MonkeyLLM

active

Knowledge engine for AI agents: your documents become a git-versioned markdown knowledge graph the agent navigates over MCP. Curated summaries, typed edges, cited answers, SQL over your spreadsheets, no chunking. Same 12B local model: 0/11 on multi-hop questions as top-k RAG, 11/11 as a navigator. Python, Apache-2.0, self-hostable.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository: github.com/JimmyWesley/MonkeyLLM
License: Apache-2.0
Last update: 2026-09-18
GitHub stars: ★ 13
Homepage: monkeyllm.com

agent-memory agentic-rag ai-agents ai-memory claude-code codex context-engineering deepseek-harness deepseek-harness-skills graphrag knowledge-base knowledge-graph

Listed in

github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.