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🔌 MCP Server Rankings

Top 50 Model Context Protocol (MCP) servers for AI integration

AllAggregatorsDeveloper ToolsData PlatformsCommunicationProductivityAI/MLDatabaseCloudSecurity
1
openai/mcp-openai
Score: 96

OpenAI API integration server.

AI/MLPythonMIT
⭐ 4.2K🍴 280PyPI: 75K
2
langchain/mcp-langchain
Score: 91

LangChain integration for MCP.

AI/MLPythonMIT
⭐ 3.9K🍴 240PyPI: 65K
3
pinecone/mcp-pinecone
Score: 90

Pinecone vector database.

AI/MLPythonMIT
⭐ 2.8K🍴 145PyPI: 38K
4
weaviate/mcp-weaviate
Score: 88

Weaviate vector search.

AI/MLPythonBSD-3
⭐ 2.4K🍴 125PyPI: 32K
5
huggingface/mcp-huggingface
Score: 93

Hugging Face models integration.

AI/MLPythonApache-2.0
⭐ 3.5K🍴 200PyPI: 55K
6
replicate/mcp-replicate
Score: 86

Replicate AI models integration.

AI/MLPythonMIT
⭐ 2.2K🍴 110PyPI: 28K
7
cohere/mcp-cohere
Score: 84

Cohere NLP integration.

AI/MLPythonMIT
⭐ 1.8K🍴 85PyPI: 22K
8
anthropic/mcp-anthropic
Score: 97

Anthropic Claude API integration.

AI/MLPythonMIT
⭐ 4.8K🍴 290PyPI: 85K
9
google/mcp-gemini
Score: 91

Google Gemini AI integration.

AI/MLPythonApache-2.0
⭐ 3.2K🍴 180PyPI: 48K