GitHubAI Skills, Agents & MCP · Knowledge MCP
Pure-Go git-native agent memory using OKF markdown, in-memory BM25 search under 300µs, and an embedded MCP server.
Why it’s a gem
Progressive disclosure cuts token bloat without a vector database.
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.
Keyless MCP server exposing 42 tools over Overture Maps open data: place search, geocoding, routing, isochrones and area comparisons.
Read-only MCP server on your own Cloudflare Workers account that links as a WhatsApp device so agents can search and read your personal chats.
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.