haiku.rag runs on your own machine — the client starts it, so there is no endpoint to ping. 3 086 installs a week from pypi. Last commit 17 Sep 2026.
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
We read the source, 19 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
$("stat-breakdown").innerHTML = parts.join("<br>");
dict(os.environ),
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add haiku-rag -- uvx haiku-rag
{
"mcpServers": {
"haiku-rag": {
"args": [
"haiku-rag"
],
"command": "uvx"
}
}
}
[mcp_servers.haiku-rag]
command = "uvx"
args = ["haiku-rag"]
{
"mcpServers": {
"haiku-rag": {
"args": [
"haiku-rag"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"haiku-rag": {
"args": [
"haiku-rag"
],
"command": "uvx"
}
}
}
Local-first RAG MCP server: hybrid search over a folder of your own documents
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.
Cross-session memory and hybrid RAG over your notes and docs. Local-first, with cited answers.
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
Local-first RAG engine with MCP server for AI agent integration.
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers.
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
Answers built from our own checks of this server.