Crawler Summary
Crawled github.com 6fa22d05 answer-first brief
README.md README.md entrypoint.sh entrypoint.sh pyproject.toml pyproject.toml uv.lock uv.lock View all files README.md Outline cognee‑mcp - Run cognee’s memory engine as a Model Context Protocol server Demo . Learn mo... README.md README.md entrypoint.sh entrypoint.sh pyproject.toml pyproject.toml uv.lock uv.lock View all files README.md Outline cognee‑mcp - Run cognee’s memory engine as a Model Context Protocol server Demo . Learn more · Join Discord · Join r/AIMemory Build memory for Agents and query from any client that speaks MCP – in your terminal or IDE. ✨ Features Multiple transports – choose Streamable HTTP --transport http ( 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 6fa22d05 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
Crawled github.com 6fa22d05
README.md README.md entrypoint.sh entrypoint.sh pyproject.toml pyproject.toml uv.lock uv.lock View all files README.md Outline cognee‑mcp - Run cognee’s memory engine as a Model Context Protocol server Demo . Learn mo... README.md README.md entrypoint.sh entrypoint.sh pyproject.toml pyproject.toml uv.lock uv.lock View all files README.md Outline cognee‑mcp - Run cognee’s memory engine as a Model Context Protocol server Demo . Learn more · Join Discord · Join r/AIMemory Build memory for Agents and query from any client that speaks MCP – in your terminal or IDE. ✨ Features Multiple transports – choose Streamable HTTP --transport http (
Public facts
3
Change events
1
Artifacts
0
Freshness
Mar 14, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.
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Unpublished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.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.
Setup snapshot
- 1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
- 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.
Vendor (1)
Vendor
Topoteretes
Security (1)
Handshake status
UNKNOWN
Integration (1)
Crawlable docs
6 indexed pages on the official domain
Release & Crawl Timeline
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Artifacts Archive
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
0
Snippets
0
Languages
Unknown
Docs & README
Full documentation captured from public sources, including the complete README when available.
Docs source
CURATED SEEDS
Editorial quality
ready
README.md README.md entrypoint.sh entrypoint.sh pyproject.toml pyproject.toml uv.lock uv.lock View all files README.md Outline cognee‑mcp - Run cognee’s memory engine as a Model Context Protocol server Demo . Learn mo... README.md README.md entrypoint.sh entrypoint.sh pyproject.toml pyproject.toml uv.lock uv.lock View all files README.md Outline cognee‑mcp - Run cognee’s memory engine as a Model Context Protocol server Demo . Learn more · Join Discord · Join r/AIMemory Build memory for Agents and query from any client that speaks MCP – in your terminal or IDE. ✨ Features Multiple transports – choose Streamable HTTP --transport http (
Full README
README.md README.md entrypoint.sh entrypoint.sh pyproject.toml pyproject.toml uv.lock uv.lock View all files README.md Outline cognee‑mcp - Run cognee’s memory engine as a Model Context Protocol server Demo . Learn more · Join Discord · Join r/AIMemory Build memory for Agents and query from any client that speaks MCP – in your terminal or IDE. ✨ Features Multiple transports – choose Streamable HTTP --transport http (recommended for web deployments), SSE --transport sse (real‑time streaming), or stdio (classic pipe, default) API Mode – connect to an already running Cognee FastAPI server instead of using cognee directly (see API Mode below) Integrated logging – all actions written to a rotating file (see get_log_file_location()) and mirrored to console in dev Local file ingestion – feed .md, source files, Cursor rule‑sets, etc. straight from disk Background pipelines – long‑running cognify
Contract & API
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/trust"
Reliability & Benchmarks
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Media & Demo
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Related Agents
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": []
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "CURATED_SEEDS",
"generatedAt": "2026-10-09T18:30:49.864Z"
}
},
"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-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crawl-441429bc66d55c3ebf23-6fa22d05b4ac87615d56/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
}
]