TxtAi Memory Vector Server
Rank #29,772glama/rmtech1/txtai-assistant-mcp
Model Context Protocol (MCP) server implementation for semantic search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic search capabilities. You can use Claude and Cline AI Also
What you can do with TxtAi Memory Vector Server
TxtAi Memory Vector Server is a Model Context Protocol (MCP) server published by rmtech1. It ranks #29,772 of 150,963 active servers on MCP Toplist, and its repository has 15 GitHub stars. TxtAi Memory Vector Server is listed across 3 registries — Glama, PulseMCP and mcp.so; no version information is available from the registries that list it or from its repository. It was first listed on Jan 11, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What TxtAi Memory Vector Server can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using TxtAi Memory Vector Server
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect TxtAi Memory Vector Server and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Jan 11, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 22, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since May 22, 2026 · still listed
- mcp.so ↗listed since Jun 4, 2026 · still listed
Do you maintain TxtAi Memory Vector Server? to correct or enrich this profile.
Version information unavailable
The registries that list this server do not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 121,191 of 150,963 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Frmtech1%2Ftxtai-assistant-mcp)<a href="https://mcptoplist.com/server/glama%2Frmtech1%2Ftxtai-assistant-mcp"><img src="https://mcptoplist.com/badge/glama%2Frmtech1%2Ftxtai-assistant-mcp.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains TxtAi Memory Vector Server?
- TxtAi Memory Vector Server is maintained by rmtech1, which publishes 1 MCP server tracked on MCP Toplist.
- Is TxtAi Memory Vector Server listed on the Official MCP Registry?
- TxtAi Memory Vector Server is not on the Official MCP Registry. It is listed on Glama, PulseMCP and mcp.so.
- How many versions does TxtAi Memory Vector Server have?
- Version information is unavailable for TxtAi Memory Vector Server: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for TxtAi Memory Vector Server?
- The source code for TxtAi Memory Vector Server is hosted at github.com/rmtech1/txtai-assistant-mcp.
Do you run this server?
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