MCP Embedding Search

Alternative MCP servers

• MCP DuckDB Knowledge Graph Memory Server

  IzumiSy

  Verified

  A

  security

  A

  license

  A

  quality

  A memory server for Claude that stores and retrieves knowledge graph data in DuckDB, enhancing performance and query capabilities for conversations with persistent user information.

  8

  77

  4

  TypeScript

  MIT License

• LSD MCP Server

  lsd-so

  -

  security

  F

  license

  -

  quality

  The server connects the Claude AI to the internet through the capabilites of the LSD SQL language, turning web data into a queryable database-like structure to interact with real-world data efficiently.

  60

  Python

• Starknet MCP Server

  milancermak

  A

  security

  A

  license

  A

  quality

  Facilitates interaction with Starknet blockchain via MCP by exposing various RPC methods, allowing users to query chain states, transaction details, and block information using natural language queries.

  1

  2

  8

  TypeScript

  MIT License

• Puppeteer MCP Server

  jwaldor

  A

  security

  F

  license

  A

  quality

  Enables LLMs to perform web browsing tasks, take screenshots, and execute JavaScript using Puppeteer for browser automation.

  4

  13,230

  1

  JavaScript

• mcp-database-server

  fireproof-storage

  A

  security

  F

  license

  A

  quality

  Fireproof ledger database with multi-user sync

  4

  20

  11

  JavaScript

• mcp-server-qdrantofficial

  qdrant

  A

  security

  A

  license

  A

  quality

  This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

  2

  189

  Python

  Apache 2.0