TxtAI MCP Server
Rank #127glama/neuml/txtai
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/
TxtAI MCP Server is a Model Context Protocol (MCP) server published by neuml. It ranks #127 of 115,460 servers tracked on MCP Toplist, and its repository has 12,913 GitHub stars. TxtAI MCP Server is listed on Glama, with 9 release tags tracked from its GitHub repository. It was first listed on Apr 16, 2025 and most recently updated on Aug 27, 2026.
Ranks ahead of 115,333 of 115,460 servers on MCP Toplist.
Use TxtAI MCP Server
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fneuml%2Ftxtai)<a href="https://mcptoplist.com/server/glama%2Fneuml%2Ftxtai"><img src="https://mcptoplist.com/badge/glama%2Fneuml%2Ftxtai.svg" alt="MCP Toplist: Top 1% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
neuml
GitHub releases (9)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v9.13.0 | Aug 27, 2026 |
| v9.12.0 | Jul 30, 2026 |
| v9.11.0 | Jul 1, 2026 |
| v9.10.0 | Jun 4, 2026 |
| v9.9.0 | May 12, 2026 |
| v9.8.0 | Apr 29, 2026 |
| v9.7.0 | Mar 20, 2026 |
| v9.6.0 | Feb 25, 2026 |
| v9.5.0 | Feb 12, 2026 |
Frequently asked questions
- Who maintains TxtAI MCP Server?
- TxtAI MCP Server is maintained by neuml, which publishes 1 MCP server (9 total versions) tracked on MCP Toplist.
- Is TxtAI MCP Server listed on the Official MCP Registry?
- TxtAI MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does TxtAI MCP Server have?
- No registry surfaces explicit version metadata for TxtAI MCP Server; MCP Toplist tracks 9 release tags from its GitHub repository, most recently published on Aug 27, 2026.
- Where can I find the source code for TxtAI MCP Server?
- The source code for TxtAI MCP Server is hosted at github.com/neuml/txtai.