Community Servers MCP Repositories

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.

A Model Context Protocol (MCP) server for interacting with GitHub Actions.

A comprehensive Model Context Protocol (MCP) server providing real-time weather data, air quality monitoring, forecasts, and astronomical information powered by Caiyun Weather API.

The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents

A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, leveraging .

A comprehensive MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.

MCP Server to Interact with Pulumi API, creates and lists Stacks

Transform Claude into your AI-powered API testing laboratory. Test, debug, and document APIs through natural conversation with authentication support, response validation, and performance metrics.

This MCP server offers a basic functionality to perform a search on Solr servers.

A free that provides global weather, climate, air quality forecast and geocoding services .

A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain.

(by yuanoOo) A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases.

Provides LLMs with essential random generation abilities, built entirely on Python's standard library.

MCP server that fetches and processes arXiv LaTeX sources for precise interpretation of mathematical expressions in papers.

An MCP to write and execute MATLAB scripts, maintain workspace context between MCP calls, visualize plots, and perform section-by-section analysis of MATLAB code with full access to MATLAB's computational capabilities.

MCP server for accessing United States Patent & Trademark Office data through its Open Data Protocol (ODP) API.

(by Stefano Amorelli) A community Model Context Protocol Server to access financial filings and data through the U.S. Securities and Exchange Commission () `Electronic Data Gathering, Analysis, and Retrieval` () database

Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details.

MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests.

MCP server for structured, iterative reasoning and thinking with flexible validation, confidence tracking, revision mechanisms, and branching support.

This MCP server enables LLMs to interact with Figma, allowing them to read and modify designs programmatically.

A comprehensive Model Context Protocol server for Electronic Design Automation tools, enabling AI assistants to synthesize Verilog with Yosys, simulate designs with Icarus Verilog, run complete ASIC flows with OpenLane, and view results with GTKWave and KLayout.

MCP Server for workflow orchestration and ELT/ETL with Prefect Server, and Prefect Cloud [https://www.prefect.io/] using the `prefect` python client.

Comprehensive PDF manipulation toolkit (merge, split, encrypt, optimize and much more)

Fast and free zeroshot lipsync MCP server.

An MCP server for pinning GitHub Actions and container base images to their immutable SHA hashes to prevent supply chain attacks.

Implementation for LINE Bot integration that enables Language Models to read and analyze LINE conversations through a standardized interface. Features asynchronous operation, comprehensive logging, webhook event handling, and support for various message types.

(by Steven Stavrakis) An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes.

Access Telegram channels and groups directly in Claude. Features dual-mode operation with API access (100x faster) or web scraping, unlimited post retrieval, and search functionality.

Google Analytics MCP Server to bring data across 200+ dimensions & metrics for LLMs to analyse.