dolthub/dolt
Dolt is a SQL database with Git-like version control capabilities, enabling users to manage, version, and collaborate on data and schemas as easily as code in Git repositories.
sirmews/mcp-pinecone
The project "mcp-pinecone" is a Model Context Protocol (MCP) server designed to interface with the Pinecone vector database. It enables MCP clients, such as Claude Desktop, to perform reading and writing operations on a Pinecone index, facilitating semantic search and document management. The server architecture includes a server class that handles requests from MCP clients and implements various tools for interacting with the Pinecone service. These tools include semantic search, reading documents, listing documents, retrieving Pinecone index statistics, and processing documents by chunking, embedding, and upserting them into the index. The server communicates with the Pinecone service through a client that performs operations like searching, upserting, fetching, listing records, and generating embeddings using Pinecone's inference API. The project supports chunking documents based on tokens and embedding generation, which are essential for efficient semantic search and document retrieval. Installation is streamlined via Smithery or the uv package manager, with configuration instructions provided for integration with Claude Desktop on different operating systems. The project also includes development guidelines for building, publishing, and debugging the server, recommending the use of the MCP Inspector for enhanced debugging capabilities. Overall, mcp-pinecone serves as a bridge between MCP clients and the Pinecone vector database, enabling advanced semantic search and document handling capabilities within the MCP ecosystem. It is licensed under the MIT License and encourages community contributions and feedback.
https://github.com/sirmews/mcp-pinecone
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