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Pinecone MCP server enables Claude Desktop to read, write, and search Pinecone vector databases, facilitating semantic search and document management.
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Pinecone MCP server enables Claude Desktop to read, write, and search Pinecone vector databases, facilitating semantic search and document management.
This server allows Claude to interact with a Pinecone index. It's relatively safe for read-only operations like semantic search. However, write operations like processing documents pose a moderate risk if the agent is not carefully controlled, potentially leading to unintended data modification or deletion.
Performance depends on the size of the Pinecone index, the complexity of the queries, and the network latency between the MCP server and Pinecone service. Consider optimizing chunking strategy and embedding model for better performance.
Pinecone usage is based on storage, indexing, and query costs. Processing large documents with process-document can incur significant costs due to embedding generation and upsert operations.
npx -y @smithery/cli install mcp-pinecone --client claudesemantic-searchSearches the Pinecone index for records semantically similar to a query.
Read-only operation; no data modification.
read-documentRetrieves a specific document from the Pinecone index.
Read-only operation; no data modification.
list-documentsLists all documents present in the Pinecone index.
Read-only operation; no data modification.
pinecone-statsProvides statistics about the Pinecone index, such as record count and dimensions.
Read-only operation; no data modification.
process-documentProcesses a document by chunking, embedding, and upserting it into the Pinecone index.
Modifies the Pinecone index by adding new data.
API Key
local
This server allows Claude to interact with a Pinecone index. It's relatively safe for read-only operations like semantic search. However, write operations like processing documents pose a moderate risk if the agent is not carefully controlled, potentially leading to unintended data modification or deletion.
The agent has full read and write access to the Pinecone index by default. Exercise caution when granting autonomy, especially with the `process-document` tool.
Production Tip
Implement robust error handling and monitoring to track API usage and identify potential issues.
It's a server that allows Claude Desktop to interact with a Pinecone vector database for tasks like semantic search and document management.
You can install it using Smithery or manually via `uv pip install mcp-pinecone`.
The server uses API key authentication to connect to Pinecone.
Risks include API key compromise, malicious document processing, and unintended data modification.
Yes, but it requires modifying the server code or implementing additional access control mechanisms.
Implement logging and monitoring to track API usage and identify potential issues.
It supports searching, reading, listing, and processing documents, which involves chunking, embedding, and upserting data.