memsearch-mcp
Rank #38,900glama/TadMSTR/memsearch-mcp
Provides hybrid vector+BM25+reranker search and index-refresh tools over agent memory stored in markdown files, enabling forge agents to query memory across session, working, and docs tiers without direct file access.
What you can do with memsearch-mcp
memsearch-mcp is a Model Context Protocol (MCP) server published by TadMSTR. It ranks #38,900 of 144,396 active servers on MCP Toplist. memsearch-mcp is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on May 29, 2026 and most recently updated on Jul 23, 2026.
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 memsearch-mcp 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 memsearch-mcp
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 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect memsearch-mcp 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.
When to choose another server
- searxng-mcp#1,629
- Scoped MCP#2,866
- vikunja-mcp#5,709
- task-queue-mcp#6,202
- pm2-mcp#18,983
- backrest-mcp#20,857
- ntfy-mcp#67,005
- nextcloud-mcp#69,804
- PatchMon MCP Server#105,423
No task-specific alternatives are catalogued for memsearch-mcpyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 29, 2026
- Latest release tag
- Jul 23, 2026
- Version history
- 1 release tag tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 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 16, 2026
- Glama ↗listed since May 29, 2026 · still listed
Do you maintain memsearch-mcp? to correct or enrich this profile.
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.2.0 | Jul 23, 2026 |
Ranks ahead of 105,496 of 144,396 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%2FTadMSTR%2Fmemsearch-mcp)<a href="https://mcptoplist.com/server/glama%2FTadMSTR%2Fmemsearch-mcp"><img src="https://mcptoplist.com/badge/glama%2FTadMSTR%2Fmemsearch-mcp.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains memsearch-mcp?
- memsearch-mcp is maintained by TadMSTR, which publishes 10 MCP servers (96 total versions) tracked on MCP Toplist.
- Is memsearch-mcp listed on the Official MCP Registry?
- memsearch-mcp is not on the Official MCP Registry. It is listed on Glama.
- How many versions does memsearch-mcp have?
- No registry surfaces explicit version metadata for memsearch-mcp; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Jul 23, 2026.
- Where can I find the source code for memsearch-mcp?
- The source code for memsearch-mcp is hosted at github.com/TadMSTR/memsearch-mcp.
Do you run this server?
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