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sirmews/mcp-pinecone

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Pinecone 集成,具有向量搜索能力。

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Type
Open Source

About sirmews/mcp-pinecone

mcp-pinecone is a Model Context Protocol (MCP) server that enables reading from and writing to a Pinecone vector index. It provides a set of tools for semantic search, document retrieval, index statistics, and document processing with automatic chunking and embedding generation via Pinecone's inference API. Designed primarily for integration with Claude Desktop, it supports rudimentary Retrieval-Augmented Generation (RAG) workflows. The server is open source, installable via Smithery or uv, and offers tools like semantic-search, read-document, list-documents, pinecone-stats, and process-document. Note: this repository has been archived and is no longer actively maintained.

Key Features

Semantic search across a Pinecone index
Read and write documents to Pinecone
List all documents in the Pinecone index
Get Pinecone index stats (record count, dimensions, namespaces)
Process documents with token-based chunking and embedding via Pinecone inference API
Integrates with Claude Desktop via Model Context Protocol
Installable via Smithery or uv

Pros & Cons

Pros
  • Open source and free to use
  • Easy installation via Smithery or uv
  • Direct integration with Claude Desktop
  • Uses Pinecone's built-in inference API for embeddings, no separate model needed
  • Provides multiple tools for index interaction within MCP ecosystem
Cons
  • Repository archived and read-only as of November 2025, no longer maintained
  • Described as 'rudimentary' RAG implementation
  • Requires a Pinecone account and API key
  • Limited to Pinecone vector database only

Best For

Rudimentary Retrieval-Augmented Generation (RAG)Semantic search over vector databaseDocument management and retrieval in Pinecone

FAQ

How do I install mcp-pinecone?
You can install it automatically via Smithery using: npx -y @smithery/cli install mcp-pinecone --client claude. Alternatively, use uv: uvx install mcp-pinecone or uv pip install mcp-pinecone, then configure the Claude Desktop config file.
What tools does mcp-pinecone provide?
It provides five tools: semantic-search, read-document, list-documents, pinecone-stats, and process-document. These allow searching, reading, listing, retrieving stats, and processing documents into the Pinecone index.
Is this server still actively maintained?
No. The repository was archived by the owner on November 10, 2025, and is now read-only. It is no longer actively maintained or updated.