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norandom

RAGFlow Claude MCP Server

by norandom

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
DSPY_MODELNoDSPy language model for query refinementopenai/gpt-4o-mini
OPENAI_API_KEYYesOpenAI API key (required for DSPy query deepening)
RAGFLOW_API_KEYYesYour RAGFlow API key (required)
RAGFLOW_BASE_URLNoBase URL of your RAGFlow instancehttp://192.168.122.93:9380
CF_ACCESS_CLIENT_IDNoCloudflare Zero Trust Access Client ID (optional)
RAGFLOW_DEFAULT_RERANKNoDefault rerank modelrerank-multilingual-v3.0
CF_ACCESS_CLIENT_SECRETNoCloudflare Zero Trust Access Client Secret (optional)

Tools

Functions exposed to the LLM to take actions

NameDescription

No tools

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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