Ai Chatbot MCP Servers

mcp-flowise

28

by matthewhand

mcp-flowise is a Python package implementing an MCP server that integrates with the Flowise API. It offers both dynamic and static tool registration options for chatflows and predictions, making it a versatile solution for integrating chat-based functionalities.

mcp-jinaai-reader

28

by spences10

The mcp-jinaai-reader is an MCP server that integrates Jina.ai's Reader API with LLMs for advanced web content extraction. It features efficient content retrieval and optimized text extraction, although it is no longer maintained.

mcp-server

28

by gleanwork

The Glean MCP Server is a project that facilitates integration with Glean's enterprise knowledge via the Model Context Protocol. It offers tools for searching company information, employee profiles, and interacting with an AI assistant, supporting various client configurations.

MCP_Atom_of_Thoughts

27

by kbsooo

Atom of Thoughts (AoT) is an MCP server that implements a decomposition-based reasoning framework for solving complex problems. It offers a structured approach to reasoning with features such as decomposition of thought processes, verification of hypotheses, and automatic termination mechanisms.

locallama-mcp

27

by Heratiki

LocaLLama MCP Server is designed to optimize coding task efficiency by dynamically routing them between local and paid AI APIs. It features cost and token monitoring, a decision engine, and a configurable API interface. The server supports integration with various models and includes tools for robust error handling and performance benchmarking.

mcp_zoomeye

27

by zoomeye-ai

ZoomEye MCP Server allows AI assistants and development environments to search for and analyze internet-connected devices and vulnerabilities using ZoomEye. It features caching, retry mechanisms, and is available via Docker or Python.

salesforce-mcp

27

by salesforce-mcp

The Salesforce MCP Connector is a tool that enables users to interact with Salesforce data and metadata using natural language. It supports business users, developers, and administrators by allowing them to manage data, configure the platform, and automate tasks seamlessly.

gotohuman-mcp-server

27

by gotohuman

gotoHuman simplifies the addition of human approvals to AI workflows. It offers a manageable and customizable human-in-the-loop system with built-in features like auth and notifications. The server can be used in various IDEs to integrate seamlessly with existing workflows.

databricks-mcp

27

by markov-kernel

Markov Databricks MCP is a Model Completion Protocol (MCP) server that allows interactions with Databricks services through the MCP protocol, enabling integration with LLM-powered tools. It features comprehensive tools for managing Databricks clusters, jobs, and notebooks, with support for async operations.

mentor-mcp-server

27

by cyanheads

Mentor-mcp-server is a Model Context Protocol server designed to provide LLM Agents with AI-powered mentorship through Deepseek Reasoning. It offers features such as code review, design critique, writing feedback, and strategic planning.

AzureDevOps-MCP

27

by RyanCardin15

Azure DevOps MCP Integration provides a seamless way to interact with Azure DevOps services via a powerful MCP server. It includes a variety of tools for managing work items, projects, repositories, and more, facilitating efficient DevOps practices. The integration supports both cloud and on-premises Azure DevOps with extensive configuration options.

kb-mcp-server

26

by Geeksfino

Embedding MCP Server is a Model Context Protocol server powered by txtai, offering semantic search and AI-driven text processing with a standard interface. It features comprehensive knowledge graph capabilities and advanced causal boosting to enhance search relevance. The server can be configured and deployed easily using various installation methods.

mcp-server-box

26

by box-community

The Box MCP Server integrates with the Box API, allowing for operations such as file search and AI-based querying. It uses the Model Context Protocol for seamless management of Box files via Python. Key features include a range of Box API and Doc Gen tools.

thingspanel-mcp

25

by ThingsPanel

ThingsPanel MCP is a Model Context Protocol server for the ThingsPanel IoT platform, offering seamless interaction with IoT devices through natural language. It provides real-time monitoring and simplifies control over devices, optimized for developers and AI integration experts.

youtube-data-mcp-server

25

by icraft2170

YouTube MCP Server is a Model Context Protocol server that connects AI language models to YouTube Data via a standardized interface. It features tools for accessing video, channel, and trend data, and provides multi-language support for captions and transcripts.

tripadvisor-mcp

25

by pab1it0

The Tripadvisor MCP Server allows AI assistants to access Tripadvisor's location, review, and photo data via MCP interfaces. It offers features like location search, detailed information retrieval, and Docker support for deployment.

openai-gpt-image-mcp

25

by SureScaleAI

This project is a server implementing the Model Context Protocol for handling image generation and editing functionalities using OpenAI's GPT models. It provides robust features for creating and editing images and integrates easily with various MCP-compatible clients.

mcp-server-aistor

25

by minio

AIStor MCP Server is a Model Context Protocol server for managing AIStor object stores. It offers extensive capabilities such as object and bucket management, metadata access, and integration with AI for describing contents. Customizable through flags, it supports various levels of user operations.

ifly-workflow-mcp-server

25

by iflytek

The iFlytek Workflow MCP Server enables seamless integration of workflows using the Model Context Protocol, offering intelligent scheduling for various business scenarios with advanced execution modes and diverse node support.

scrapegraph-mcp

24

by ScrapeGraphAI

ScrapeGraph MCP Server is a production-ready Model Context Protocol server that offers language models access to advanced AI web scraping capabilities. It supports transforming webpages into markdown, extracting structured data, and executing AI-powered searches, all with enterprise-grade reliability.

plane-mcp-server

24

by makeplane

The Plane MCP Server is designed to integrate the Model Context Protocol (MCP) with the Plane workspace, facilitating programmatic interaction by AI agents and developer tools. This server allows for automated project management, issue tracking, and workflow synchronization, enhancing productivity and collaboration.

mcp-prompt-server-go

24

by smallnest

The MCP Prompt Server project provides a framework for transforming prompt templates into MCP tools using Go, aiming to simplify natural language processing through easy integration and extension.

django-mcp-server

24

by omarbenhamid

Django MCP Server is a Django extension that enables AI agents and MCP clients to interact with Django applications using the Model Context Protocol. It features seamless integration with various AI frameworks and easy exposure of Django models as MCP tools.

Rootly-MCP-server

24

by Rootly-AI-Labs

The Rootly MCP Server provides integration with the Rootly API for quick incident resolution directly from an MCP-compatible IDE. Developed by Rootly AI Labs, it focuses on system reliability and operational excellence, offering dynamically generated MCP tools for enhanced productivity and security.

Smart-Thinking

24

by Leghis

Smart-Thinking is an MCP server providing an advanced reasoning framework for AI, designed to mimic human cognitive processes through a multi-dimensional graph-based architecture. It supports cross-platform functionality and offers integrations with various clients and tools.

mcp_server_gdb

23

by pansila

MCP Server GDB is a GDB/MI protocol server that facilitates remote debugging with AI assistants. It provides features like session management, breakpoint management, and debug information viewing. Ideal for multi-session debugging with a built-in TUI for inspecting agent behaviors.

ai-agent-marketplace-index-mcp

23

by AI-Agent-Hub

The AI Agent Marketplace Index Search MCP Server by DeepNLP helps in locating AI agents through keyword and category-based searches. Key functionalities include AI agent performance monitoring and API access for listing agents.

yingdao_mcp_server

23

by ying-dao

YingDao RPA MCP Server provides an automation platform to streamline repetitive tasks using Model Context Protocol. It supports local and API modes, enabling integration with AI and RPA applications. The server is designed for tools needing RPA functionality across different environments.

mcp-typescribe

23

by yWorks

MCP-Typescribe is an MCP Server providing Large Language Models (LLMs) with access to TypeScript API documentation in real-time. It enables LLMs to query, plan, and adapt to unfamiliar APIs without retraining, promoting faster onboarding and more autonomous AI-based coding assistants.

Memgpt-MCP-Server

23

by Vic563

MemGPT MCP Server is a TypeScript-based server designed to manage memory systems for large language models. It supports multiple LLM providers and allows users to manage conversation history and switch between different models and providers seamlessly.

AllVoiceLab-MCP

22

by allvoicelab

AllVoiceLab MCP Server provides advanced audio and video processing capabilities, including text-to-speech, video translation, and voice conversion. It supports various applications such as audiobook creation, multilingual dubbing, and real-time voice modification, making it a versatile tool for content creators.

scrapeless-mcp-server

22

by scrapeless-ai

The Scrapeless MCP Server is designed to enhance LLM applications by integrating real-time Google SERP results. It acts as a bridge between LLMs and Google services, enabling effective AI workflows and search operations.

mcp-gemini-tutorial

22

by GuiBibeau

The project is a tutorial on building MCP servers using Google's Gemini 2.0 model, integrating Brave Search for web and local searches. It emphasizes interoperability, modularity, and a clean architecture for AI-driven applications.

perplexity-advanced-mcp

22

by code-yeongyu

Perplexity Advanced MCP is an integration package that enhances query processing by using OpenRouter and Perplexity APIs. It supports both simple and complex queries, optimizing interactions with AI models for both. The package is designed for flexibility and reliability, with features like multi-vendor support and a robust retry mechanism.

mcp-logic

22

by angrysky56

MCP-Logic is an MCP server that facilitates automated reasoning using Prover9/Mace4, aimed at AI systems to enable logical theorem proving and model verification. It offers seamless integration with the MCP ecosystem and is designed for deep reasoning with formal knowledge validation.

claude-mcp-think-tool

22

by cgize

The MCP Think Tool Server is an implementation of the "think" tool to improve Claude's problem-solving and reasoning abilities. It offers structured thinking support, enhancing performance in complex tasks with policy and analysis-oriented features.

Image-Generation-MCP-Server

22

by GongRzhe

The Image Generation MCP Server enables the generation of images using the Replicate Flux model, accessible via various installation methods like Smithery and NPX. It offers features such as configurable parameters for image generation, including aspect ratio and output format.

ebook-mcp

22

by onebirdrocks

Ebook-MCP is an MCP server focused on transforming the interaction with digital books by integrating AI capabilities into EPUB and PDF processing. It provides APIs for smart library management, interactive reading, and active learning, supporting modern AI-powered tools like Cursor and Claude.

outline-mcp-server

21

by mmmeff

Outline MCP Server is a specialized MCP server for interacting with Outline's API. It offers extensive document, collection, comment, and user management features through the Outline knowledge base platform. It is intended for use with AI agents supporting the Model Context Protocol.

mcp-gopls

21

by hloiseaufcms

MCP LSP Go is a server that connects AI assistants with Go's Language Server Protocol, enabling advanced code analysis features such as navigation, diagnostics, and completion suggestions. It is intended for use with tools supporting the Model Context Protocol.

focus_mcp_sql

21

by FocusSearch

FOCUS DATA MCP Server is designed to convert natural language into SQL statements using a two-step generation process. It offers improved user-friendliness and control over hallucinations compared to traditional frameworks.

wweb-mcp

21

by pnizer

WhatsApp Web MCP is a Node.js application designed to integrate WhatsApp Web with AI models using the Model Context Protocol. It provides features for automated messaging, contact management, and group chat operations. This tool is mainly for testing purposes and not authorized by WhatsApp.

apifox-mcp-server

20

by apifox

Apifox MCP Server provides interface documentation access to AI IDE tools, enabling developers to interact with API data more effectively. It supports code generation and modifications based on Apifox projects, enhancing AI-driven programming workflows.

mcp-mistral-ocr

20

by everaldo

MCP Mistral OCR is a server that utilizes Mistral AI's OCR API to provide functionality for processing images and PDF files for text recognition. It supports both local and URL file processing, and offers convenient features such as Docker containerization and multiple file format support.

kafka-mcp-server

20

by fluidcomrad

Kafka MCP Server is a Go-based server that facilitates interactions between LLM models and Apache Kafka via the Model Context Protocol (MCP). It supports operations like message production and consumption, topic management, and cluster monitoring, with strong security features including SASL and TLS authentication.

mcp-server-ragdocs

20

by sanderkooger

This project is an MCP server designed to enhance AI tools by providing vector search capabilities for documentation retrieval and processing. It allows integrations with various embeddings providers for semantic search and context augmentation.

mcp

20

by jser

@jser/mcp is a Model Context Protocol server designed for JSer.info. It facilitates searching and retrieving information about JavaScript sites and posts, providing various tools for item and post management.

mcp-server-amazon-bedrock

20

by zxkane

Amazon Bedrock MCP Server is an MCP server that integrates with Amazon Bedrock to generate high-quality images from text descriptions using the Nova Canvas model. The server offers advanced control options like negative prompts and seed control for deterministic results.

dremio-mcp

20

by dremio

The Dremio MCP server facilitates seamless integration between Large Language Models and the Dremio platform, enhancing functionality for data analysis and insights. The server supports multiple configuration modes and encourages open source contributions.

mcp-server-whisper

20

by arcaputo3

MCP Server Whisper is an advanced audio processing server implementing the Model Context Protocol, enabling seamless interaction with AI tools using OpenAI's models. It supports extensive audio file management, transcription, and text-to-speech capabilities.

google-docs-mcp

20

by a-bonus

The Ultimate Google Docs MCP Server enhances interaction between Claude Desktop and Google Docs using the Model Context Protocol. It provides tools for document management and formatting, ensuring secure access through OAuth 2.0 authentication.

mcp-architect

20

by squirrelogic

MCP Architect is a Model Context Protocol server delivering extensive architectural expertise across several domains through specialized agents, resources, and tools. It features design templates, best practices, and support for generating and analyzing architectural designs.

whois-mcp

19

by bharathvaj-ganesan

This project is a Model Context Protocol server that enables AI agents to perform WHOIS lookups to acquire domain details, including registration and ownership information. It supports several AI platforms, providing an automated solution for accessing domain data.

mcp

19

by directus

The Directus Content MCP Server is designed for Directus users to seamlessly interact with their data through AI tools and LLMs. It supports various functionalities like content creation, data analysis, and automation while intentionally restricting destructive actions to prevent data loss.

anti-bullshit-mcp-server

19

by bmorphism

Anti-Bullshit MCP Server is a protocol server designed to analyze claims, validate sources, and detect manipulation. It employs multiple epistemological frameworks to provide a comprehensive analysis. This server focuses on ensuring the credibility and validity of information through rigorous methodological and ethical evaluation.

starwind-ui-mcp

19

by starwind-ui

Starwind UI MCP Server is a TypeScript-based Model Context Protocol (MCP) server that provides tools and features to assist developers in working with Starwind UI components. It offers a modular architecture for tool integration and enhances AI capabilities by providing access to Starwind UI-specific resources.

dappier-mcp

19

by DappierAI

The Dappier MCP Server offers real-time web search and access to data from trusted media brands. It supports building AI tools for news, finance, and entertainment using AI-powered indexes and models. Users can install and configure it on different systems, such as Claude Desktop and Windsurf, to enable various use cases.

mcp-fetch

19

by kazuph

MCP Fetch is a Model Context Protocol server that facilitates fetching web content and processing images, optimized for use with Claude Desktop. Key features include web content extraction, image optimization, and pagination support.

mcp-gemini-server

19

by bsmi021

The MCP Gemini Server is an MCP-compatible server that simplifies integration with Google's Gemini models for other language learning models and systems. It provides a consistent interface to leverage Gemini's capabilities, including text and image generation, audio transcription, and URL processing. Designed to be a robust backend solution, it offers extensive tools and features to enhance content processing and interaction.

gyazo-mcp-server

19

by nota

gyazo-mcp-server is a TypeScript-based server providing integration with the Gyazo image service using the Model Context Protocol. It allows AI to search, fetch, and upload Gyazo images with ease, offering powerful metadata handling and image processing features.