MCP servers

MCP-llms-txt

SecretiveShell/MCP-llms-txt

14

MCP server for Awesome-llms-txt. Add documentation directly into your conversation via mcp resources.

12306 MCP

Joooook/12306-mcp

13

A 12306 ticket search server based on the Model Context Protocol (MCP). The server provides a simple API interface that allows users to search for 12306 tickets.

Boilerplate MCP Server

aashari/boilerplate-mcp-server

13

A production-ready foundation for developing custom Model Context Protocol (MCP) servers in TypeScript. Provides a complete layered architecture pattern, working example implementation, and comprehensive developer infrastructure to connect AI assistants with external APIs and data sources.

MCP Think Tool Server

cgize/claude-mcp-think-tool

13

This MCP server implements Anthropic's "think" tool, which provides Claude with a dedicated space for structured thinking during complex problem-solving tasks. As described in Anthropic's blog post, the think tool has been shown to significantly improve performance in complex tasks requiring policy adherence and reasoning in long chains of tool calls.

.Net Code Context

willibrandon/netcontextserver

13

NetContextServer empowers AI coding assistants like VS Code to deeply understand your.NET codebase through the Model Context Protocol (MCP). This means more accurate code suggestions, better answers to your questions, and a more productive coding experience.

Siliconflow Flux MCP Server

lioensky/siliconflow-flux-mcp-server

13

MCP-based SiliconFlow Flux image generation server

Claude Code

kunihiros/claude-code-mcp

13

If you need equivalent functionality, please fork the repository or look for actively maintained alternatives.

Gemsuite MCP

PV-Bhat/gemsuite-mcp

13

Professional Gemini API integration for Claude and all MCP-compatible hosts with intelligent model selection and advanced file handling.

Cosa-SAI (Gemini Docs)

m-gonzalo/cosa-sai

13

This project implements an MCP server that enables access to documentation for various technologies using the Gemini API with its gigantic context window of 2M tokens. It should work for any client, but is targeted especially to the Roo/Cline environment.

Mymcpspace MCP Server

glifxyz/mymcpspace-mcp-server

12

A Model Context Protocol (MCP) server that provides access to MyMCPSpace, allowing AI models to interact with posts, replies, likes, and feeds through a standardized interface.

MCP Server Replicate

gerred/mcp-server-replicate

12

A FastMCP server implementation for the Replicate API, providing resource-based access to AI model inference with a focus on image generation.

cal2prompt

shuntaka9576/cal2prompt

12

This project is still experimental. Features may change without notice. Use with caution!

MCP Time Php

uzulla/mcp-time-php

12

An MCP time server implemented in PHP, providing cross-timezone time lookup and conversion, letting LLMs retrieve time information via IANA timezone names.

MCP Mfm

d-zero-dev/mcp-server

12

MCP server dedicated to the D-ZERO frontend development environment, integrating Figma data retrieval and coding standard support

AI Humanizer

text2go/ai-humanizer-mcp-server

12

A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.

Telegram MCP Server

kfastov/telegram-mcp-server

12

Telegram CLI with background sync and an optional MCP server for your personal account (MTProto, not bot API).

Second Opinion (Code Assistant)

politwit1984/second-opinion-mcp-server

12

An MCP server that combines Gemini, Perplexity, and Stack Overflow to give Claude (or any MCP client) a multi-source second take on tough coding problems.

Alpaca MCP Server

tedlikeskix/alpaca-mcp-server

12

This is a Model Context Protocol (MCP) server for Alpaca, allowing LLMs like Claude to interact with the Alpaca trading API. It enables trading stocks, checking positions, fetching market data, and managing your account - all through natural language.

MCP Kibela

kj455/mcp-kibela

11

An MCP server that lets AI assistants such as Claude search and reference content stored in Kibela.

TIDAL Music

yuhuacheng/tidal-mcp

11

TIDAL MCP is a personalized music recommendation system that filters the TIDAL catalog through an LLM combined with user-defined criteria, supporting intelligent recommendations based on listening history/playlists and playlist management.

Slack MCP Client

tuannvm/slack-mcp-client

11

This client enables AI models (OpenAI GPT-4.1, Anthropic Claude 4.5, Ollama local models) to interact with real tools and systems through Slack conversations. Built on the industry-standard Model Context Protocol (MCP), it provides secure access to filesystems, databases, Kubernetes clusters, Git repositories, and custom tools.

Swiss MCP

a1j9o94/swiss

11

Swiss MCP is your AI-powered command center for orchestrating complex tasks with ease. Think of it as your personal AI assistant that can coordinate multiple AI tools to accomplish amazing things!

Atla MCP Server

atla-ai/atla-mcp-server

11

An MCP server implementation providing a standardized interface for LLMs to interact with the Atla API for state-of-the-art LLMJ evaluation.

Coding With Perplexity AI

politwit1984/mcp-perplexity-server

10

A Model Context Protocol (MCP) server that lets Claude (or any MCP client) ask Perplexity AI for code analysis, error explanations, and debugging help.