defrost-ai
Rank #8,851glama/Signaturi4/defrost-ai
Gives Claude Code and other MCP clients cited answers from a local, code-aware hybrid index of a repository's documentation and source, returning path:line sections linked to the code symbols they name. It also stores session handoff notes and doc/code conflict decisions in a git-backed memory, all running offline with no API calls or data leaving the machine.
What you can do with defrost-ai
defrost-ai is a Model Context Protocol (MCP) server published by Signaturi4. It ranks #8,851 of 152,076 active servers on MCP Toplist, and its repository has 1 GitHub stars. defrost-ai is listed on Glama, with 4 release tags tracked from its GitHub repository. It was first listed on Oct 1, 2026 and most recently updated on Oct 2, 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 defrost-ai 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 defrost-ai
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 25, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect defrost-ai 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 1, 2026
- Latest release tag
- Oct 2, 2026
- Version history
- 4 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 25, 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 25, 2026
- Glama ↗listed since Oct 2, 2026 · still listed
Do you maintain defrost-ai? to correct or enrich this profile.
GitHub releases (4)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.2.1 | Oct 2, 2026 |
| v1.2.0 | Oct 2, 2026 |
| v1.1.0 | Oct 1, 2026 |
| v1.0.0 | Oct 1, 2026 |
Ranks ahead of 143,225 of 152,076 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%2FSignaturi4%2Fdefrost-ai)<a href="https://mcptoplist.com/server/glama%2FSignaturi4%2Fdefrost-ai"><img src="https://mcptoplist.com/badge/glama%2FSignaturi4%2Fdefrost-ai.svg" alt="MCP Toplist: Top 10% of 152,076" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains defrost-ai?
- defrost-ai is maintained by Signaturi4, which publishes 1 MCP server (4 total versions) tracked on MCP Toplist.
- Is defrost-ai listed on the Official MCP Registry?
- defrost-ai is not on the Official MCP Registry. It is listed on Glama.
- How many versions does defrost-ai have?
- No registry surfaces explicit version metadata for defrost-ai; MCP Toplist tracks 4 release tags from its GitHub repository, most recently published on Oct 2, 2026.
- Where can I find the source code for defrost-ai?
- The source code for defrost-ai is hosted at github.com/Signaturi4/defrost-ai.
Do you run this server?
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