Scoped hybrid search (BM25, embeddings, reranking) and grounded answers over local files and folders
Connect Runs on your machine
claude mcp add rag-mcp -e OPENROUTER_API_KEY=<OPENROUTER_API_KEY> -- uvx ragmcp-cli==0.3.0
{
"mcpServers": {
"rag-mcp": {
"command": "uvx",
"args": [
"ragmcp-cli==0.3.0"
],
"env": {
"OPENROUTER_API_KEY": "<OPENROUTER_API_KEY>"
}
}
}
}
{
"mcpServers": {
"rag-mcp": {
"command": "uvx",
"args": [
"ragmcp-cli==0.3.0"
],
"env": {
"OPENROUTER_API_KEY": "<OPENROUTER_API_KEY>"
}
}
}
}
{
"servers": {
"rag-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"ragmcp-cli==0.3.0"
],
"env": {
"OPENROUTER_API_KEY": "<OPENROUTER_API_KEY>"
}
}
}
}
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
OPENROUTER_API_KEYOptional, secret | OpenRouter key for answer synthesis and hosted reranking; exact-word search works without it |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 12 Nov 2026 |
| Last updated | 12 Nov 2026 |
| Registry name | io.github.MasihMoafi/rag-mcp |
More ai and media servers See all
Listing data from the official MCP registry. Status and tools from NestDaddy's daily check. Browse all MCP servers.
