memorylake
Search, retrieve, and analyze data from a MemoryLake Streamable HTTP MCP Server — the memory layer for AI Agents that provides intelligent unstructured file content retrieval and data analysis. Access the server directly via HTTP/curl (not via pre-configured MCP tools). Use this skill when the user wants to: (1) search for information across uploaded files in MemoryLake, (2) retrieve specific documents or data from MemoryLake, (3) analyze data stored in MemoryLake using Python code execution, (4) explore what's available in a MemoryLake memorylake, (5) ask natural-language questions about their files, or (6) perform data analysis, aggregation, or comparison across MemoryLake documents. Trigger phrases include: "search my files", "find in memorylake", "analyze my data", "what files do I have", "look up", "summarize my documents", "compare data across files", "run analysis on my data". --- name: memorylake description: > Search, retrieve, and analyze data from a MemoryLake Streamable HTTP MCP Server — the memory layer for AI Agents that provides intelligent unstructured file content retrieval and data analysis. Access the server directly via HTTP/curl (not via pre-configured MCP tools). Use this skill when the user wants to: (1) search for information across uploaded files in MemoryLake, (2) retrie
Rank
33
Safety
94
Stars
4
Updated
Apr 15, 2026
Source
GITHUB OPENCLEW
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 4/15/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
- Vendor
- Memorylake Aivendor · observed Apr 15, 2026
- Protocol compatibility
- MCPcompatibility · observed Apr 15, 2026
- Adoption signal
- 4 GitHub starsadoption · observed Apr 15, 2026
- Crawlable docs
- 6 indexed pages on the official domainintegration · observed Apr 15, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
git clone https://github.com/memorylake-ai/memorylake-skills.git- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- 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.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/memorylake-ai-memorylake-skills/snapshot"
Documentation
GITHUB OPENCLEW
8,715 characters of source documentation, loaded on request.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"label": "Vendor",
"value": "Memorylake Ai",
"category": "vendor",
"href": "https://github.com/memorylake-ai/memorylake-skills",
"sourceUrl": "https://github.com/memorylake-ai/memorylake-skills",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "MCP",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/memorylake-ai-memorylake-skills/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/memorylake-ai-memorylake-skills/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "traction",
"label": "Adoption signal",
"value": "4 GitHub stars",
"category": "adoption",
"href": "https://github.com/memorylake-ai/memorylake-skills",
"sourceUrl": "https://github.com/memorylake-ai/memorylake-skills",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "docs_crawl",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"category": "integration",
"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,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/memorylake-ai-memorylake-skills/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/memorylake-ai-memorylake-skills/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
],
"events": [
{
"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,
"metadata": {}
}
]
}Record generated Oct 9, 2026.