hubmesh is a Model Context Protocol (MCP) server: Deterministic multi-hop graph retrieval for RAG. Zero LLM calls in the query path. In practice that means any MCP-compatible AI assistant can call hubmesh's tools directly — the model decides when to use them in a conversation or agent run.
It runs locally: the Python package hubmesh (via uvx) speaks MCP over stdio on your machine. No credentials are required — it works out of the box. The current release is v0.4.1, published under the MIT license, with source at DemigodDSK/hubmesh on GitHub.
hubmesh is listed under AI & Agents on mcp.site and works with any MCP client — Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed and the rest of the ecosystem — using the install snippets below. If you maintain hubmesh for DemigodDSK, claim this listing to verify ownership, earn the Verified badge, and keep the details current.