amidabuddha/unichat-mcp-server

biomcp

4.6

by genomoncology

BioMCP is an open-source toolkit designed to enhance AI assistants with specialized biomedical knowledge by connecting them to authoritative biomedical data sources.

Sequential Thinking

4.6

by modelcontextprotocol

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

mindsdb

4.6

by mindsdb

MindsDB is an open-source server that enables seamless interaction with large-scale federated data using the Model Context Protocol (MCP).

mcp-hfspace

4.5

by evalstate

mcp-hfspace MCP Server connects to Hugging Face Spaces with minimal setup, providing Image Generation capabilities to Claude Desktop.

Model Context Protocol

4.5

by pollinations

A Model Context Protocol (MCP) server for the Pollinations APIs that enables AI assistants like Claude to generate images, text, and audio directly.

pg-mcp-server

4.4

by stuzero

unknown

mcp-server-calculator

4.4

by githejie

A Model Context Protocol server for calculating. This server enables LLMs to use calculator for precise numerical calculations.

tavily-mcp

4.3

by tavily-ai

The Tavily MCP server is a Model Context Protocol server that integrates with AI systems to provide real-time web search and data extraction capabilities.

MiniMax-MCP

4.3

by MiniMax-AI

Official MiniMax Model Context Protocol (MCP) server for interaction with Text to Speech and video/image generation APIs.

HowToCook-mcp

4.3

by worryzyy

HowToCook-MCP Server is a Model Context Protocol server that transforms AI assistants into personal chefs, helping users plan meals and recommend recipes.

apktool-mcp-server

4.3

by zinja-coder

apktool-mcp-server is a fully automated MCP server built on top of apktool to analyze Android APKs using LLMs like Claude, providing live reverse engineering support.

runno MCP

4.3

by taybenlor

`@runno/mcp` is a Model Context Protocol server that provides a secure code execution environment for AI assistants.

mcp-server-gemini

4.2

by aliargun

Gemini MCP Server is a Model Context Protocol server implementation that allows Claude Desktop to interact with Google's Gemini AI models.

mcp-server-example

4.1

by alejandro-ao

This repository contains an implementation of a Model Context Protocol (MCP) server for educational purposes, demonstrating how to build a functional MCP server that can integrate with various LLM clients.

rails-mcp-server

4.1

by maquina-app

A Ruby implementation of a Model Context Protocol (MCP) server for Rails projects, allowing LLMs to interact with Rails projects.

mcp-server-reddit

4.1

by Hawstein

A Model Context Protocol server providing access to Reddit public API for LLMs.

vertex-ai-mcp-server

4.1

by shariqriazz

This project implements a Model Context Protocol (MCP) server that provides a comprehensive suite of tools for interacting with Google Cloud's Vertex AI Gemini models, focusing on coding assistance and general query answering.

mcp-perplexity

4.0

by daniel-lxs

The Perplexity MCP Server provides a Python-based interface to the Perplexity API, offering tools for querying responses, maintaining chat history, and managing conversations.

ai-agent-marketplace-index-mcp

4.0

by AI-Agent-Hub

MCP Server for AI Agent Marketplace Index from DeepNLP, allowing AI assistants to search available AI agents by keywords or categories.

mem0-mcp

4.0

by pinkpixel-dev

A Model Context Protocol (MCP) server that integrates with Mem0.ai to provide persistent memory capabilities for LLMs.

gateway

4.0

by centralmind

CentralMind Gateway is a tool designed to expose databases to AI agents via MCP or OpenAPI protocols, providing secure, LLM-optimized APIs.

google-search

3.9

by web-agent-master

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches and extract results.

square-mcp-server

3.9

by square

The Square Model Context Protocol Server (Beta) allows AI assistants to interact with Square's connect API using the Model Context Protocol standard.

drawio-mcp-server

3.9

by lgazo

The Draw.io MCP server is a Model Context Protocol implementation that integrates Draw.io's diagramming capabilities with AI agentic systems.

rapidocr-mcp

3.9

by z4none

RapidOCR MCP Server is a Model Context Protocol server that provides an easy-to-use OCR interface.

blender-mcp

3.8

by ahujasid

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), enabling prompt-assisted 3D modeling, scene creation, and manipulation.

ableton-mcp

3.8

by ahujasid

AbletonMCP connects Ableton Live to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Ableton Live.