TxtAI MCP Server mcp_server

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. All functionality can be served via it's API and the API supports MCP. Docs: https://neuml.github.io/txtai/api/mcp/

Link
https://github.com/neuml/txtai

Listing data from Glama (https://glama.ai) — Glama listing

Adoption

Maintainer
neuml
Repository
neuml/txtai
GitHub stars
12,991
Last push
2026-10-02

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For agents: this record, and a ranked search over the whole catalog, are available through the API. Start at /llms.txt.