autodev-codebase
autodev-codebase is an MCP server, listed under memory & vectors. Its repository has 121 GitHub stars; we last read it on 2026-10-22.
This tool provides vector embedding-based code semantic search, integrating with MCP server and multiple models. It can operate as a pure CLI tool and supports Ollama for local embedding and reranking, ensuring offline operation and privacy protection.
Install
Read from autodev-codebase’s own README, close to verbatim -- not written by us, and not guessed.
npm install -g @autodev/codebase
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
A vector embedding-based code semantic search tool with MCP server and multi-model integration. Can be used as a pure CLI tool. Supports Ollama for fully local embedding and reranking, enabling complete offline operation and privacy protection for your code repository
What autodev-codebase can do
3 tools documented in its README. An AI client calls these by name.
call- Call graph analysis - Trace function call relationships and execution paths
index- Index the codebase
stdio- Start stdio adapter for MCP
Read from the README; names are kept only if the README contains them.
autodev-codebase compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| autodev-codebase (this page) | — | None listed | 121 | 2026-07-05 | — |
| mcp-server-qdrant | qdrant | QDRANT_API_KEY | 1,553 | 2026-09-04 | Apache-2.0 |
| mcp-knowledge-graph | — | None listed | 886 | 2026-05-29 | MIT |
| chroma-mcp | chroma | CHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS | 601 | 2025-09-17 | Apache-2.0 |
| caura | — | None listed | 504 | 2026-10-25 | Apache-2.0 |
| MemoryMesh | — | None listed | 354 | 2026-03-01 | MIT |
Ranked by services in common with autodev-codebase, then by stars. Figures are from each repository when we last read it.
Common questions about autodev-codebase
- What does autodev-codebase do?
- This tool provides vector embedding-based code semantic search, integrating with MCP server and multiple models. It can operate as a pure CLI tool and supports Ollama for local embedding and reranking, ensuring offline operation and privacy protection.
- How do I install autodev-codebase?
- Its own README gives this command: npm install -g @autodev/codebase. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- Is autodev-codebase official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 121 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-07-05.
- What licence does autodev-codebase use?
- The repository metadata we read does not state a licence, so check the repository before you rely on it.
More MCP servers for memory & vectors
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- mcp-knowledge-graph886 stars
- chroma-mcp601 stars
- caura504 stars
- MemoryMesh354 stars
- neural-memory242 stars