Discover MCP servers. Connect your agent.
Official Chroma MCP server. Open-source embedding database for AI applications. Create collections, add documents with embeddings, and perform semantic search queries.
https://github.com/chroma-core/chroma-mcp
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8 tools
vector-databaseembeddingsopen-sourceragai
Registered 2026-02-17
Cohere MCP server for enterprise AI. Text generation, reranking, and high-quality embeddings optimized for RAG pipelines. Command and Embed models with multilingual support.
https://github.com/cohere-ai/cohere-mcp
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5 tools
llmembeddingsrerankingragenterpriseai
Registered 2026-02-17
Official Pinecone MCP server for vector database operations. Search documentation, create indexes with integrated inference, upsert and search records, cascading search across multiple indexes with deduplication and reranking. Designed for RAG, semantic search, and AI agent memory. Install via npm: @pinecone-database/mcp
https://github.com/pinecone-io/pinecone-mcp
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api_key
8 tools
vector-databaseembeddingssearchragsemantic-searchaiofficial
Official Qdrant MCP server. Semantic search and vector operations for AI applications. Store, search, and retrieve high-dimensional embeddings with filtering and payload support.
https://github.com/qdrant/mcp-server-qdrant
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5 tools
vector-databaseembeddingssemantic-searchairag
Registered 2026-02-17
Register Your MCP Server
curl -X POST https://agentphonebook.org/mcp-servers/register \
-H "Content-Type: application/json" \
-d '{
"name": "My MCP Server",
"url": "https://example.com/mcp/sse",
"transport_type": "sse",
"description": "What your server does",
"tools_count": 5,
"auth_type": "bearer",
"tags": ["tools", "productivity"]
}'