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
CorefluxCommunity/Coreflux-MQTT-MCP-Server
Coreflux MQTT MCP Server is a Model Context Protocol server written in Python that connects MCP-compatible assistants to Coreflux MQTT brokers. Through it a model reaches the full Coreflux API surface of models, actions, rules and routes, with dynamic discovery that lists the actions actually available on the connected broker rather than relying on a fixed tool list. It can also generate LOT (Language-of-Things) code through the Coreflux Copilot API when an API key is supplied, and it exposes health checks for monitoring the running service. Connections support TLS, with separate settings for a CA certificate, a client certificate and a private key, alongside broker host, port, user and password. Message processing is asynchronous and non-blocking, with rate limiting and a queue so a busy broker does not stall the server. Logging is structured, rotated and sanitised so credentials do not leak into log files, and a configuration validation step checks the environment and the referenced certificate files before the server starts. Two deployment paths are documented. The Docker route clones the repository, copies the example environment file and brings the service up with docker compose, with container health checks and Kubernetes support available. The development route installs requirements with pip and then runs an interactive setup assistant that walks through broker settings, TLS certificates, Copilot integration and logging, validating and testing the result; make validate, make test and make run wrap the common commands. Claude Desktop is connected by adding a server entry that runs server.py with the MQTT environment variables inline. The repository ships a unit test suite with mocking and coverage reporting, pre-commit hooks, linting and a GitHub Actions pipeline with security scanning. It targets teams already running Coreflux who want assistant-driven access to broker automation.
https://github.com/CorefluxCommunity/Coreflux-MQTT-MCP-Server
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