MemForge
Rank #6,137glama/dodo-labs-ai/mem-forge
Gives AI agents a shared, cited memory of team knowledge built from docs, tickets, chat and confirmed decisions, exposing search, memory retrieval and source lookup over MCP. Agents can recall relevant conventions and evidence, and save new memories after user confirmation, across Claude Code and Codex sessions.
What you can do with MemForge
MemForge is a Model Context Protocol (MCP) server published by dodo-labs-ai. It ranks #6,137 of 164,500 active servers on MCP Toplist. MemForge is listed on Glama, with 2 release tags tracked from its GitHub repository. It was first listed on Oct 26, 2026 and most recently updated on Oct 26, 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 MemForge 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 MemForge
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 31, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect MemForge 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
- Oct 26, 2026
- Latest release tag
- Oct 26, 2026
- Version history
- 2 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 31, 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 31, 2026
- Glama ↗listed since Oct 27, 2026 · still listed
Do you maintain MemForge? to correct or enrich this profile.
GitHub releases (2)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| memforge-ai-v0.2.0b2 | Oct 26, 2026 |
| memforge-ai-v0.2.0b1 | Oct 26, 2026 |
Ranks ahead of 158,363 of 164,500 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%2Fdodo-labs-ai%2Fmem-forge)<a href="https://mcptoplist.com/server/glama%2Fdodo-labs-ai%2Fmem-forge"><img src="https://mcptoplist.com/badge/glama%2Fdodo-labs-ai%2Fmem-forge.svg" alt="MCP Toplist: Top 5% of 164,500" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains MemForge?
- MemForge is maintained by dodo-labs-ai, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
- Is MemForge listed on the Official MCP Registry?
- MemForge is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MemForge have?
- No registry surfaces explicit version metadata for MemForge; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Oct 26, 2026.
- Where can I find the source code for MemForge?
- The source code for MemForge is hosted at github.com/dodo-labs-ai/mem-forge.
Do you run this server?
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