Haiku RAG MCP Server
by ggozadAgentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
Haiku RAG is an open-source mcp server by ggozad, written mainly in Python, with 645 GitHub stars and the MIT license. Its code was last updated Oct 30, 2026. The latest PyPI release is haiku.rag 0.112.0, published Nov 13, 2026, with 1,201 downloads last week.
Scan summary: scanned Nov 5, 2026 at commit 0b89b2e. Seen able to read environment and secrets, connect to the internet. Scan policy
What Haiku 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
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- 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 0b89b2e, Nov 5, 2026. See the scan policy.
Before you install Haiku Rag
AgenticMart scanned Haiku Rag on Nov 5, 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 run shell commands.
Before you install
- Keep tool-call approval on, and run it in a container if you can.
- 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 ggozad on GitHub, 645 stars and 58 forks. Popularity is not proof of safety.
- Last code change: Oct 30, 2026.
- Open-source license: MIT.
Haiku Rag is an open-source mcp server by ggozad, written mainly in Python. Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
At a glance
- Stars
- 645
- Forks
- 58
- Language
- Python
- License
- MIT
- Created
- Oct 2024
- Last update
- Oct 30, 2026
- Type
- MCP Server
- Price
- Free
Topics
Questions about Haiku Rag
What is Haiku Rag?
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
Who maintains Haiku Rag?
Haiku Rag is maintained by ggozad on GitHub (ggozad/haiku.rag). AgenticMart lists it from public repository data.
Is Haiku Rag safe to use?
AgenticMart scanned Haiku Rag on Nov 5, 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 Haiku Rag use?
It is published under the MIT license.
Haiku RAG alternatives
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