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Document QA MCP Server

by parikshith49

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
QDRANT_URLYesYour Qdrant Cloud URL
QDRANT_HOSTNoQdrant host URLhttp://localhost:6333
OPENAI_API_KEYYesYour OpenAI API key
QDRANT_API_KEYYesYour Qdrant Cloud API key
GOOGLE_CLIENT_IDNoYour Google client ID
GOOGLE_REDIRECT_URINoGoogle OAuth redirect URIhttp://localhost:3000/oauth2callback
GOOGLE_CLIENT_SECRETNoYour Google client secret
GOOGLE_REFRESH_TOKENNoYour Google refresh token
SERVICE_ACCOUNT_PATHYesPath to your Google service account JSON file./service-account.json

Schema

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Tools

Functions exposed to the LLM to take actions

NameDescription

No tools

MCP directory API

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