Code Graph RAG MCP Server
by vitali87The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Code Graph RAG is an open-source mcp server by vitali87, written mainly in Python, with 5,305 GitHub stars and the MIT license. Its code was last updated Nov 1, 2026.
Scan summary: scanned Nov 13, 2026 at commit 2b99322. Seen able to read environment and secrets, connect to the internet. Scan policy
What Code Graph Rag can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Seen in this scan, either in the code or while it ran.Read environment and secretsFound in the code by our scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Not checked directly. Its own description suggests it does this.Connect to databasesLikely, from its own description
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Seen in this scan, either in the code or while it ran.Connect to the internetFound in the code by our scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit 2b99322, Nov 13, 2026. See the scan policy.
Before you install Code Graph Rag
AgenticMart scanned Code Graph Rag on Nov 13, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An MCP server is a program your AI app starts and talks to. A local one runs with your user's permissions: it can see the files, environment variables and network your account can.
- Based on its description and topics, it likely needs to connect to a database.
Before you install
- Give it a read-only database user unless it must write.
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by vitali87 on GitHub, 5,305 stars and 708 forks. Popularity is not proof of safety.
- Last code change: Nov 1, 2026.
- Open-source license: MIT.
Code Graph Rag is an open-source mcp server by vitali87, written mainly in Python. The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
At a glance
- Stars
- 5.3k
- Forks
- 708
- Language
- Python
- License
- MIT
- Created
- Jun 2025
- Last update
- Nov 1, 2026
- Type
- MCP Server
- Price
- Free
Topics
Questions about Code Graph Rag
What is Code Graph Rag?
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Who maintains Code Graph Rag?
Code Graph Rag is maintained by vitali87 on GitHub (vitali87/code-graph-rag). AgenticMart lists it from public repository data.
Is Code Graph Rag safe to use?
AgenticMart scanned Code Graph Rag on Nov 13, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does Code Graph Rag use?
It is published under the MIT license.
Code Graph RAG alternatives
View more →Similar mcp servers in Data Science & ML, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Code Graph RAG (this page) vitali87 | 5.3k | MIT | Nov 1, 2026 | Scanned, no flagged issues |
| MaxKB 1Panel-dev | 23k | GPL-3.0 | Nov 1, 2026 | Scanned, no flagged issues |
| FunASR modelscope | 21k | MIT | Nov 1, 2026 | Scanned, no flagged issues |
| Ida Pro MCP mrexodia | 13k | MIT | Sep 26, 2026 | Scanned, no flagged issues |
| Pal MCP Server BeehiveInnovations | 12k | None found | Dec 15, 2025 | Not scanned yet |
| Osaurus osaurus-ai | 8.1k | MIT | Nov 1, 2026 | Scanned, no flagged issues |