Ai Chatbot MCP Servers

PyMCPAutoGUI

6

by kitfactory

PyMCPAutoGUI is a tool designed to automate graphical user interface actions by bridging AI agents with the computer's GUI, allowing them to simulate human interactions like controlling the mouse and keyboard. It aims to streamline tasks, reduce manual efforts, and enhance AI capabilities in MCP-compatible environments.

glean-mcp-server

6

by longyi1207

Glean is an MCP server implementation that integrates with the Glean API to provide search and chat functionalities. It allows users to receive search results and interact with a chatbot through a user-friendly interface.

room-mcp

6

by agree-able

Room MCP is a tool designed to integrate Model Context Protocol with the Room protocol, allowing for the creation, management, and interaction of virtual rooms in a peer-to-peer environment. It features room protocol integration, invitation management, and optional transcript storage for improved agent-based collaborations.

recraft-mcp-server

6

by BartWaardenburg

Recraft MCP Server is a Model Context Protocol server designed for integrating Recraft.ai's image generation services. It provides a wide range of tools for generating and manipulating images while ensuring type-safe operations through Zod.

cloudflare-browser-rendering

6

by amotivv

This project explores using Cloudflare Browser Rendering to aid language models by providing web context. It involves experiments and an MCP server to assist with web content extraction for LLMs.

solana-mcp

6

by tony-42069

The Memecoin Observatory MCP for Solana is a server designed to analyze the memecoin ecosystem using both on-chain data and cultural trends. It offers features such as real-time tracking, social signal monitoring, and personalized portfolio advising, specifically for Solana-based memecoins.

oorlogsbronnen-mcp

6

by r-huijts

The Oorlogsbronnen MCP Server is a tool for AI-driven access to Dutch World War II archives, offering natural language queries and detailed historical data filtering. It enhances research capabilities with customizable content access from the Oorlogsbronnen database.

mcp

6

by ainblockchain

The AI Network MCP Server is a server implementation that connects AI Agents with the AI Network blockchain to provide decentralized capabilities like transaction management and account handling. It is designed to function as a bridge between AI systems and blockchain infrastructure, enhancing autonomy and blockchain interaction.

roblex-studio-mcp-server

6

by dmae97

The Roblex Studio MCP Server is a standalone server implementation designed for seamless integration with Roblox Studio and large language models, supporting AI-driven workflows through a unified protocol. It offers automatic launching, multiple transport modes, security features, and extensibility for custom tools.

perplexity-mcp-server

6

by laodev1

The Perplexity MCP Server is a Node.js server implementing the Model Context Protocol to enhance AI interactions with Claude by connecting to Perplexity's language models. It supports advanced tools for chat completion and quick queries.

mpc-tally-api-server

6

by crazyrabbitLTC

The MPC Tally API Server is an MCP server designed to interact with the Tally API, enabling AI agents to access DAO information, governance data, and metadata. It supports extensive features like sorting DAOs and comprehensive metadata retrieval.

obsidian-mcp-server

5

by Minhao-Zhang

The Obsidian MCP Server plugin provides a local server for external tools to interact with Obsidian vaults via a standardized protocol. It supports semantic search, file manipulation, and directory management using various MCP tools. The plugin offers multi-language support and integrates closely with Obsidian's settings and command palette.

openrouter-mcp-multimodal

5

by stabgan

OpenRouter MCP Multimodal Server is a versatile server designed to integrate chat and image analysis functionalities using the OpenRouter model ecosystem. It offers support for text and multimodal conversations, optimized image processing, and efficient model management through robust configuration options and performance enhancements.

exa-mcp-server

5

by theishangoswami

The Exa MCP Server is a Model Context Protocol server enabling AI assistants to perform web searches using the Exa AI Search API. It facilitates real-time web information retrieval with structured results, error handling, and full TypeScript implementation.

azure-ai-vision-face-mcp-server

5

by Azure-Samples

The Azure AI Vision Face MCP-Server is designed to integrate face liveness detection into AI workflows, ensuring proof of presence. This server supports a streamlined verification process, enhancing the user experience in AI task automation.

mcp

5

by SpaceFrontiers

The Space Frontiers MCP Server is designed to connect language models to Space Frontiers data sources, offering simple and semantic searches across various databases. It is built with FastAPI and provides a publicly hosted option as well as a setup for local deployment.

image-mcp-server

5

by champierre

Image-MCP-Server is a server designed to process images by receiving either URLs or local file paths. Utilizing the GPT-4o-mini model, it provides detailed image analysis and recognition.

Pagespeed-MCP-Server

5

by PhialsBasement

PageSpeed MCP Server is a Model Context Protocol server designed to extend AI assistants with web performance analysis capabilities through Google's PageSpeed Insights API. It offers detailed insights into performance metrics, best practices, SEO, accessibility, and resource optimization, facilitating comprehensive website assessments.

screenshot_mcp_server

5

by codingthefuturewithai

The Screenshot MCP Server is designed to enable AI tools to take and analyze screenshots by providing a robust platform for image capture and processing with support for different transport modes.

mcp-flux-schnell

5

by bytefer

The mcp-flux-schnell MCP server is a TypeScript-based application that provides text-to-image generation capabilities using the Flux Schnell model. It offers integration with Cloudflare's API and can generate images based on text descriptions.

FortunaMCP

5

by siliconsociety

FortunaMCP is an advanced MCP server designed to provide high-quality randomness for AI applications. Powered by the Fortuna C-extension and the Storm engine, it is essential for simulations requiring genuine randomness, such as Monte Carlo methods and game development, but not suited for security tasks.

gemini-mcp

5

by RLabs-Inc

The MCP Server Gemini integrates Google's Gemini models with Claude Code, enabling AI collaboration for tasks like brainstorming and code analysis. It offers features such as text analysis, content summarization, and image prompt generation.

postg-mem

5

by dariogriffo

PostgMem is a .NET service designed to store and manage AI memories using vector embeddings in PostgreSQL. It supports semantic search and tagging functionalities, and integrates seamlessly with the Model Context Protocol for AI applications.

mcp-minecraft-remote

5

by nacal

MCP Minecraft Remote is a tool to control a Minecraft player using an AI assistant, enabling remote server connections. It allows navigation, interaction, and communication within the Minecraft world through advanced control features.

higress-ai-search-mcp-server

5

by cr7258

Higress AI-Search MCP Server is a Model Context Protocol (MCP) server designed to improve AI model responses using real-time search results from several search engines. It supports internet, academic, and internal knowledge searches and can be configured via environment variables.

whatsapp-mcp2

5

by fyimail

WhatsApp Web MCP is a robust integration tool that allows AI models to interact with WhatsApp Web via the Model Context Protocol, providing automated and enhanced communication capabilities. Designed primarily for testing, it supports flexible deployment options and offers comprehensive WhatsApp functionalities through an MCP Server.

MCPXcode

5

by everettjf

MCPXcode is an open-source project designed to facilitate the integration of AI assistants within the Xcode development environment by implementing the Model Context Protocol (MCP). It enhances developer workflows through context exchange and tool execution, aiming to automate and optimize Xcode operations with AI assistance.

ZAP-MCP

5

by ajtazer

ZAP-MCP integrates OWASP ZAP with AI models through the Model Context Protocol to enable AI-driven security testing. It serves as a server exposing functions for security scans and analysis, offering features like real-time monitoring and automated report generation.

Fast-Whisper-MCP-Server

5

by BigUncle

The Whisper Speech Recognition MCP Server provides efficient and high-performance audio transcription using the Faster Whisper model. It supports multiple model sizes, batch processing, and various output formats while utilizing CUDA acceleration for improved speed.

1scan

5

by huahuayu

1scan offers a versatile solution for accessing and querying data from diverse blockchain explorers through a unified API gateway, enhanced with an MCP server that facilitates AI assistant integration. It supports numerous blockchain networks and offers a variety of MCP tools for detailed blockchain data interactions.

MCP_Server

5

by Abhinavexists

The project implements a command-line tool for accessing US weather data through a client-server architecture, utilizing the Model Context Protocol (MCP) and Google's Gemini AI. It allows for natural language queries to obtain weather alerts and forecasts via a Python client and server communicating with the National Weather Service API.

mcp-chatgpt-responses

5

by billster45

The MCP ChatGPT Server allows users to access OpenAI's ChatGPT API directly from Claude Desktop, supporting long-running discussions and web search for real-time information. It utilizes the Responses API for maintaining conversation state, enhancing user experience with context tracking.

masumi-mcp-server

5

by masumi-network

The Masumi MCP Server connects AI clients to the decentralized Masumi Network, enabling agent discovery, hiring, and job management. It integrates agent coordination and payment services for seamless server-client interactions.

mcp_servers

5

by DefiBax

This project is an MCP server designed to record audio and transcribe it using OpenAI's Whisper model. It can function as a standalone server or as an extension with Goose AI, featuring adjustable settings and support for multiple Whisper models.

thinking_models_mcp

5

by lanyijianke

Tianji is a Model Context Protocol server that enhances problem-solving by integrating a library of thinking models and methodologies. It offers intelligent recommendations and interactive reasoning guidance to improve decision-making and critical thinking processes.

ShopifyMockMCP

5

by ramakay

This project implements a Model Context Protocol server that acts as a proxy to Shopify's Storefront API, providing a safe and transparent environment for development and testing. It supports AI integrations and offers specific tools for interacting with Shopify, emphasizing safety and control.

eth-mcp

5

by 0xKoda

The Ethereum RPC MCP Server is a Model Context Protocol server designed to interact with the Ethereum blockchain. It provides standardized methods for retrieving blockchain data, which can be integrated into AI applications for seamless access to Ethereum data.

mcp-neo4j-memory-server

5

by sylweriusz

The MCP Neo4j Knowledge Graph Memory Server is designed to enhance AI assistants with persistent memory using Neo4j. It offers a sophisticated architecture to manage information efficiently, providing features like semantic search and structured memory to prevent data fragmentation.

trino_mcp

5

by stinkgen

Trino MCP Server offers a Model Context Protocol server enabling AI models to interact with Trino's SQL query engine. It provides structured access and supports Docker and standalone deployment options, focusing on reliable STDIO transport.

MCP-Server

5

by donphi

The project is a Model Context Protocol (MCP) server designed to enhance the capabilities of AI assistants by providing access to a customized document database. It overcomes AI knowledge cutoffs through document processing, embedding generation, and retrieval services.

mcp-server-for-intercom

5

by raoulbia-ai

The MCP Server for Intercom is designed to help AI assistants effectively access and analyze customer support data from Intercom. Key features include advanced filtering options for conversations and tickets, server-side processing, and seamless integration with compatible AI assistants.

mcp-chess

5

by alexandreroman

MCP Chess is a server designed to enhance Claude AI's capabilities with chess functionalities, such as generating board images, suggesting moves, and verifying legality of moves. It integrates with Claude Desktop through a simple setup process.

fabric-mcp-server

5

by adapoet

The fabric-mcp-server is an MCP server designed to expose Fabric patterns for integration with Cline. It enhances Cline's capabilities by allowing users to execute AI-driven patterns from the Fabric repository.

gong-mcp

5

by kenazk

The Gong MCP Server is a tool that connects to Gong's API, enabling users to access call recordings and transcripts. It integrates smoothly with Claude for standardized communication.

root-signals-mcp

5

by root-signals

Root Signals MCP Server is a Model Context Protocol server providing tools for AI assistants to evaluate responses based on quality. It supports various evaluations and has compatibility with multiple MCP clients like Cursor.

code-reviewer-mcp

5

by joaomj

The Code Reviewer MCP Server offers automated code review capabilities for GitHub pull requests by leveraging OpenRouter's AI models. It provides detailed feedback on code quality and is designed to integrate seamlessly with GitHub and existing MCP clients.

google-mcp-remote

5

by vakharwalad23

The Google MCP Remote is a Cloudflare Workers-based server implementation facilitating integration with Google API tools for projects using the Model Context Protocol. It supports services such as Gmail, Calendar, and Drive, and is designed to work seamlessly with AI clients.

mcp-server-llmling

5

by phil65

Mcp-server-llmling is a server for the Machine Chat Protocol that uses a YAML-based system to configure environments for LLM applications. It facilitates standard LLM interactions and extends functionality with resources, tools, and prompts.

autodocument

5

by PARS-DOE

Autodocument MCP Server is a tool for automatically generating comprehensive documentation, test plans, and code reviews for code repositories using AI via the OpenRouter API. It offers features like smart directory analysis, Git integration, and modular architecture to facilitate extensibility.

voicevox-mcp-server

5

by Dosugamea

Voicevox MCP Server is a voice synthesis server compatible with VOICEVOX and available through the Model Context Protocol. It is designed for use in agent mode for voice synthesis, supporting integration with applications like Claude 3.7. The server can be deployed on Windows or Docker environments.

have-a-think

5

by comeonzhj

"Have a Think" is an MCP Server intended for integration with clients like Claude and Windsurf. It requires Python 3.10+, and uses a DeepSeek API key for operation.

amplitude-mcp-server

5

by moonbirdai

The Amplitude MCP Server is a tool designed to integrate Amplitude analytics into Artificial Intelligence workflows. It enables AI assistants to track various analytics events, manage user profiles, and track revenue in Amplitude with ease. This server is particularly useful for enhancing AI capabilities with robust analytics functionality.

ticktick-mcpserver

4

by shidhincr

The TickTick MCP Server is a Model Context Protocol implementation allowing AI to interface with TickTick, managing tasks and projects through the TickTick API. It features task management operations like creation, updating, and deletion, with project management support.

authenticator_mcp

4

by firstorderai

The Authenticator App MCP Server is a tool designed to provide secure interactions between AI agents and Authenticator Apps, particularly for retrieving 2FA codes and passwords. It emphasizes security while offering automation for login processes across different platforms.

nano-currency-mcp-server

4

by kilkelly

The Nano Currency MCP Server allows AI agents and other compatible clients to facilitate Nano currency transactions and retrieve related account and block information. It emphasizes the use of fast and fee-less transactions with the help of a standardized protocol for AI applications.

mcp-tradovate

4

by 0xjmp

The MCP Tradovate Server is designed to integrate Tradovate trading platform with AI assistants in Claude Desktop, facilitating management through natural language. It features comprehensive API integration, secure handling, and real-time data access.

mcp-gemini-server

4

by dakrin

The Gemini MCP Server is designed to enable interactions between Claude Desktop and the experimental Google Gemini 2.5 Pro AI model. It supports the full MCP protocol, ensures secure API key management, and offers optional Google Search integration.

MCP_PDF_Server

4

by Dev-91

The MCP PDF Server is a tool for efficient PDF file management, leveraging the Model Context Protocol to facilitate extraction and integration of text data from PDFs. It supports functionalities like text extraction, file management, and integration through RESTful APIs, making it ideal for developers needing quick access to data from PDF documents.

handwriting-ocr-mcp-server

4

by Handwriting-OCR

The Handwriting OCR MCP Server facilitates integration with the Handwriting OCR service, enabling document uploads, status checks, and retrieval of OCR results. It is designed to work with MCP clients and includes setup and configuration details.

mcp-server-chatgpt-app

4

by cdpath

The mcp-server-chatgpt-app allows users to integrate and run ChatGPT seamlessly on macOS by employing specific server configurations and tools. It requires certain setups and command configurations to run effectively, aiming to enhance interaction with ChatGPT via standard IO.