CodeGraph Memory MCP Lite
Rank #79,580glama/StaryMoon/codegraph-memory-mcp-lite
Local-first MCP-style code memory for research repositories: enables file search, Python symbol extraction, import graph, and repo context packs.
What you can do with CodeGraph Memory MCP Lite
CodeGraph Memory MCP Lite is a Model Context Protocol (MCP) server published by StaryMoon. It ranks #79,580 of 167,945 active servers on MCP Toplist. CodeGraph Memory MCP Lite is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Jun 23, 2026 and most recently updated on Jun 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 CodeGraph Memory MCP Lite 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 CodeGraph Memory MCP Lite
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 Nov 3, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect CodeGraph Memory MCP Lite 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 CodeGraph Memory MCP Liteyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jun 23, 2026
- Latest release tag
- Jun 23, 2026
- Version history
- 1 release tag tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 3, 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
- Nov 3, 2026
- Glama ↗listed since Jun 23, 2026 · still listed
Do you maintain CodeGraph Memory MCP Lite? 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 |
|---|---|
| v0.1.0 | Jun 23, 2026 |
Ranks ahead of 88,365 of 167,945 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%2FStaryMoon%2Fcodegraph-memory-mcp-lite)<a href="https://mcptoplist.com/server/glama%2FStaryMoon%2Fcodegraph-memory-mcp-lite"><img src="https://mcptoplist.com/badge/glama%2FStaryMoon%2Fcodegraph-memory-mcp-lite.svg" alt="MCP Toplist: Top 50% of 167,945" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains CodeGraph Memory MCP Lite?
- CodeGraph Memory MCP Lite is maintained by StaryMoon, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
- Is CodeGraph Memory MCP Lite listed on the Official MCP Registry?
- CodeGraph Memory MCP Lite is not on the Official MCP Registry. It is listed on Glama.
- How many versions does CodeGraph Memory MCP Lite have?
- No registry surfaces explicit version metadata for CodeGraph Memory MCP Lite; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Jun 23, 2026.
- Where can I find the source code for CodeGraph Memory MCP Lite?
- The source code for CodeGraph Memory MCP Lite is hosted at github.com/StaryMoon/codegraph-memory-mcp-lite.
Do you run this server?
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