Code Summarizer MCP
Rank #43,622glama/nicobailon/code-summarizer
Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.
What you can do with Code Summarizer MCP
Code Summarizer MCP is a Model Context Protocol (MCP) server published by nicobailon. It ranks #43,622 of 144,396 active servers on MCP Toplist, and its repository has 5 GitHub stars. Code Summarizer MCP 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 Mar 24, 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 Code Summarizer 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 Code Summarizer MCP
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
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 Code Summarizer 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
No task-specific alternatives are catalogued for Code Summarizer MCPyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Mar 24, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- 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 Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- mcp.so ↗listed since Jun 4, 2026 · still listed
Do you maintain Code Summarizer MCP? 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 100,774 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%2Fnicobailon%2Fcode-summarizer)<a href="https://mcptoplist.com/server/glama%2Fnicobailon%2Fcode-summarizer"><img src="https://mcptoplist.com/badge/glama%2Fnicobailon%2Fcode-summarizer.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 Code Summarizer MCP?
- Code Summarizer MCP is maintained by nicobailon, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
- Is Code Summarizer MCP listed on the Official MCP Registry?
- Code Summarizer MCP is not on the Official MCP Registry. It is listed on Glama, PulseMCP and mcp.so.
- How many versions does Code Summarizer MCP have?
- Version information is unavailable for Code Summarizer MCP: 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 Code Summarizer MCP?
- The source code for Code Summarizer MCP is hosted at github.com/nicobailon/code-summarizer.
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