Ai Chatbot MCP Servers

ragdocs

10

by heltonteixeira

RagDocs MCP Server provides Retrieval-Augmented Generation capabilities using Qdrant and embeddings from Ollama or OpenAI. It is designed for semantic document search and management, enabling users to efficiently handle and query documentation. The server supports both local and cloud-based setups with flexible embedding options.

withseismic-mcp

10

by dougwithseismic

The project is a template for creating and hosting MCP servers, allowing developers to deploy AI tools and prompts easily. It supports remote and local deployment, emphasizing minimal infrastructure concerns.

vsc-mcp

10

by thomasgazzoni

VSC-MCP is a comprehensive tool for AI-driven coding, utilizing LSPs to programmatically manage and analyze code across languages supported by VS Code. It integrates seamlessly with AI clients to enhance coding efficiency without needing an IDE.

temporal-mcp

10

by Mocksi

Temporal-MCP Server connects AI assistants with Temporal workflows, allowing orchestration of complex backend processes through natural language commands. Its features enable seamless execution and monitoring of tasks, making backend operations more accessible and efficient.

Zonos-TTS-MCP

10

by PhialsBasement

The Zonos MCP Integration facilitates text-to-speech functionality for Claude using the Model Context Protocol. It supports various emotions and languages and requires specific audio configurations for proper function.

mindbridge-mcp

10

by pinkpixel-dev

MindBridge is a versatile Model Context Protocol server that facilitates seamless integration and interaction between various language models like OpenAI and Anthropic, enhancing AI workflows with features like smart routing and multi-model collaboration. Designed for flexibility and ease of use, it aims to break vendor lock-ins and streamline AI-driven tasks.

RedBook-Search-Comment-MCP

10

by chenningling

This project is a tool optimized for automatic searching and commenting on Xiaohongshu using Playwright. It acts as an MCP server enabling clients like Claude for Desktop to log in, search, retrieve content, and post intelligent comments on Xiaohongshu. It features modularized functions for efficient online engagement.

WebSearch-MCP

10

by mnhlt

WebSearch-MCP is an MCP server providing real-time web search functionality to AI models. Through integration with a Crawler API, it enables AI assistants to retrieve real-time information from the web.

unichat-ts-mcp-server

10

by amidabuddha

Unichat MCP Server is a TypeScript-based server that interacts with various AI services using the Model Context Protocol (MCP). It allows sending requests to AI models and supports several code-focused tools and prompts. The server is designed to be installed and run with flexible options, including STDIO and SSE transports, and supports debugging with MCP Inspector.

mcp-server-postman-tool-generation

10

by giovannicocco

The project is an MCP server that transforms Postman API collections into type-safe AI tool code, supporting various AI frameworks. It offers features like TypeScript/JavaScript code generation, error handling, and validates responses to enhance API and AI system integration.

valtown-mcp-server

9

by PrashamTrivedi

The ValTown MCP Server enables interaction between AI assistants and the ValTown environment, supporting various MCP clients with cross-platform capabilities. It provides flexible installation options, including pre-built binaries and direct Deno execution.

firstcycling-mcp

9

by r-huijts

The FirstCycling MCP Server provides comprehensive data on professional cycling, enabling users to retrieve detailed information about cyclists, races, and historical cycling data. It is designed for use in analysis, journalism, and education, offering extensive tools and features for accessing cycling data.

Linear-Regression-MCP

9

by HeetVekariya

Linear Regression MCP is a project aimed at demonstrating a complete machine learning workflow using the Model Context Protocol (MCP) from dataset uploading to model training and evaluation. It provides tools to automate the training lifecycle of a Linear Regression model with an easy setup and contributions are welcomed.

Claude_Desktop_API_USE_VIA_MCP

9

by mlobo2012

The Claude Desktop API Integration provides a server implementation to integrate Claude Desktop with the Claude API. It facilitates advanced features such as custom system prompts and conversation management, bypassing Professional Plan limitations through the MCP server.

mcp-fastn

9

by fastnai

The Fastn server is designed to handle dynamic tool registration based on API definitions, offering integration with popular services like Slack and Notion. It provides scalability and flexibility for real-time operations, making it ideal for complex server tasks.

gpt-image-1-mcp

9

by CLOUDWERX-DEV

The project is an MCP server designed to generate and edit images using OpenAI's gpt-image-1 model. It integrates with various MCP clients and offers features like automatic image saving, configurable output directory, and detailed error handling for seamless image processing.

azure-onenote-mcp-server

9

by ZubeidHendricks

The OneNote MCP Server is a Model Context Protocol implementation that facilitates the interaction of AI language models with Microsoft OneNote through a standardized interface, offering comprehensive notebook, section, and page management capabilities.

taskflow-mcp

9

by pinkpixel-dev

TaskFlow MCP is a task management server using the Model Context Protocol to facilitate planning and executing tasks with AI assistants. It offers features like task planning, progress tracking, user approval, and reporting, providing a structured workflow management environment.

mcp-youtube-sheets

9

by Rickyyy1116

The YouTube to Google Sheets MCP Server enables users to search YouTube videos and save the results directly to Google Sheets. It integrates with AI assistants using the Model Context Protocol, allowing seamless management of search results.

mcp-writer-substack

9

by jean-technologies

The Writer Context Tool for Claude is an open-source MCP server designed to connect Claude to content from Substack and Medium. It retrieves, caches, and allows semantic search of your blog posts to assist with personalized writing support.

primitive-go-mcp-server

9

by prasanthmj

The MCP Image Generation Server is a Go-based implementation designed to interact with large language models like Claude. It allows users to generate images from text descriptions using OpenAI's DALL-E API, with features such as configurable image dimensions and automatic save handling.

ai-expert-workflow-mcp

9

by bacoco

AI Expert Workflow MCP facilitates the product development process by allowing users to consult AI experts in product management, UX design, and software architecture. It provides a structured workflow for generating comprehensive project documents using various AI models through the OpenRouter API. Optional integration with Task Master is available for task management.

ib-mcp-cache-server

9

by ibproduct

The Memory Cache Server is an MCP server focused on reducing token consumption through efficient data caching for language model interactions. It works with various MCP clients and manages caching automatically to enhance performance.

mcp-limitless-server

9

by ipvr9

Limitless MCP Server connects Limitless Pendant data to AI tools via an API, allowing AI chat interfaces to interact with recorded data. It emphasizes structure, programming, and seamless AI and data tool integration.

webscraping-ai-mcp-server

9

by webscraping-ai

WebScraping.AI MCP Server is designed to facilitate web data extraction, offering tools for structured, plain text, and HTML content retrieval with advanced features like JavaScript rendering and device emulation. It integrates seamlessly with Model Context Protocol (MCP) enabled platforms to enhance automated data extraction processes.

mcp-code-indexer

9

by zxfgds

The MCP Code Indexer is a sophisticated tool designed to enhance AI language models' ability to retrieve and understand code libraries. It features semantic code search, cross-language support, and comprehensive code analysis, ensuring efficient and precise handling of code-related tasks.

gel-mcp-server

9

by christian561

The Gel Database MCP Server is a TypeScript-based server that facilitates interaction with Gel databases using EdgeQL queries. It supports LLM agents in learning schema, writing, and executing database queries through natural language, making it user-friendly for developers and automation processes.

mcp-server-dumplingai

9

by Dumpling-AI

The Dumpling AI MCP Server is a comprehensive Model Context Protocol server integrated with Dumpling AI to provide robust capabilities in data scraping, AI interaction, and secure code execution. It features extensive API integrations and tools for seamless data and content processing.

pubdev_mcp

9

by kikuchy

PubDev MCP allows users to search pub.dev packages using natural language queries and perform basic arithmetic calculations, utilizing LLM integration for enhanced interaction. It aims to facilitate intuitive package discovery through conversational approaches.

mcp-tavily-search

9

by spences10

The mcp-tavily-search is a Model Context Protocol server that integrates Tavily's search API for intelligent web search capabilities, designed for high-quality and factual results. It's optimized for RAG applications and includes features like domain filtering, response caching, and multiple response formats.

myaiserv

9

by eagurin

MCP Server is an implementation of the Model Context Protocol using FastAPI to enable seamless communication between large language model (LLM) systems and applications. It features a high-performance API, extensive monitoring tools, and scalability options, making it integrable with LLMs and various functional tools.

moodle-mcp-server

9

by peancor

This project is an MCP server that allows large language models to interact with Moodle for managing courses, assignments, and quizzes. It features student and assignment management tools, integrating with Claude Desktop to provide comprehensive course management functionality.

python-sequential-thinking-mcp

8

by XD3an

The Sequential Thinking MCP Server is a Python-based implementation facilitating detailed problem analysis using the Model Context Protocol (MCP). It breaks down problems into steps, allows for revisions and alternative reasoning, making it suitable for integration with AI assistants.

symbolica-mcp

8

by YuChenSSR

Symbolica-MCP is a Model Context Protocol server designed for scientific computing applications, enabling AI to handle tasks such as symbolic math, data analysis, and visualization. It supports key libraries for scientific and machine learning operations while ensuring cross-platform compatibility.

mcp-perplexity-search

8

by spences10

mcp-perplexity-search is an MCP server that offers advanced chat completion services by integrating Perplexity's AI API. Its standout features include predefined prompt templates and support for multiple output formats, enhancing automation capabilities.

gemini-image-generation-mcp

8

by jezweb

The project provides a Model Context Protocol (MCP) server to facilitate image generation using Google's Gemini 2.0 Flash model. It is designed for integration with AI assistants like Roo Code, offering full support for API parameters and a simple web interface for testing.

PromptShopMCP

8

by Kira-Pgr

PromptShopMCP is a Model Context Protocol server designed to modify images using text prompts. It supports image generation and modification, background removal, and image hosting, leveraging APIs like Google Gemini and remove.bg.

ntfy-mcp-server

8

by cyanheads

Ntfy MCP Server is a Model Context Protocol server that facilitates communication between LLMs, like Claude, and the ntfy push notification service, allowing AI agents to send notifications to user devices with advanced customization options. It supports integration features such as message prioritization, emoji tags, and security filters while being implemented in a modern TypeScript environment.

monad-mcp-server

8

by lispking

The Monad MCP Server connects with the Monad blockchain testnet, offering features for managing MON tokens, deploying contracts, and interacting with blockchain events. It leverages the Model Context Protocol to facilitate communication between AI models and Monad functionalities.

facebook-mcp-server

8

by HagaiHen

The Facebook MCP Server is designed to facilitate automation and management of interactions on Facebook Pages using natural language prompts. It empowers social media managers with tools for creating content, moderating interactions, and analyzing insights while seamlessly integrating with AI solutions like Claude.

specifai-mcp-server

8

by presidio-oss

The Specifai MCP Server is designed to integrate and automate the Specifai project with any AI tool that supports the MCP protocol, providing several tools for interacting with specification documents. This server remains experimental, meaning its tools and features are under continuous development and refinement.

openrouter-deep-research-mcp

8

by wheattoast11

OpenRouter Agents MCP Server is designed to enhance research capabilities through a sophisticated implementation of the Model Context Protocol (MCP). It utilizes various AI models to conduct comprehensive research tasks, distributing workload efficiently, and ensuring adaptability and resilience in results. Integrating easily with tools like VS Code and Claude Desktop App, it offers detailed customization options for research tasks and persistence strategies.

Youtube-MCP

8

by blukglug

YouTube MCP is an AI-powered server designed to enhance your interaction with YouTube content. It offers features like advanced search, transcript retrieval, and semantic searches while integrating machine learning technology and a vector database to streamline content discovery.

unsplash-mcp-server-go

8

by okooo5km

Unsplash MCP Server is a Go-based Model Context Protocol server offering powerful photo search and retrieval capabilities from Unsplash. It supports integration with LLMs and web-based connections through various modes and provides extensive filtering and photo information options.

mcp-chain-of-thought

8

by liorfranko

MCP Chain of Thought is an advanced task management system leveraging Model Context Protocol for AI-driven projects. It features task planning, decomposition, tracking, verification, and memory storage, with optional web interface and detailed mode for enhanced usability.

rug-check-mcp

8

by kukapay

Rug-Check-MCP is a server designed to detect potential risks in Solana meme tokens, helping users avoid rug pulls and unsafe investments. It features a token analysis tool that examines Solana token data, offering insights into risks and audit statuses.

mcp-atproto-docs

8

by immber

This project is a remote MCP server designed to help developers search and query ATprotocol documentation. It is part of an effort to simplify development on the ATprotocol by providing easy access to documentation through an MCP-compatible tool.

claude-code-mcp-enhanced

8

by grahama1970

This project is an improved Model Context Protocol (MCP) server that enables the running of Claude Code with automatic permissions bypass. It offers advanced orchestration capabilities, error handling, and support for complex workflows, making it a more effective tool for code generation and task management.

fabric-mcp

8

by ksylvan

Fabric MCP Server is a standalone server facilitating the integration of Fabric AI capabilities with Model Context Protocol (MCP)-enabled applications. It bridges the gap between the Fabric framework and MCP clients like IDE extensions, enhancing workflows through seamless tool integration.

smartsheet-server

8

by terilios

The Smartsheet MCP Server provides a robust integration with Smartsheet, allowing AI systems to automate operations on Smartsheet documents. It offers powerful tools for data management and supports healthcare analytics, ensuring data integrity and fostering innovation in clinical settings.

mcp-unipile

8

by baryhuang

The Unipile MCP Server facilitates integration with the Unipile messaging platform, enabling AI models to interact with various messaging services through a unified protocol. It supports seamless communication across platforms like LinkedIn, WhatsApp, and Instagram, enhancing user interactions and professional networking.

mcp-server-notion

8

by ramidecodes

The Notion MCP Server leverages the official Notion SDK to facilitate interaction with Notion workspaces, enabling seamless integration with AI models through the MCP protocol. It supports full Notion API capabilities, offering tools for comprehensive content management, user interaction, and link visualization.

contentful-delivery-mcp

8

by mshaaban0

A Model Context Protocol server that interfaces with Contentful's Delivery API, allowing users to perform natural language queries and manage content. It features seamless integration with AI applications through Mastra AI.

mcp-server-outlook-email

8

by Cam10001110101

This MCP server provides email processing capabilities by integrating with Outlook, MongoDB, and SQLite. It supports features such as date-filtered email processing and generates vector embeddings for advanced search. The project emphasizes resource management and security to handle email data efficiently and safely.

perplexity-mcp

8

by Alcova-AI

Perplexity MCP Server connects AI assistants to the Perplexity API for real-time search and reasoning. It offers seamless integration with platforms like Claude, enhancing AI capabilities with minimal setup.

cloudglue-mcp-server

8

by aviaryhq

Cloudglue MCP Server connects AI assistants to video data, transforming it into structured formats for analysis by large language models. It offers tools for video discovery, individual analysis, and batch collection analysis, optimizing for performance and cost.

mcp-openvision

8

by Nazruden

MCP OpenVision is a Model Context Protocol server that enables image analysis using OpenRouter vision models. It simplifies image evaluations for AI assistants and supports multiple modes of image input, allowing integrations with platforms like Claude Desktop.

Autogen_MCP

8

by DynamicEndpoints

The AutoGen MCP Server is designed to integrate with Microsoft's AutoGen framework, enabling sophisticated multi-agent conversations. It allows for the creation and management of AI agents that can collaborate through configurable interfaces, supporting both one-on-one and group interactions.

mcp-starter

8

by MatthewDailey

MCP Starter Server is a minimal template for creating ModelContextProtocol servers for AI tools, enabling easy integration with assistants like Claude. It includes examples, development, and publishing setups for efficient workflow.

dexpaprika-mcp

8

by coinpaprika

DexPaprika MCP Server is a Model Context Protocol server that provides real-time cryptocurrency and decentralized exchange data accessible by AI assistants. It requires no configuration or API keys, and it supports a variety of analytical and tracking features for tokens, liquidity pools, and DEX comparisons.