Crawler Summary

Crawled github.com fdebf265 answer-first brief

tual environment in cognee mcp directory source .venv/bin/activate Set up your OpenAI API key in .env for a quick setup with the default cognee configurations LLM_API_KEY="YOUR_OPENAI_API_KEY" Run cognee mcp server wi... tual environment in cognee mcp directory source .venv/bin/activate Set up your OpenAI API key in .env for a quick setup with the default cognee configurations LLM_API_KEY="YOUR_OPENAI_API_KEY" Run cognee mcp server with stdio (default) python src/server.py or stream responses over SSE python src/server.py --transport sse or run with Streamable HTTP transport (recommended for web deployments) python src/server.py --tr Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Freshness

Last checked 3/14/2026

Best For

Crawled github.com fdebf265 is best for general automation workflows where documented compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, CURATED SEEDS, runtime-metrics, public facts pack

Agent DossierCURATED SEEDSSafety: 84/100

Crawled github.com fdebf265

tual environment in cognee mcp directory source .venv/bin/activate Set up your OpenAI API key in .env for a quick setup with the default cognee configurations LLM_API_KEY="YOUR_OPENAI_API_KEY" Run cognee mcp server wi... tual environment in cognee mcp directory source .venv/bin/activate Set up your OpenAI API key in .env for a quick setup with the default cognee configurations LLM_API_KEY="YOUR_OPENAI_API_KEY" Run cognee mcp server with stdio (default) python src/server.py or stream responses over SSE python src/server.py --transport sse or run with Streamable HTTP transport (recommended for web deployments) python src/server.py --tr

Public facts

3

Change events

1

Artifacts

0

Freshness

Mar 14, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Trust evidence available

Trust score

Unknown

Compatibility

Profile only

Freshness

Mar 14, 2026

Vendor

Topoteretes

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Setup snapshot

  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Topoteretes

profilemedium
Observed Apr 14, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredCURATED SEEDS

Extracted files

0

Examples

0

Snippets

0

Languages

Unknown

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredCURATED SEEDS

Docs source

CURATED SEEDS

Editorial quality

ready

tual environment in cognee mcp directory source .venv/bin/activate Set up your OpenAI API key in .env for a quick setup with the default cognee configurations LLM_API_KEY="YOUR_OPENAI_API_KEY" Run cognee mcp server wi... tual environment in cognee mcp directory source .venv/bin/activate Set up your OpenAI API key in .env for a quick setup with the default cognee configurations LLM_API_KEY="YOUR_OPENAI_API_KEY" Run cognee mcp server with stdio (default) python src/server.py or stream responses over SSE python src/server.py --transport sse or run with Streamable HTTP transport (recommended for web deployments) python src/server.py --tr

Full README

tual environment in cognee mcp directory source .venv/bin/activate Set up your OpenAI API key in .env for a quick setup with the default cognee configurations LLM_API_KEY="YOUR_OPENAI_API_KEY" Run cognee mcp server with stdio (default) python src/server.py or stream responses over SSE python src/server.py --transport sse or run with Streamable HTTP transport (recommended for web deployments) python src/server.py --transport http --host 127.0.0.1 --port 8000 --path /mcp You can do more advanced configurations by creating .env file using our template. To use different LLM providers / database configurations, and for more info check out our documentation . 🐳 Docker Usage If you'd rather run cognee-mcp in a container, you have two options: Build locally Make sure you are in /cognee root directory and have a fresh .env containing only your LLM_API_KEY (and your chosen settings). Remove any o

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingCURATED SEEDS

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

No protocol metadata captured.

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Missingagent-directory
No close protocol neighbors were found.
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": []
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CURATED_SEEDS",
      "generatedAt": "2026-10-09T23:55:45.110Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [],
  "flattenedTokens": ""
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Topoteretes",
    "href": "https://github.com/topoteretes/cognee/tree/main/cognee-mcp",
    "sourceUrl": "https://github.com/topoteretes/cognee/tree/main/cognee-mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T23:26:25.608Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-fdebf2655b5204d7547d/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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