X threadAI Skills, Agents & MCP · Knowledge MCP
Keyless MCP server exposing 42 tools over Overture Maps open data: place search, geocoding, routing, isochrones and area comparisons.
Why it’s a gem
Returns ranked 2K-token answers instead of the 400KB GeoJSON dumps that blow the context window.
MCP server giving agents persistent memory as Open Knowledge Format markdown files on disk, indexed in SQLite FTS5 for fast lookups.
Append-only SQLite store of typed facts for agents, exposed over MCP, returning a freshness and assurance verdict on every recalled belief.
MCP server that drives Google NotebookLM so agents can query and build notebooks programmatically.
Self-hostable personal context MCP: one endpoint for accounts, memory, skills, vault, and audit that every agent you authorize can share.
MCP server exposing a local markdown second brain to agents with search and structured retrieval.