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Glama

Crawl4AI RAG MCP Server

MIT License
2

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
NEO4J_URINoNeo4j database URI (optional, for hallucination detection)bolt://localhost:7687
NEO4J_USERNoNeo4j username (optional, for hallucination detection)neo4j
API_PROVIDERNoChoose your provider: 'gemini' or 'openai'gemini
MODEL_CHOICENoYour chosen modelgemini-1.5-flash-latest
SUPABASE_URLNoYour Supabase URL
USE_RERANKINGNoEnable/disable reranking for RAGtrue
GEMINI_API_KEYNoYour Gemini API key
NEO4J_PASSWORDNoNeo4j password (optional, for hallucination detection)
OPENAI_API_KEYNoYour OpenAI API key
USE_AGENTIC_RAGNoEnable/disable agentic RAGtrue
USE_HYBRID_SEARCHNoEnable/disable hybrid search for RAGtrue
USE_KNOWLEDGE_GRAPHNoEnable/disable knowledge graph for hallucination detectionfalse
SUPABASE_SERVICE_KEYNoYour Supabase service key
USE_CONTEXTUAL_EMBEDDINGSNoEnable/disable contextual embeddings for RAGfalse

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

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/vedantparmar12/MCP-RAG'

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