Retrieves and processes documentation via vector search to add relevant context to answers.
Setup
Choose your client, copy the config, then fill in any required environment variables.
claude mcp add rag-docs --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env QDRANT_URL='<QDRANT_URL>' --env QDRANT_API_KEY='<QDRANT_API_KEY>' -- npx -y @hannesrudolph/mcp-ragdocs~/.codex/config.toml
[mcp_servers.rag-docs]
command = "npx"
args = ["-y", "@hannesrudolph/mcp-ragdocs"]
env = { OPENAI_API_KEY = "<OPENAI_API_KEY>", QDRANT_URL = "<QDRANT_URL>", QDRANT_API_KEY = "<QDRANT_API_KEY>" }
# codex mcp add rag-docs --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env QDRANT_URL='<QDRANT_URL>' --env QDRANT_API_KEY='<QDRANT_API_KEY>' -- npx -y @hannesrudolph/mcp-ragdocs~/.cursor/mcp.json
{
"mcpServers": {
"rag-docs": {
"command": "npx",
"args": [
"-y",
"@hannesrudolph/mcp-ragdocs"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"QDRANT_URL": "<QDRANT_URL>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}.vscode/mcp.json
{
"servers": {
"rag-docs": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@hannesrudolph/mcp-ragdocs"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"QDRANT_URL": "<QDRANT_URL>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"rag-docs": {
"command": "npx",
"args": [
"-y",
"@hannesrudolph/mcp-ragdocs"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"QDRANT_URL": "<QDRANT_URL>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}claude_desktop_config.json
{
"mcpServers": {
"rag-docs": {
"command": "npx",
"args": [
"-y",
"@hannesrudolph/mcp-ragdocs"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"QDRANT_URL": "<QDRANT_URL>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}.trae/mcp.json
{
"mcpServers": {
"rag-docs": {
"command": "npx",
"args": [
"-y",
"@hannesrudolph/mcp-ragdocs"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"QDRANT_URL": "<QDRANT_URL>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}Environment variables
OPENAI_API_KEYQDRANT_URLQDRANT_API_KEY
Replace the placeholders with your own credentials and keep them out of version control.