microsoft/markitdown
MarkItDown is a Python tool that converts various file formats into Markdown and integrates with LLM applications via an MCP server for enhanced text analysis and document processing.
Awesome MCP › Other MCP Servers
Exa MCP Server is a Model Context Protocol (MCP) server designed to enable AI assistants, such as Claude, to perform real-time web searches by leveraging the Exa AI Search API. This server acts as an intermediary that allows AI models to access up-to-date web information in a controlled and secure manner, enhancing their ability to provide accurate and timely responses. The server supports multiple specialized search tools that cater to different types of queries and data sources. These tools include web_search_exa for optimized real-time web searches, research_paper_search for academic and research content, company_research for detailed business information, crawling for extracting content from specific URLs, competitor_finder to identify business competitors, linkedin_search for searching LinkedIn profiles and companies, wikipedia_search_exa for retrieving structured knowledge from Wikipedia, and github_search for searching GitHub repositories and related content. Users can configure the server to enable specific tools based on their needs. The server can be run locally or accessed remotely via Exa's hosted MCP server, with configuration instructions provided for integration with Claude Desktop. The setup involves adding the Exa MCP server configuration to Claude Desktop's settings, including the API key and desired tools. The project also supports installation and management through npm and Smithery, facilitating easy deployment and updates. Troubleshooting guidance is provided to address common issues such as server connectivity, API key validation, and configuration errors. Overall, Exa MCP Server enhances AI assistants' capabilities by providing them with real-time, diverse, and specialized web search functionalities through a standardized protocol, making it a valuable tool for applications requiring dynamic and comprehensive information retrieval.
https://github.com/exa-labs/exa-mcp-server
MarkItDown is a Python tool that converts various file formats into Markdown and integrates with LLM applications via an MCP server for enhanced text analysis and document processing.
A curated collection of Model Context Protocol (MCP) servers that enable AI models to securely interact with local and remote resources through standardized server implementations.
The Model Context Protocol Servers repository offers reference implementations and third-party integrations that demonstrate how MCP enables Large Language Models to securely access and interact with diverse tools and data sources.
World Monitor is an AI-powered, real-time global intelligence dashboard aggregating news and monitoring geopolitical and infrastructure data for unified situational awareness.
Headroom is a context compression layer for AI agents, reducing token usage by 60-95% while preserving accuracy, implemented as a library, proxy, and MCP server.
OmniRoute is a free AI gateway that connects various AI tools and models from over 230 providers through a single endpoint, featuring token compression, smart auto-fallback, and support for Model C...
This comprehensive curriculum teaches AI engineering from scratch, focusing on building AI algorithms, agents, and MCP servers hands-on, covering everything from mathematical foundations to autonom...
Open source, self-hostable SEO platform that exposes its keyword, rank, backlink and site-audit data to AI agents through an MCP server and a set of companion agent skills.