A Model Context Protocol (MCP) server implementation that integrates with [Vectorize](https://vectorize.io/) for advanced Vector retrieval and text extraction.

MCP Server Box is a Python project that integrates with the Box API to perform various operations such as file search, text extraction, AI-based querying, and data extraction. It leverages the `box-s…

MCP (Model Context Protocol) server to manage documents and perform searches using [Needle](https://needle-ai.com) through Claude’s Desktop Application.

This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.

Interact with large [OpenAPI](https://www.openapis.org/) docs using built-in semantic search for endpoints. Allows for customizing the MCP server prefix.

Server implementation for Microsoft Bing Web Search API.

An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions

Provides Google Search results via the Google Custom Search API

Vector database server for semantic document search and metadata filtering, built on Chroma

Dappier MCP Server connects any LLM or AI to real-time, proprietary data from trusted sources, enabling AI to become an expert by accessing specialized models like web search, news, sports, finance, …

This is a server based on the [Model Context Protocol](https://modelcontextprotocol.io) for scraping Weibo user information, feeds, and search functionality. This server can help retrieve detailed in…

A Model Context Protocol server for Gyazo image integration

A Model Context Protocol (MCP) server implementation that provides AI models with access to Typesense search capabilities. This server enables LLMs to discover, search, and analyze data stored in Typ…

A [Model Context Protocol](https://modelcontextprotocol.io/) (MCP) server for Aiven.

A server that uses Glean API to search and chat.

A MCP server to search Discourse posts on a Discourse forum.

RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using semantic search, filters, and explainable ranking.

An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. sources listed [here](https://devrev.ai/docs/import#available-source…