


amap-api-mcp-goki

description: MCP server for Amap (高德地图) API integration


amap-mcp

description: AMap MCP Server


amap-mcp-server

description: Python版本高德地图MCP Server


amapote-moni-mcp-server

description: 使用API查询中国境内天气。


amapote-moni-mcp-server-xyt

description: 使用API查询中国境内天气。


amazing-marvin-mcp

description: Amazing Marvin Model Context Provider


amazing-marvin-mcp-qemqemqem

description: Amazing Marvin Model Context Provider


amazon-ads-mcp

description: Amazon Ads API MCP Server - Implementation for Amazon Advertising API


amazon-bedrock-knowledge-base-mcp

description: Standalone Model Context Protocol (MCP) server for Amazon Bedrock Knowledge Base Retrieval


amazon-datazone-mcp-server

description: MCP server for AWS DataZone service - enables LLMs to interact with DataZone for data governance, cataloging, and management


amazon-eks-mcp

description: This package is reserved.


amazon-mcp

description: Amazon MCP server to search & buy across thousands of online stores


amazon-nova-act-mcp

description: Stateful MCP server for Nova Act prompt iteration workflows


amazon-seller-mcp

description: Amazon seller tools: FBA fees, inventory optimization, restock recommendations.


amazon-seller-operations-mcp

description: Amazon Seller Operations MCP


amazon-trends-mcp

description: Amazon search volume as an MCP tool. Plug into Claude, Cursor, or any MCP-compatible AI host. Weekly series, growth percentages, and live Amazon best sellers. Powered by trendsmcp.ai


ambientmeta-mcp

description: MCP server for AmbientMeta Privacy Gateway — sanitize PII in AI workflows


ambivo-mcp-server

description: MCP Server for Ambivo API endpoints - Natural language queries and direct entity data access


amc-mcp-fastmcp

description: An MCP server that helps users plan, select, book, and pay for AMC movie experiences


amcp

description: Python SDK for automcp.ai - Generate MCP servers from OpenAPI specifications


amcp-agent

description: amcp: Lego-style coding agent CLI. Core: rg grep/find and read; editing & web search via MCP.


amcp-pylib

description: AMCP (Advanced Media Control Protocol) Client Library


description: MCP Server implementation for IBM Data Intelligence


amfs-mcp-server

description: AMFS MCP Server — expose Agent Memory as MCP tools for Cursor and Claude Code


amfs-mcp-server-pro

description: AMFS Pro — Extended MCP server with intelligence layer tools


ami-mcp

description: MCP Server for ATLAS AMI metadata interface


amity-dolphin-mcp

description: A flexible Python client for interacting with Model Context Protocol (MCP) servers


aml-ai-mcp

description: 6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction monitoring, sanctions screening, PEP screening.


ammcpc

description: Python command line wrapper around MediaConch policy checks.


amocrm-mcp

description: MCP server for AmoCRM — gives Claude Desktop direct access to your CRM


amq-mcp-server-rabbitmq

description: A Model Context Protocol server providing access to RabbitMQ by LLMs


amrood-mcp

description: MCP server for Amrood — give your AI agent a KYC-verified INR wallet


amsl-schemas-mcp

description: MCP server for AMSL schema resources and validation


amulen-mcp-server

description: MCP server para integración con AMULEN - Sistema de Gestión de Proyectos


anaconda-assistant-mcp

description: The Anaconda Assistant MCP plugin


analytics-mcp

description: MCP server for Google Analytics


anam-mcp

description: Official Anam AI MCP server for managing AI personas


anaplan-mcp

description: MCP Server for Anaplan.


anchor-mcp-sentry

description: MCP server for retrieving issues from sentry.io


andish-mcp

description: MCP server for the Andish Knowledge Graph API


andrew-nanobanana-mcp-server

description: A production-ready MCP server for AI-powered image generation using Gemini 3.1 Flash Image (Nano Banana 2, default), Gemini 3 Pro Image, and Gemini 2.5 Flash Image with intelligent model selection


android-device-mcp-server

description: MCP server for Android device interaction via ADB


android-mcp

description: Lightweight MCP Server for Android Operating System


android-mcp-adb

description: Full Android control from any AI agent via MCP — 7 tools, 90fps viewer, WiFi ADB


android-mcp-server

description: MCP Server for Android device control via ADB and scrcpy


android-mobile-mcp

description: Android Mobile MCP


android-puppeteer-mcp

description: MCP server for Android automation with UI interaction, screenshots, and device control


androidtvmcp

description: Android TV Remote Control to MCP Bridge


androidtvmcp-fastmcp

description: Android TV Remote Control to MCP Bridge


angr-api-mcp

description: MCP server for angr binary analysis API workflow retrieval


anip-mcp

description: ANIP MCP bindings — expose ANIPService capabilities as MCP tools


anitabi-mcpserver

description: An MCP server to search anime and find their seichi junrei (pilgrimage) locations using Bangumi and Anitabi APIs.


anki-mcp

description: An Anki MCP server


anki-mcp-connector

description: A Model Context Protocol server for creating Anki flashcards via AnkiConnect


anna-mcp-pypi

description: Add your description here


anna-mcp-pypi-jzf

description: Add your description here


anndata-mcp

description: Allows to retrieve information about an AnnData object via MCP


anomalo-mcp

description: Anomalo MCP Server — data quality tools for Claude Desktop, Cursor, Gemini CLI, and other MCP clients


anp-bridge-mcp-server

description: MCP Server bridging the Agent Network Protocol (ANP) with MCP agents — identity, discovery, messaging


anporia-mcp-server

description: MCP server exposing the ANP2 network to Claude Code, Claude Desktop, and other MCP-compatible clients


ansible-devtools-mcp

description: Standalone, vendor-agnostic MCP server for Ansible tooling


ansible-know-mcp

description: Ansible Knowledge MCP Server — module discovery, documentation, and skill generation for AI agents


ansible-mcp-server

description: A Model Context Protocol (MCP) server for Ansible automation


ansible-tower-mcp

description: Ansible Tower MCP Server for Agentic AI!


answer-book-mcp

description: 一本智慧之书 MCP 服务，为问题提供随机而富有哲理的答案


ansys-common-mcp

description: Common Model Context Protocol (MCP) server for PyAnsys libraries


ant-intl-alipayplus-mcp

description: A Model Context Protocol (MCP) compatible server that integrates Ant International's AlipayPlus payment APIs, enabling AI assistants to handle payment and refund operations seamlessly.


ant-intl-antom-mcp

description: A Model Context Protocol (MCP) compatible server that integrates Ant International's Antom payment APIs, enabling AI assistants to handle payment and refund operations seamlessly.


antd-mcp-server

description: MCP server exposing Ant Design v4 Chinese documentation as structured JSON-RPC tools


antdigital-aico-guard-mcp-server

description: Ant guard mcp server


anthology-mcp

description: MCP server for Anthology — scrape documentation sites into AI-ready Markdown


anthropic-admin-mcp

description: MCP server for the Anthropic Admin API — manage your Claude org from any MCP-compatible client.


antidrift-zeromcp

description: Zero-config MCP server. Drop a .py file in a folder, it's a tool.


antigravity-mcp-cli

description: Unified CLI and MCP server for controlling Google Anti-Gravity IDE via CDP


AnXinxin-mcp-data-analzyer

description: a mcp-data-analzyer mcp server


anycubic-cloud-mcp

description: MCP server and CLI for Anycubic Cloud printers.


anydocs-mcp

description: Convert code folders into Claude Desktop knowledge bases via MCP server


anymcp

description: An adapter library for Model Context Protocol (MCP) SSE servers to connect as stdio


anyvm-mcp

description: MCP server for anyvm — run, manage, and debug BSD/Illumos VMs with natural language


aol-mcp

description: MCP server for AOL Mail via IMAP and SMTP


aouyi-develop-mcp-demo

description: Add your description here


ap-mcp-server

description: AP Materials leave MCP server & client


apache-airflow-mcp-server

description: Production-grade MCP server for Apache Airflow - Enable AI agents to inspect DAGs, runs, logs, and perform operations


apache-atlas-mcp

description: MCP (Model Context Protocol) server for Apache Atlas metadata governance


aparavi-mcp

description: Aparavi MCP stdio server that streams local files to Aparavi EaaS


apcore-mcp

description: Automatic MCP Server & OpenAI Tools Bridge for apcore


apetech-mcp-demo

description: Add your description here


api-connecter-mcp

description: Universal API Connector MCP for AI applications


api-doc-mcp-server

description: An MCP tool for automatically generating API documentation that can be integrated with Cursor


api-docs-generator-ai-mcp

description: MEOK AI Labs — api-docs-generator-ai-mcp


api-explorer-mcp

description: A Model Context Protocol server for efficient OpenAPI/Swagger specification exploration and API testing


api-key-scanner-mcp

description: Verify LLM API gateway authenticity. Local MCP server, your API key stays on your machine.


api-tester-ai-mcp

description: MCP server for api tester ai. Features send request, validate response, check headers. From MEOK AI Labs.


api-tester-mcp

description: Multi-language MCP server for API testing with TypeScript/Playwright, JavaScript/Jest, Python/pytest support


api-to-mcp-converter

description: Convert any REST API (OpenAPI/Swagger) into MCP-compatible tools instantly


API-to-MCP-Generator

description: Transform any OpenAPI specification into a production-ready Model Context Protocol (MCP) server. Instantly make your REST APIs available to AI agents like Claude and GPT-4 with zero manual coding.


description: Universal API to MCP Server Converter with LangGraph Orchestration


apibench-mcp

description: A Model Context Protocol server for REST and SOAP API testing with assertions, chaining, load testing, and response storage.


apifox-write-mcp

description: MCP server for importing OpenAPI documents to Apifox


apillow-mcp

description: MCP server for Apillow — Zillow property data API. Search properties, get Zestimates, price history, and more directly from AI agents.


apitest-mcp

description: MCP server for testing Oracle-to-PostgreSQL API migrations


apitomcp

description: Convert any API documentation into an MCP server


apitwitter-mcp

description: MCP server for the apitwitter.com Twitter/X API — use X/Twitter from Claude, Cursor and any MCP client.


apiweaver-fastmcp

description: Convert any web API into an MCP server - the universal API-to-MCP bridge with multiple transport support


apktool-mcp

description: MCP server for APKTool - decompile, modify, and recompile Android APKs via AI assistants


apollo-io-mcp

description: AThis is an MCP (Model Context Protocol) server specifically built to collect and serve ratings and reviews for other MCP servers deployed on the NetMind platform.


apollo-mcp

description: Apollo.io lead enrichment and prospecting via MCP


apollo-mcp-server

description: Apollo Configuration Center MCP Server - 使大语言模型通过 MCP 协议操作 Apollo 配置中心


apollo-tool-mcp

description: MCP server for Apollo configuration export and diff workflows


app-maker-mcp

description: Create and serve web applications that can use goose, quickly