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
JSON MCP Server lets a model query and manipulate JSON data without loading the whole document into its context. Its query tool takes a URL pointing at a JSON source plus a JSONPath expression, with extended operations layered on top of standard JSONPath: array slicing in the usual notation including negative indices, and sorting by a field in ascending or descending order. A separate filter tool takes a base JSONPath expression and a condition, returning only the matching elements. The practical value is in the combination — pointing at a large JSON API response and retrieving the five cheapest items sorted by price means the model receives five records instead of ten thousand, which is the difference between a usable answer and an exhausted context window. It is a JavaScript project published on npm as @gongrzhe/server-json-mcp and run through npx, with the README recommending a pinned version. Because it fetches from a URL rather than a local file, it doubles as a way to query any public JSON endpoint. The GitHub repository is archived and no longer maintained. The audience is people whose assistants work against JSON APIs and need server-side filtering, best treated as a small reference implementation given its status.
https://github.com/GongRzhe/JSON-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.