RAG-over-a-corpus MCP server. search_knowledge returns cited passages (source + heading + chunk index). Fully local, $0 embeddings, ChromaDB, incremental ingest.
Setup
Choose your client, copy the config, then fill in any required environment variables.
claude mcp add rag-jaimenbell -- uvx jaimenbell-rag-mcp~/.codex/config.toml
[mcp_servers.rag-jaimenbell]
command = "uvx"
args = ["jaimenbell-rag-mcp"]
# codex mcp add rag-jaimenbell -- uvx jaimenbell-rag-mcp~/.cursor/mcp.json
{
"mcpServers": {
"rag-jaimenbell": {
"command": "uvx",
"args": [
"jaimenbell-rag-mcp"
]
}
}
}.vscode/mcp.json
{
"servers": {
"rag-jaimenbell": {
"type": "stdio",
"command": "uvx",
"args": [
"jaimenbell-rag-mcp"
]
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"rag-jaimenbell": {
"command": "uvx",
"args": [
"jaimenbell-rag-mcp"
]
}
}
}claude_desktop_config.json
{
"mcpServers": {
"rag-jaimenbell": {
"command": "uvx",
"args": [
"jaimenbell-rag-mcp"
]
}
}
}.trae/mcp.json
{
"mcpServers": {
"rag-jaimenbell": {
"command": "uvx",
"args": [
"jaimenbell-rag-mcp"
]
}
}
}