Ai Chatbot MCP Servers

mcp-server-devops-bridge

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by TheApeMachine

The MCP Server DevOps Bridge connects DevOps tools using AI, creating a unified platform for managing tasks with natural language interfaces. It supports Azure DevOps, GitHub, Slack, browser automation, and AI agent delegation, enhancing efficiency through integration and autonomous workflows.

hf-trending-mcp

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by kukapay

The HF Trending MCP Server provides tools to track and analyze trending models, datasets, and spaces on Hugging Face. It is designed to be a valuable resource for developers and AI enthusiasts by offering search functionality and trend analysis capabilities.

mcp-client-server-example

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by rajeevchandra

This project illustrates using an AI agent that interprets and executes user commands locally through Python functions, using MCP and Ollama. It promises autonomy without manual coding, operating fully offline to enable smart, secure AI workflows.

mcp-waifu-queue

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by waifuai

MCP Waifu Queue is an MCP server implementing a conversational AI character, utilizing Google Gemini API for text generation and Redis for job queuing. It offers an MCP-compliant API and tracks job status, providing a framework for asynchronous processing of requests.

vibe-coder-mcp-v4

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by jsscarfo

Vibe Coder MCP Server v4 is a feature-complete final release that includes the Automatic Contextual Retrieval System, enhancing AI assistant capabilities with contextual memory, advanced caching, semantic search, and sequential thinking. It facilitates coherent, context-aware interactions with LLM-based systems.

66julienmartin_MCP-server-Deepseek_R1

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by MCP-Mirror

The Deepseek R1 MCP Server is a Node.js implementation designed for advanced text generation tasks using the Deepseek R1 model. It supports MCP protocol, offers extensive configuration options, and integrates seamlessly with Claude Desktop.

solana-web3js-mcp-server

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by FrankGenGo

The Solana Web3.js MCP Server is a protocol server that allows AI assistants to interact with the Solana blockchain, facilitating tasks like smart contract development and transaction management by serving as an intermediary for secure blockchain interactions.

MS_SQL_MCP_server

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by aaaaalexander

The Microsoft SQL MCP Server provides a secure interface for AI-powered interactions with SQL databases, part of the Model Context Protocol. It offers features such as schema exploration, data visualization, and query execution, with robust security measures to prevent unauthorized operations.

openai-ocr-mcp

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by cjus

OpenAI OCR MCP Server is a Model Context Protocol server designed to leverage OpenAI's vision capabilities for OCR tasks. It integrates with Cursor IDE for efficient text extraction from images, providing features like content-based file management and robust error handling.

cortellis-mcp-server

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by uh-joan

The Cortellis MCP Server allows users to search for drugs and explore ontology terms within the Cortellis database. It features direct access to drug and deal development status, taxonomy exploration, and financial analysis using a structured JSON format. The server can be run in different modes, including as an MCP or HTTP server.

cohere-mcp-server

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by Ashish-Soni08

Cohere MCP Server is a Model Context Protocol server that integrates with the Cohere API. It offers advanced multilingual model support and retrieval features for applications.

cleverchatty-memory

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by Gelembjuk

This project is a memory server for AI chat applications that uses an MCP interface. It integrates with the CleverChatty CLI to facilitate storing and recalling chat contexts, enhancing AI-driven conversations.

postgreSQL-analyzer-mcp

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by rameshv29

PostgreSQL Analyzer MCP is an AI-based tool that helps optimize PostgreSQL databases by analyzing query performance and providing actionable recommendations. It operates as a read-only MCP server, enabling remote access and use with various compatible clients.

feishu-project-mcp

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by im47cn

Feishu Project MCP Service is a smart R&D process management system utilizing Model Context Protocol for automating end-to-end requirement management and development workflows within Feishu projects. It provides features such as requirement extraction, architecture design, automated code submission, and feedback loops for improved project handling.

YT-to-LinkedIn-MCP-Server

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by NvkAnirudh

YouTube to LinkedIn MCP Server is a tool that automates the process of creating LinkedIn post drafts from YouTube video transcripts. It features transcript extraction, summarization using OpenAI GPT, and customizable LinkedIn post generation.

external-mcp

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by recallnet

Recall Data Omnifeeds is a Model Context Protocol (MCP) server that integrates data from Twitter, Substack, and CoinGecko. It allows AI models to interact with various data feeds through a unified interface, providing features like data retrieval, search, and direct messaging.

mcp

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by plusplusoneplusplus

The MCP Server is designed to facilitate AI-driven command execution and tool management through a flexible framework. It supports various tool types and configuration methods, making it adaptable to different environments and project needs.

MCP-Demo

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by srivatssan

This project provides a Python-based example of the Model Context Protocol (MCP), demonstrating communication between a Large Language Model agent and enterprise systems using JSON-RPC over HTTP. It showcases the use of a FastAPI-based server and a client to list and call tools, including a simulated real-time connection.

mcp-server

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by planetf1

The mcp-server is designed to explore and understand the usage of MCP servers within LLM environments. It features tool management through environment variables and provides a variety of local and web-based tools. A sample chat application is included for practical demonstrations.

mcp-server

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by Click2code

This project provides a minimalistic example of building and deploying an MCP server using FastAPI and Chroma DB. It guides users on setting up the server, configuring API keys, populating a database with sample data, and running queries.

connectcloud-mcp-server

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by CDataSoftware

The CData Connect Cloud MCP Server is designed for data management and querying in cloud environments via CData Connect Cloud. It supports SQL execution and metadata access, allowing AI agents to interface seamlessly with diverse data sources.

mcp-server-perplexity

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by mkusaka

The Perplexity AI MCP Server is a server implementation that integrates with Perplexity AI's API to provide advanced search capabilities with configurable options using Sonar models. It includes features like error handling, logging, and is compatible with the MCP Inspector.

interview-mcp-server

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by HelloGGX

Interview MCP Server is a tool designed to enhance the technical interview process for companies by utilizing AI to automate and improve resume analysis and interview question generation. It supports seamless integration with popular IDEs and multi-dimensional candidate evaluation.

webperfect-mcp-server

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by punkpeye

WebPerfect MCP Server optimizes images for the web using AI-powered algorithms to maximize image quality and reduce file size. It offers features like noise reduction, auto levels, and WebP conversion, making it ideal for modern web applications.

Graph-of-Thought-MCP

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by SaptaDey

The ASR Graph of Thoughts (GoT) Model Context Protocol (MCP) server enhances AI reasoning capabilities by utilizing graph-based reasoning. Designed for advanced integrations, it suits applications like Claude desktop and API-based AI models.

fal-ai-mcp-server

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by piebro

Fal AI MCP Server is designed to facilitate the generation of images and videos using fal.ai APIs. It's a minimal, extensible server that supports different fal.ai models and API endpoints.

proxy-pool-mcp-server

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by ElfProxy

ElfProxy MCP Server combines dynamic IP rotation with AI-optimized web capabilities, enabling secure and large-scale web data access for AI systems. It features a global residential proxy infrastructure and an AI-specific web interaction layer for effective data handling.

numpy-mcp

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by colesmcintosh

The NumPy MCP Server is a server that facilitates numerical computations using NumPy through a standardized protocol interface. It offers a range of mathematical operations, including basic arithmetic, linear algebra, statistical analysis, and polynomial fitting. The server integrates easily with platforms like Claude Desktop for seamless mathematical operations.

apollo-io-mcp-server

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by Meerkats-Ai

The Apollo.io MCP Server is designed to provide seamless integration with the Apollo.io API, allowing AI assistants to interact with data efficiently. It offers features such as data enrichment and search functionality for people and organizations, as well as secure and real-time access to information.

mcp-server-demo

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by liqingdong

This project is a demonstration of a Model Control Protocol server utilizing Spring Boot and AI tools for intelligent service delivery. Key functionalities include number services and weather services with suggestions for expansion using external APIs.

jap-vocab-anki-mcp-server

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by vionwinnie

This project is a Model Context Protocol server for interacting with Anki decks, with special support for Japanese language learning. It facilitates programmatic addition and management of vocabulary cards, including sample sentences, and tracking of review progress.

opera-omnia-mcp

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by triptych

Opera Omnia MCP Server is a Model Context Protocol server that provides comprehensive access to a vast collection of datasets from the Opera Omnia project, supporting creative content generation for various applications. It features dataset access, filtering, combination, and template-based content generation.

Spotify-Playlist-Curator-MCP-Server

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by lechiffre1

The Spotify Playlist Curator MCP Server assists in curating Spotify playlists by analyzing existing tracks and recommending new ones using Claude AI. It connects to Spotify, analyzes playlists, and provides recommendations based on various musical attributes.

kitsune-kawaii-mcp-server

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by noppefoxwolf

Kitsune-Kawaii MCP Server is a playful AI server that responds cutely about foxes. It's configured using Swift package manager and integrates with an MCP Client.

twitter-mcp-server

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by theo-nash

The project is a Model Context Protocol (MCP) server enabling AI models to interact with Twitter by using the agent-twitter-client package, without direct access to the Twitter API. It supports various authentication methods, includes extensive documentation, and offers integration with Grok for enhanced Twitter interactions.

Brave-Gemini-Research-MCP-Server

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by falahgs

The Brave-Gemini Research MCP Server is a modern implementation designed for AI assistants to conduct web searches and analyze research papers. It integrates with Claude Desktop and offers tools for web, local, and research paper searches using Google's Gemini model.

S-MCP

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by Akrasia0

S/MCP is a Model Context Protocol server offering philosophical mentorship through Stern, a rationalist and stoic AI. It provides strategic guidance using Solana smart contracts for accountability.

openweathermap-mcp-server

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by MikeTeddyOmondi

OpenWeatherMap MCP Server is designed to deliver weather data from OpenWeatherMap API to AI models through a Model Context Protocol server. It features tools for weather queries and data caching, enhancing AI capabilities with real-time weather access.

jira-mcp

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by MankowskiNick

This project provides a Model Context Protocol server to integrate JIRA and Zephyr with AI assistants like Claude, facilitating seamless task creation, management, and test execution through a standardized protocol.

mcp-intento-translate

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by intento

This project is an MCP server providing text translation capabilities using the Intento API. It supports dynamic language updates and integrates with Claude Desktop for improved translation management.

mcp-server-wuye-ai

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by wuye-ai

CRIC Wuye AI MCP Server is a specialized server implementation using the Model Context Protocol, designed to provide property management industry insights and automation through AI. It offers core capabilities like data transformation, scenario-specific solutions, and real-time monitoring, making it a comprehensive tool for improving operational efficiency in the property sector.

allora-mcp-server

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by allora-network

The Allora MCP Server provides a way to integrate Allora's prediction markets data into AI systems using the Model Context Protocol. This implementation facilitates seamless access to market predictions and inference data, enhancing AI workflows with standardized communication methods.

mage-mcp-server

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by KhushiBaby

Mage.ai MCP Integration is a comprehensive solution for integrating Model Context Protocol with Mage.ai, enabling AI assistants to manage and automate data pipelines effectively. Key features include pipeline browsing, code editing, and execution of pipelines and blocks.

refine-prompt

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by FelippeFarias

Refine Prompt is a tool that refines natural language prompts into structured instructions for large language models, leveraging advanced AI capabilities. It supports a range of tasks, enhancing prompt clarity and effectiveness.

RevitMCP

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by XuXinran1011

RevitMCP enhances Revit with natural language interaction through the MCP protocol, boosting BIM modeling efficiency. It uses modern architectural patterns for scalability and integrates seamlessly with existing Revit systems.

Sol_mcp_server_typescript

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by KishorNaik

The Todo MCP Server is a project designed to implement a Model Context Protocol (MCP) server for managing to-do lists. Utilizing the FastMCP library, it offers AI agents structured tools to interact with existing Todo APIs, enabling dynamic and extensible task management capabilities without hardcoding knowledge.

mcp-mindmesh

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by wheattoast11

The MindMesh MCP Server is a quantum-inspired server leveraging multiple Claude instances for high-level reasoning and coherence optimization. It supports rich field computing, integrates with WebContainer, and utilizes features such as live query updates and VoyageAI embeddings, making it suitable for complex pattern recognition and information synthesis applications.

Crawl4AI-RAG-MCP-Server

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by Anshumaan031

The Crawl4AI RAG MCP Server is designed to enhance the capabilities of AI agents and AI coding assistants by providing powerful web crawling and RAG functionalities. It allows users to scrape, store, and utilize web content efficiently through a Model Context Protocol implementation. Notable features include intelligent URL handling and parallel page processing.

replicate-flux-mcp

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by newtype-01

The Replicate-Flux MCP Server is a TypeScript-based server that facilitates running the Flux AI image generation model on Replicate. It provides easy integration with MCP-compatible applications and allows for customizable image generation parameters.

zntl-mcp-server

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by zentala

The MCP Server for Transcripter is a protocol server designed to integrate with the Transcripter project, providing AI-enhanced capabilities for transcription processing and analysis. Its features include API testing, transcription searching, and summary generation.

searxng-mcp-server

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by maccam912

The SearXNG MCP Server is a Model Control Protocol server designed to enable AI assistants to perform web searches using a SearXNG instance. It offers features like API-based web searches, search engine configuration, and parameter customization.

tibber-mcp

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by linkcd

The Tibber MCP Server connects AI agents to Tibber's energy consumption data, allowing users to query and analyze their energy usage securely. It supports various interactions, such as pricing queries and consumption analysis.

enkryptai-mcp-server

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by enkryptai

The Enkrypt AI MCP Server is designed to provide red-teaming, prompt auditing, and AI safety analysis for MCP-compatible clients like Claude Desktop. It enhances assistant-driven workflows by enabling real-time prompt risk analysis and adversarial attack simulations.

linear-mcp

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by jtrim

Linear MCP is an MCP server that enables LLM models to interact with the Linear API, allowing for programmatic management of issues through the MCP protocol. It is built to integrate seamlessly with LLM models and is currently a work in progress.

magento2-mcp-server

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by dzmitry-vasileuski

The Magento 2 MCP Server is a protocol server that allows AI assistants to interact with Magento 2 stores via a standardized interface. It incorporates features like secure authentication, REST API integration, and robust resource handling to streamline operations.

ephor-mcp

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by kstrikis

This project is an MCP server allowing multiple AI agents to share and collaborate by submitting and retrieving responses to prompts. It supports development, deployment, and testing features, including integration with MCP Inspector.

omnillm-mcp

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by sabpap

OmniLLM serves as an MCP server that seamlessly integrates Claude with multiple large language models, providing a unified querying interface. It supports interaction with services like OpenAI, Azure, and Google, allowing for comparative analysis and configuration checks.

zd-mcp-server

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by koundinya

This project is an MCP server enabling AI integration with Zendesk Support, allowing natural language interaction with support tickets. It supports full ticket management, advanced search, and secure authentication using Zendesk API tokens.

quran_cloud_mcp_server

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by marwanWaly

This project is an MCP server designed to connect Language Learning Models (LLMs) to the Quran API to prevent misinterpretations, known as hallucinations, in text-sensitive data. It offers a method to integrate easily with the Claude desktop application, providing efficient data retrieval for LLMs.

linkedin-jobs-mcp-server

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by Rom7699

The LinkedIn Jobs MCP Server is designed to search and retrieve job postings from LinkedIn using the RapidAPI LinkedIn Data API. It features tools for keyword-based job searching, location filtering, and retrieving detailed job postings information. The server is compatible with Claude Desktop via Anthropic's MCP framework.