MCP servers

GeoFS Flight Simulator

lobstercare/geofs-mcp

1

A Model Context Protocol (MCP) server for the GeoFS flight simulator, allowing AI models to control and interact with aircraft in the GeoFS browser-based flight simulator.

Japanese Text Analyzer

mistizz/mcp-japanesetextanalyzer

1

An MCP server capable of Japanese text analysis, providing character counting, word statistics and detailed linguistic feature analysis, supporting file paths and direct text input.

Clj Kondo

bigsy/clj-kondo-mcp

1

A Model Context Protocol (MCP) server that provides clj-kondo linting capabilities for Clojure/ClojureScript/EDN files. Handy for Claude code and desktop where there are no built in linting capabilities. You may want to consider editing your CLAUDE.md asking it to lint after editing.

YouTube Playlist Transcripts

luebken/playlist-mcp

1

This is an experimental MCP server, which makes the transcripts of a Youtube Playlist available.

Writeathon MCP Server

Hcs66/writeathon-mcp

1

A Writeathon API server based on the MCP protocol, providing a Node.js service integrated with the writing platform

YouTube Semantic Search

ia-programming/youtube-mcp

1

A Model Context Protocol (MCP) server that provides tools for searching YouTube videos, retrieving transcripts, and performing semantic search over video content.

MCP-for-VuFind

jaohbib/MCP-for-VuFind

1

A simple FastMCP-based MCP server project aimed at integrating VuFind's Swagger API into LLMs (such as Sonet), enabling LLMs to search literature through VuFind.

Tandoor MCP Server

starbuck93/tandoor-mcp-server

1

Tandoor MCP Server is a Model Context Protocol server for interacting with the Tandoor recipe manager, supporting creating recipes, managing meal plans, searching recipes, retrieving details, and managing shopping lists.

Mindm MCP

robertZaufall/mindm-mcp

1

A MindManager MCP server implementation providing a standardized interface for LLMs

MCP Enabled PDF Reader

karateboss/mcp_pdf_reader

1

Model Context Protocol (MCP) server exposes a tool called read_pdf to read a single pdf document. This has been tested on Claude Desktop and LibreChat with Ollama. Although there is no maximum size to the pdf file that can be read, the number of tokens passed to the model will be the limiting factor.

youtube

nabid-pf/youtube-video-summarizer-mcp

1

An MCP (Model Context Protocol) server that enables AI assistants to analyze and summarize YouTube videos by extracting captions, descriptions, and metadata.

Qualis MCP Server

yanjustino/qualis-mcp-server

1

Qualis, also known as Qualis-Periódicos or Qualis/CAPES, is a Brazilian system for evaluating academic journals, maintained by the Coordination for the Improvement of Higher Education Personnel (CAPES).

Go Debugger (Delve)

sunfmin/mcp-go-debugger

1

A debugger interface for Go programs that integrates with MCP (Model Context Protocol).

Louvre MCP

oliviermichel/louvre-mcp

1

A Model Context Protocol (MCP) server for interacting with the Louvre museum's collection. This server provides tools to search and retrieve artwork information from the Louvre's digital collection.

Gikendaasowin Aabajichiganan MCP

nbiish/gikendaasowin-aabajichiganan-mcp

1

Revolutionary MCP server with Enhanced 2-Round, 6-Stage Cognitive Deliberation Framework (v10.0.2). The deliberate tool implements an LLM-guided cognitive enhancement framework that prompts LLMs to evaluate and select from 15 modern cognitive techniques using a 0.00-0.99 scoring system with ≥1.53 threshold rule - accepting only input and context parameters.

Domain Check MCP

SebastianBoehler/domain-check-mcp

1

A Model Context Protocol (MCP) server for checking domain availability using IONOS endpoints.

Pox MCP Server

davidlin2k/pox-mcp-server

1

A Model Context Protocol (MCP) server implementation that provides network control and management capabilities through the POX SDN controller. This server enables Python-based network programming, OpenFlow device management, and automated network analysis through POX's modular architecture.

Ephor MCP

kstrikis/ephor-mcp

1

A Model Context Protocol (MCP) server that allows multiple AI agents to share and read each other's responses to the same prompt.

Ngspice MCP

gtnoble/ngspice-mcp

1

A Model Context Protocol (MCP) server that provides access to ngspice circuit simulation functionality through a standardized protocol interface. This server enables AI language models to interact with ngspice in a controlled and structured way.

Agent with MCP Server

AmoDinho/mcp-demo

1

This is a simple agent that uses the OpenAI Agents Python library to interact with an MCP server. You can ask the agent to calculate the sum of two numbers, or to tell you a joke.

Remote Cloudflare YouTube Transcript MCP Server

objones25/remote-cloudflare-youtube-transcript-mcp-server

1

This MCP server enables AI assistants to retrieve transcripts from YouTube videos through a simple API. The implementation combines the lightweight transcript extraction capabilities seen in kimtaeyoon83/mcp-server-youtube-transcript with the remote MCP server architecture from Cloudflare AI demos.

咔片 Cappt

cappt-team/mcp-server-nodejs

1

A Model Context Protocol server for generating outline and presentation with cappt.cc.

Gauntlet Incept

birdsmith/gauntlet-incept-mcp

1

A system for generating high-quality educational content tailored to students' knowledge levels and interests. This repository contains the code and resources for the Gauntlet-Incept project, which aims to build a system that generates high-quality educational content for K-8 students.

Google Classroom MCP Server

faizan45640/google-classroom-mcp-server

1

An MCP (Model Context Protocol) server that provides access to Google Classroom data through Claude and other AI assistants that support the MCP protocol.