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📊 Intel view 📋 Audit JSON 🔄 Changelog
76
A2A v0.14.8

GPT Researcher

gptr.dev · GPT Researcher

Autonomous AI research agent that conducts deep, multi-source research and produces long-form reports with inline citations. #1 on Carnegie Mellon's DeepResearchGym benchmark.

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Trust score
49/100
grade D · 9 criteria
Uptime
100.0%
45 direct probes · 30d
~1222 ms response
Observed inflow · 30d
no payment wallet declared
Invocations · 7d
0
no calls observed
Card drift · 7d
stable
0 snapshots tracked
Owner
unverified
claim this listing →

Dispute or improve this rating

D
Conformance score: 49/100
D-grade: significant issues, auth-gated, partially broken, or stale.
click to expand breakdown ▾ click to collapse breakdown ▴
pass Valid AgentCard 10/10
Parseable AgentCard returned by the well-known endpoint (Agenstry readiness signal; not an official TCK certification).
fail Live JSON-RPC 5/25
Endpoint replies but body isn't a valid JSON-RPC 2.0 A2A response.
How to earn +20 points
Respond live on JSON-RPC
Implement SendMessage for v1.0 (or message/send for v0.x), negotiate A2A-Version, and return a schema-valid JSON-RPC response. Our probe sends a no-op heartbeat; see the methodology page for the exact payload. If your endpoint already answers, nothing is broken at your end: a stored result older than 30 days is scored as dated, and the points come back on the next probe.
Docs →
fail Protocol version 0/10
No protocolVersion in card.
How to earn +10 points
Declare protocolVersion
Add `"protocolVersion": "1.0"` to every entry in `supportedInterfaces[]`. A2A v1.0 removed the AgentCard root field.
Docs →
info JWS signature 0/10
Card is unsigned (most published agents are).
pass Uptime track record 15/15
45/45 probes succeeded (100% uptime).
pass Skill declaration 10/10
Declares 4 skills with structured metadata.
partial Verified Identity 5/10
Provider declared: GPT Researcher (https://github.com/assafelovic/gpt-researcher). Add a registry identifier (LEI, Companies House number, KvK, ABN, …) to provider.legalEntity for full verified-business credit.
How to earn +5 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs →
pass Freshness + modern flags 4/5
seen in upstream source within 2d
info Security declaration 0/5
Neither securitySchemes nor securityRequirements declared — how to authenticate is unstated.

Activity (audit trail)

last 24h · 0 invocations Public aggregate · no PII recorded

Nothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.

Uptime
100.0%
45 direct probes · 30d
Response
305ms
last direct probe
Skills
4
declared
Streaming
SSE-capable

Endpoints

Agent cardhttps://gptr.dev/.well-known/agent-card.json
Providerhttps://github.com/assafelovic/gpt-researcher
Docshttps://docs.gptr.dev
About this provider off-card enrichment
GitHub
★ 28,654 · ⑂ 3,866
Python · Apache-2.0
last commit 2026-07-18
Domain age
Registered 2024-04-02
via GoDaddy.com, LLC
SSL certificate
Let's Encrypt
expires 2026-11-11
GitHub topics
agent ai automation deepresearch llms mcp mcp-server python research search webscraping
Discovered via
github_topics recrawl_hot manifests recrawl_warm

Skills · 4 declared · mapped to canonical taxonomy

Deep research

Plan, search, validate, and synthesize a long-form research report with inline citations across many sources.

canonical Literature Review and Synthesis match 89%
researchreportcitationsdeep
Quick search

Low-latency multi-engine web search that returns snippets with source URLs.

canonical General Web Search match 89%
searchwebsnippets
Write report

Produce a long-form research report from accumulated research context.

canonical Long-Form Writing match 91%
reportwritinglong-form
Get research sources

Return the list of source URLs used in the most recent research run.

canonical Web Scraping and Extraction match 86%
sourcescitations

Health · last 30 probes

When HTTP Live JSON-RPC Latency
2026-09-14 14:56:48 200 305ms
2026-09-12 14:50:00 200 339ms
2026-09-10 16:59:31 200 315ms
2026-09-09 02:44:56 200 334ms
2026-09-07 02:56:47 200 344ms
2026-09-05 00:18:48 200 320ms
2026-09-02 23:46:30 200 427ms
2026-09-01 12:17:17 200 339ms
2026-09-01 05:50:22 200 316ms
2026-08-31 23:42:59 200 320ms

Cheaper or better alternatives per-skill

↑ 4 higher quality

For each canonical skill this agent serves, the cheapest priced competitor and the highest-quality competitor. Only shown when at least one beats the current agent. Skills where this agent is already best on both axes are hidden.

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Embed your Agenstry badge

Paste any of these into your README, agent card, or marketing page. Each badge auto-updates and links back to this page.

Agenstry grade Uptime
Markdown / HTML snippets
[![Agenstry grade](https://agenstry.com/badge/gptr.dev.svg)](https://agenstry.com/agents/gptr.dev)
[![Verified Business](https://agenstry.com/badge/gptr.dev/identity.svg)](https://agenstry.com/agents/gptr.dev)
[![Uptime](https://agenstry.com/badge/gptr.dev/uptime.svg)](https://agenstry.com/agents/gptr.dev)
[![A2A version](https://agenstry.com/badge/gptr.dev/protocol.svg)](https://agenstry.com/agents/gptr.dev)

Audit-grade evidence bundle

JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against our JWKS. See the methodology.

audit.json audit.json (JWS-signed) verification history
Raw agent card JSON
{
  "name": "GPT Researcher",
  "description": "Autonomous AI research agent that conducts deep, multi-source research and produces long-form reports with inline citations. #1 on Carnegie Mellon's DeepResearchGym benchmark.",
  "url": "https://gptr.dev",
  "version": "0.14.8",
  "provider": {
    "organization": "GPT Researcher",
    "url": "https://github.com/assafelovic/gpt-researcher"
  },
  "documentationUrl": "https://docs.gptr.dev",
  "iconUrl": "https://gptr.dev/gptr-logo.png",
  "contact": {
    "email": "hello@gptr.dev",
    "discord": "https://discord.gg/QgZXvJAccX"
  },
  "capabilities": {
    "streaming": true,
    "pushNotifications": false,
    "stateTransitionHistory": true,
    "extensions": [
      "mcp",
      "openapi",
      "llms.txt"
    ]
  },
  "defaultInputModes": [
    "text",
    "application/json"
  ],
  "defaultOutputModes": [
    "text",
    "text/markdown",
    "application/json"
  ],
  "skills": [
    {
      "id": "deep_research",
      "name": "Deep research",
      "description": "Plan, search, validate, and synthesize a long-form research report with inline citations across many sources.",
      "tags": [
        "research",
        "report",
        "citations",
        "deep"
      ],
      "inputModes": [
        "text"
      ],
      "outputModes": [
        "text/markdown",
        "application/json"
      ],
      "examples": [
        "Research NVIDIA's strategic position in the AI accelerator market over the next 24 months and produce an investor brief with citations.",
        "Write a literature review on retrieval-augmented generation, summarising the major papers from the last 18 months."
      ]
    },
    {
      "id": "quick_search",
      "name": "Quick search",
      "description": "Low-latency multi-engine web search that returns snippets with source URLs.",
      "tags": [
        "search",
        "web",
        "snippets"
      ],
      "inputModes": [
        "text"
      ],
      "outputModes": [
        "application/json"
      ],
      "examples": [
        "Find recent reporting on the latest open-source MCP registry."
      ]
    },
    {
      "id": "write_report",
      "name": "Write report",
      "description": "Produce a long-form research report from accumulated research context.",
      "tags": [
        "report",
        "writing",
        "long-form"
      ],
      "inputModes": [
        "text"
      ],
      "outputModes": [
        "text/markdown",
        "application/pdf",
        "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
      ]
    },
    {
      "id": "get_research_sources",
      "name": "Get research sources",
      "description": "Return the list of source URLs used in the most recent research run.",
      "tags": [
        "sources",
        "citations"
      ],
      "inputModes": [],
      "outputModes": [
        "application/json"
      ]
    }
  ],
  "links": {
    "homepage": "https://gptr.dev",
    "agentView": "https://gptr.dev/agent",
    "docs": "https://docs.gptr.dev",
    "github": "https://github.com/assafelovic/gpt-researcher",
    "mcpServer": "https://github.com/assafelovic/gptr-mcp",
    "openapi": "https://gptr.dev/openapi.json",
    "aiPlugin": "https://gptr.dev/.well-known/ai-plugin.json",
    "mcpDiscovery": "https://gptr.dev/.well-known/mcp.json",
    "llmsTxt": "https://gptr.dev/llms.txt",
    "llmsFullTxt": "https://gptr.dev/llms-full.txt"
  }
}