SERVER

TxtAI MCP Server

Rank #156

glama/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/

7 release tags
12,728 GitHub stars
by neuml (1 servers)View repository ↗
First listed
Apr 16, 2025
Last publish date
Jul 1, 2026
OVERVIEW

TxtAI MCP Server is a Model Context Protocol (MCP) server published by neuml. It ranks #156 of 76,851 servers tracked on MCP Toplist, and its repository has 12,728 GitHub stars. TxtAI MCP Server is listed on Glama, with 7 release tags tracked from its GitHub repository. It was first listed on Apr 16, 2025 and most recently updated on Jul 1, 2026.

STANDING
#156of 76,851 tracked serversTop 0.5%

Ranks ahead of 76,695 of 76,851 servers on MCP Toplist.

Recent momentum
+274GitHub stars since Apr 27 (+2%)
REGISTRIES

Listed on 1 registry

ORGANIZATION

neuml

Organization
Servers in org
1
Versions across org
7
VERSIONS

GitHub releases (7)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v9.5.0 · Feb 12, 2026v9.6.0 · Feb 25, 2026v9.7.0 · Mar 20, 2026v9.8.0 · Apr 29, 2026v9.9.0 · May 12, 2026v9.10.0 · Jun 4, 2026v9.11.0 · Jul 1, 2026Feb 12, 2026Jul 1, 2026
VersionPublished
v9.11.0Jul 1, 2026
v9.10.0Jun 4, 2026
v9.9.0May 12, 2026
v9.8.0Apr 29, 2026
v9.7.0Mar 20, 2026
v9.6.0Feb 25, 2026
v9.5.0Feb 12, 2026
FAQ

Frequently asked questions

Who maintains TxtAI MCP Server?
TxtAI MCP Server is maintained by neuml, which publishes 1 MCP server (7 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 7 release tags from its GitHub repository, most recently published on Jul 1, 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.
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