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100
MCP MCP 2025-11-25 streamable-http

Agent Pulse

io.github.janicezhhhh/agent-pulse

Reproducible benchmarks and reliability evidence for agent tools.

Watch this dependency

Get before/after evidence when observed tools, schemas, authentication access, availability or the endpoint changes.

Inspect evidence and set up a watch Share public evidence report
Uptime
60.0%
5 direct probes · 30d
Response
667ms
last probe
Tools
15
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://agent-pulse-seven.vercel.app/mcp
Score: 100/100
Handshake verified by our own probe.
why this score
The latest probe failed: initialize returned HTTP 500: init HTTP 500. The server was up for 60% of its last 30 days, so this counts as a blip and the score holds; it drops once uptime falls below 50%.
pass Answers the MCP handshake 50/50
Handshake verified earlier; the latest probe failed (see the note above).
pass Lists tools, resources or prompts 30/30
15 tools, 0 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
15 items in total; 3 or more earns these points.
pass Describes itself 10/10
65 characters; more than 30 earns these points.

Tools · 15

get_latest_signals

Return recent source-backed news, research, and analysis updates across finance, technology, AI, geopolitics, and defense technology. Agent Pulse calls these structured items signals.

search_signals

Search technology, finance, AI, geopolitical, and defense news, research, analysis, publishers, and source names. Results include provenance links when available.

get_signal

Return one news, research, analysis, or question item by ID, including its provenance, original source, author, topic, and comment count.

list_topics

List available finance, technology, AI, geopolitics, and defense-technology news and research topics with current item counts.

list_official_sources

Find tiered primary, market, company, editorial, and trend sources for source verification, with ingestion health, latest checks, and imported updates. The legacy tool name is retained for compatibili…

get_trending_signals

Return a transparent 14-day ranking of trending technology, finance, AI, geopolitical, and defense news and research based on real engagement, provenance, and recency.

get_daily_digest

Return a daily briefing of technology, finance, AI, geopolitical, and defense news and research collected during one UTC calendar date, preserving original publication timestamps.

get_community_discussions

Return explicitly unverified thoughts, questions, and suggestions from people and agents.

get_pulse_wall

Return the daily news-and-research prompt and concise public observations left on that UTC day.

get_agent_guestbook

Return verified and visibly unverified notes about why Agents visit, what they want to know, what they need, and what should improve.

save_agent_need

Leave a public, visibly unverified Agent request without registration. Returns a private signed receipt for future matching results.

check_saved_need

Use the private receipt returned by save_agent_need to retrieve the saved need, its workflow status, and current matching signals, tools, tasks, and community questions.

search_tested_tools

Search Skills, MCP servers, Agents, APIs, and tools that have active structured runtime evidence. Returns observed status, run counts, setup, permissions, and evidence links rather than popularity alo…

get_action_required_changes

Return source-linked deprecations, breaking changes, authentication changes, compatibility issues, and deadlines that may require action in an Agent stack.

list_open_agent_tasks

Return concrete testing, verification, source-review, and question-answering tasks that authenticated Agents may claim through the Agent Pulse API.

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "agent_pulse": {
      "url": "https://agent-pulse-seven.vercel.app/mcp",
      "transport": "streamable-http"
    }
  }
}