Devtoolwatch Boardcodebase-memory-mcp review
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 162 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
- 47.9kGitHub stars
- +540new stars, week of Oct 25
- #5in MCP and agent tools this week
codebase-memory-mcp at a glance
- Category
- MCP and agent tools
- Website
- deusdata.github.io/codebase-memory-mcp
Is codebase-memory-mcp growing? Usage data
In the week of Oct 25–31, 2026, codebase-memory-mcp ranked #69 on the Devtoolwatch Board and #5 in MCP and agent tools, with a momentum score of 71 out of 100.
Show the weekly numbers
| Week of | New stars |
|---|---|
| Aug 9, 2026 | 863 |
| Aug 16, 2026 | 961 |
| Aug 23, 2026 | 1.2k |
| Aug 30, 2026 | 1.2k |
| Sep 6, 2026 | 728 |
| Sep 13, 2026 | 831 |
| Sep 20, 2026 | 1.2k |
| Sep 27, 2026 | 791 |
| Oct 4, 2026 | 608 |
| Oct 11, 2026 | 535 |
| Oct 18, 2026 | 689 |
| Oct 25, 2026 | 540 |
The Board ranks tools by four signals each week: new stars, new stars for the repo's size, added downloads and download growth beyond the market. How the ranking works.
codebase-memory-mcp alternatives
Other MCP servers and agent tools on the Board in the week of Oct 25–31, 2026, by momentum:
| Rank | Tool | Stars | Downloads/wk |
|---|---|---|---|
| #1 | REAREA is an MCP server and CLI that lets coding agents reverse engineer native binaries, JavaScript and Electron apps, .NET assemblies,… | 415.5k | 760.6k |
| #2 | ha-mcpha-mcp is an unofficial Model Context Protocol server that lets AI assistants control and manage Home Assistant using natural language. | 5.4k | 118.1k |
| #3 | TregTreg is a registry and proxy that gives AI agents one token for a catalog of paid third-party API endpoints and team-shared tools. | 6.9k | 6.7k |
| #4 | Chrome DevTools MCPChrome DevTools MCP is an MCP server and CLI that lets coding agents control and inspect a live Chrome browser using Chrome DevTools. | 54.6k | 2.7M |
| #6 | open-computer-use👾 Open Computer Use – Open-Source Alternative to Codex Computer Use | 2.8k | – |
| #7 | Unity MCPUnity MCP is an open-source bridge that lets AI assistants control the Unity Editor through the Model Context Protocol. | 15.6k | – |
codebase-memory-mcp FAQ
How popular is codebase-memory-mcp?
codebase-memory-mcp has 47.9k GitHub stars as of Nov 1, 2026. It gained 540 new stars in the week of Oct 25–31, 2026, against a 12-week average of 852 a week. That made it #5 among MCP servers and agent tools on the Devtoolwatch Board.
What are the best alternatives to codebase-memory-mcp?
Other MCP servers and agent tools on the Devtoolwatch Board in the week of Oct 25–31, 2026, by momentum: REA (#1), ha-mcp (#2), Treg (#3), Chrome DevTools MCP (#4), open-computer-use (#6). The alternatives table above has their numbers.
Sources
codebase-memory-mcp README badge
Maintainers can show the tool's weekly Board rank in their README:
[](https://index.devtoolwatch.com/tools/deusdata-codebase-memory-mcp/)How this page is made: Devtoolwatch writes each review from the project's README, releases, package metadata and website, with an AI model, then checks every claim against the source it cites and drops what the sources don't support. The numbers come from Devtoolwatch's daily GitHub snapshots, GitHub's stargazer history, and the npm and PyPI download APIs. Spotted an error? Email [email protected].