Ai Chatbot MCP Servers

chain-of-thought-mcp-server

8

by beverm2391

The Chain of Thought MCP Server is a specialized server that facilitates improved interaction processes by using chain-of-thought techniques. It leverages large language models via Groq's API, aiming to enhance performance in complex tool use scenarios as highlighted by Anthropic's research.

morphik-mcp

8

by morphik-org

Morphik MCP is a server implementation enabling interaction with the Morphik multi-modal database through the Model Context Protocol. It supports document and file operations, allowing AI assistants to ingest, retrieve, and query data efficiently.

code-review-mcp

7

by praneybehl

The code-review-mcp server enables automated code reviews using LLMs, designed for integration with AI coding assistants like Claude Code, Cursor, and Windsurf. It reviews git changes with contextual feedback and supports various LLMs including Google, OpenAI, and Anthropic.

prompt-engineer-mcp-server

7

by hireshBrem

The Coding Prompt Engineer MCP Server is a tool that optimizes coding prompts for use with AI Integrated Development Environments by utilizing Claude by Anthropic. It enhances prompts by adding structure, context, and language specificity to achieve better results within AI IDEs.

telnyx-mcp-server

7

by team-telnyx

The Telnyx Local Model Context Protocol (MCP) Server provides a platform for connecting telephony, messaging, and AI assistant capabilities through MCP clients. It supports a variety of tools for managing communications and creating AI-driven applications.

chroma_mcp_server

7

by djm81

Chroma MCP Server is a tool that integrates with Chroma, providing a persistent working memory for AI-assisted development. It facilitates automated context recall, code indexing, and chat logging, enhancing IDE workflows by creating a unified knowledge hub.

mcp-codesavant

7

by twolven

CodeSavant is an MCP server that facilitates AI-driven code manipulation and execution while tracking changes and maintaining version control. It supports multiple programming languages and is built on Anthropic's Model Context Protocol.

user-prompt-mcp

7

by nazar256

The User Prompt MCP is an MCP server designed for Cursor, facilitating interactive user input during AI model generation. It supports cross-platform usage, offering a user-friendly GUI and integration via stdio.

mcp-dataverse

7

by rajyraman

This project allows for SQL querying of Dataverse environments using the MCP server. It supports integration with AI tools like GitHub Copilot and Claude Desktop and requires specific setup configurations with Azure CLI, Docker, and dotnet. The MCP server is configurable via Docker and dotnet tool, facilitating easy access to Dataverse data.

pandas-mcp-server

7

by marlonluo2018

The Pandas MCP Server is a powerful tool that integrates Model Context Protocol functionalities to process CSV files and execute Pandas operations. It excels at generating interactive visualizations, making it ideal for data analysis tasks.

xcf

7

by CodeFreezeAI

XCF Xcode MCP Server is a Swift-based server designed to enhance AI workflows by simplifying the process of writing Xcode apps. It offers features like real-time error handling and AI-powered bug fixes for Swift developers. The tool is user-friendly and integrates seamlessly with development environments like VSCode and Claude.

vrchat-mcp-osc

7

by Krekun

VRChat MCP OSC is a tool that bridges AI assistants with VRChat, enabling AI-controlled avatar interactions using the Model Context Protocol (MCP). It supports features like avatar control, communication, and seamless integration with virtual reality environments.

legal-context

7

by protomated

LegalContext is an open-source platform that connects a law firm's Clio document management system to the Claude Desktop AI assistant, ensuring secure and localized document processing. Its key features include semantic search and grounding AI responses in actual documents to maintain confidentiality and accuracy in legal contexts.

mcp-task-manager-server

7

by bsmi021

The MCP Task Manager Server is a local MCP-compatible server for managing project and task data. It provides a persistent backend with SQLite support, offering tools for client-driven task management while maintaining project-based organization.

onyx-mcp-server

7

by lupuletic

Onyx MCP Server acts as a bridge between Model Context Protocol (MCP) clients and Onyx AI's knowledge bases, enabling efficient search and chat operations using semantic technology. It is designed to facilitate seamless access to organizational knowledge via compatible interfaces.

mcp-metricool

7

by metricool

The Metricool MCP Server is a protocol server that facilitates interaction with the Metricool API, allowing AI agents to analyze and manage social media metrics and campaigns efficiently. It supports scheduling posts and provides various analytics tools across different social media platforms.

mcp-web-search-tool

7

by gabrimatic

The MCP Web Search Tool is a Model Context Protocol server that provides real-time web search capabilities, supporting pluggable search providers. It integrates particularly well with AI assistants to offer up-to-date information efficiently and intelligently.

mcp-optionsflow

7

by twolven

OptionsFlow MCP Server is designed to offer advanced options analysis and strategy evaluation using Yahoo Finance data. It facilitates analyzing options chains and calculating risk metrics for different options strategies.

canvas-mcp

7

by aryankeluskar

Canvas MCP is a toolset designed to enhance AI interactions with Canvas LMS and Gradescope, featuring capabilities like resource finding and assignment querying using natural language. It simplifies managing educational content across platforms.

ast-mcp-server

7

by angrysky56

AST MCP Server is a Model Context Protocol server that provides tools for analyzing code through abstract syntax and semantic structures. It supports multiple languages and is compatible with Claude Desktop, offering advanced features like incremental parsing and AST diffing. The server enhances code analysis by integrating with Claude Desktop via MCP.

mcp

7

by hanzoai

Hanzo MCP is a server implementation using the Model Context Protocol that enables functionalities like code understanding, modification, and project analysis. It supports integration with Claude Desktop and provides security features for file handling.

auto_mcp

7

by snick-m

Auto MCP is a package designed to integrate ROS-based robots with large language models (LLMs) by functioning as an MCP Server. It is intended to simplify the process of creating connections, providing a 'brain' and 'body' configuration effortlessly.

SQL_MCP_Server

7

by pawankumar94

SQLGenius is an AI-powered SQL assistant designed to help users interact with BigQuery databases through natural language queries. It leverages Vertex AI's Gemini Pro and Streamlit for intuitive data exploration and SQL execution. Its standout features include a natural language to SQL conversion, interactive UI, and robust security measures.

mlflowMCPServer

7

by iRahulPandey

MLflow MCP Server is a project that offers a natural language interface to interact with MLflow's functionalities, making it easier to query MLflow tracking servers using conversational AI. It connects to an MLflow server via the Model Context Protocol, enabling users to manage experiments and models more intuitively.

sensei-mcp

7

by dojoengine

Sensei MCP is a Model Context Protocol server that offers expert assistance for Dojo and Cairo development on Starknet, using the Dojo ECS framework. It provides structured guidance and specialized tools to optimize the development of onchain worlds.

DeltaTask

7

by brysontang

DeltaTask is an advanced task management system that offers local hosting and Obsidian integration, allowing users to manage tasks with a Model Context Protocol. It features a smart priority engine, task decomposition, a tagging system, and API access through MCP for sophisticated task management solutions.

task-manager-mcp

7

by tradesdontlie

The Task Manager MCP Server is a template implementation designed to manage tasks and projects utilizing the Model Context Protocol (MCP). It features tools for task creation, status tracking, PRD parsing, and more. Offering robust integration with MCP clients, it serves as a foundation for building more complex task management systems.

multi-llm-cross-check-mcp-server

7

by lior-ps

The Multi LLM Cross-Check MCP Server is designed to facilitate cross-checking responses from multiple LLM providers simultaneously through a single interface. It supports parallel querying with providers such as OpenAI, Anthropic, Perplexity AI, and Google, and is integrated with Claude Desktop for streamlined usage.

octagon-vc-agents

7

by OctagonAI

Octagon VC Agents is an MCP server that offers AI-driven simulations of famous venture capitalist agents using real-time market data. This platform helps users simulate investor interactions for various financial activities like fundraising and market analysis.

sushimcp

7

by maverickg59

SushiMCP is a protocol server aimed at enhancing AI IDEs by providing context for better code generation performance in LLM models. It offers both default and advanced configurations for developer integration.

kaggle-mcp

7

by 54yyyu

Kaggle-MCP is a tool that integrates Claude AI with the Kaggle API, enabling AI-powered access to Kaggle competitions, datasets, kernels, and models through the Model Context Protocol. It facilitates secure authentication and data access for research and analysis tasks.

opencv-mcp-server

7

by GongRzhe

OpenCV MCP Server is a Python package that provides OpenCV's computer vision capabilities via the Model Context Protocol (MCP) to AI assistants and language models. It supports advanced image and video processing tasks such as object detection, face recognition, and video analysis.

mcp_read_images

7

by catalystneuro

MCP Read Images is a server for image analysis using advanced vision models through the OpenRouter API. It offers automatic image optimization and error handling capabilities, along with model configuration options.

mcp-typesense-server

7

by suhail-ak-s

The Typesense MCP Server is a Model Context Protocol (MCP) server that enhances AI model integration with Typesense, a search engine, by enabling data discovery, search, and analysis in Typesense collections. It is particularly suited for use with LLMs, providing optimized access to structured search operations and collection insights.

file-search-mcp

7

by Kurogoma4D

File Search MCP is a specialized MCP server built in Rust, enabling full-text searching within a filesystem using Tantivy. It efficiently processes and searches text files, integrating with systems that support the Model Context Protocol.

RhinoMCP

7

by a01110946

RhinoMCP seamlessly integrates Rhinoceros 3D with Claude AI, enabling AI-assisted 3D modeling, design, and analysis workflows through the Model Context Protocol. The project supports features like NURBS curve creation and Python script execution, enhancing Rhino3D's capabilities by allowing direct AI interaction.

project-handoffs

7

by davidorex

Project Handoffs MCP Server is designed to manage AI session handoffs and track next steps effectively. It provides tools for creating projects, managing priorities, and ensuring safe data persistence with type-safe implementation and consistent state management.

DataverseMCPServer

7

by bonanip512

A complete Power Platform MCP solution with a Node.js server exposing Dataverse tools via MCP, an HTTP `/invoke` endpoint, and a sleek HTML chatbot UI that accepts natural language queries (e.g. “List fields in Lead”) and routes them to the correct tool. Easily configurable via environment variables.

Basecamp-MCP-Server

7

by georgeantonopoulos

This project enables interaction between Basecamp 3 and Cursor via the Magic Copy Paste (MCP) protocol, featuring OAuth authentication, secure token storage, and Composio integration for AI workflows. It offers a robust MCP server for seamless integration and tool execution.

mcp-apple-notes-fixed

7

by Tom-Semple

MCP Apple Notes is a Model Context Protocol server designed to allow semantic search and retrieval operations on Apple Notes. It integrates with AI assistants to enhance the search and reference capabilities of Apple Notes during interactions with the AI. This project supports native Apple Notes integration with full local execution.

MCPApp

7

by tanaikech

MCPApp explores the use of Google Apps Script as a Model Context Protocol (MCP) server to connect AI applications with Google Workspace services. It aims to ease AI-powered workflow integration through a standardized protocol.

everart-forge-mcp

7

by nickbaumann98

EverArt Forge MCP for Cline is a robust server that leverages AI models to create both vector and raster images, supporting diverse styles and formats. It offers flexible storage solutions for seamless integration into web projects, making it ideal for design and development needs.

mcp_server

7

by freedanfan

This project implements a Python-based MCP server to enable standardized interactions between AI models and development environments. It uses FastAPI for high-performance asynchronous processing and supports JSON-RPC 2.0 for communication and Server-Sent Events for real-time notifications.

mcp-server-zep-cloud

6

by kev-hu

MCP Server for Zep Cloud acts as a mediator between Claude Desktop and the Zep Cloud API, facilitating user and memory management tasks. It uses the FastMCP method to ensure efficient and maintainable server operations with a fallback mode for connectivity issues.

kaggle-mcp

6

by arrismo

This project implements a Model Context Protocol server for interacting with the Kaggle API, allowing searches and downloads of Kaggle datasets and prompts for creating EDA notebooks. It simplifies data handling processes for developers by automating these tasks through a server application.

ableton-mcp

6

by itsuzef

AbletonMCP Enhanced is a tool that integrates Ableton Live with AI assistants using the Model Context Protocol, enabling users to control Ableton Live through natural language commands. It offers features like creating MIDI tracks, loading instruments, and controlling playback. This enhanced version provides ease of installation and additional functionalities.

port-mcp-server

6

by port-labs

The Port MCP Server is a Model Context Protocol server that enables developers to create automations and interact using natural language. It offers tools for managing blueprints, entities, and scorecards, enhancing the efficiency of AI applications.

kibana-mcp

6

by ggilligan12

The Kibana MCP Server is designed to enable AI assistants to interact with Kibana Security features, efficiently managing alerts, rules, and exceptions. Its robust toolset allows for comprehensive alert handling and exception rule management within Kibana environments.

VisionCraft-MCP-Server

6

by augmentedstartups

VisionCraft MCP Server enhances AI assistants with up-to-date, specialized computer vision and Gen-AI knowledge. It supports MCP-compatible clients and focuses on providing detailed, technically accurate information and responses.

mcpo-simple-server

6

by getsimpletool

MCPoSimpleServer is a lightweight Python-based server implementing the Model Context Protocol (MCP) for running MCP tools in secure environments. It offers dynamic loading, JSON configuration, and FastAPI support, making it a versatile platform for managing large language models.

aps-mcp-server

6

by kpphillips

The APS MCP Server is designed to integrate Autodesk ACC APIs using the APS toolkit, facilitating tools management for Autodesk projects. It supports integration with Claude Desktop and OpenAI Agents SDK and requires Python 3.11 or higher to operate.

remote-mcp-server-authless-scrape-and-analyze-website

6

by elizabethsiegle

This project provides a method for deploying a remote MCP server on Cloudflare Workers. It includes tools for website analysis and content extraction, leveraging Cloudflare's AI capabilities, and allows integration with various clients without requiring authentication.

zerocracy-mcp-server

6

by zerocracy

The MCP Server for Zerocracy integrates management insights into AI agents like Claude Desktop, enhancing product development management through AI-driven insights.

MCP-Server-AlphaVantage

6

by Hasan-Syed25

This project is a Model Context Protocol server tailored for stock market analysis. It provides essential financial insights by automating the fetching and analysis of stock data, and is designed to integrate seamlessly with AI technologies.

moneybird-mcp-server

6

by vanderheijden86

The Moneybird MCP Server connects AI assistants to Moneybird accounting software, allowing automation in managing contacts, invoices, and other business operations through API. It features advanced contact filtering and integrates TypeScript for type safety.

mcp-riot

6

by jifrozen0110

MCP-Riot Server is a community-developed tool enabling AI models to access League of Legends data through the Riot Games API. It supports features like player summaries, champion masteries, and match data for integration with AI assistants.

haris-musa_excel-mcp-server

6

by MCP-Mirror

Excel MCP Server is a protocol server designed for manipulating Excel files without the need for Microsoft Excel. It supports various operations such as data reading, writing, formatting, and visualization, enhancing AI tool integration.

openai-agents-mcp-server

6

by lroolle

The OpenAI Agents MCP Server facilitates communication with OpenAI agents via the Model Context Protocol, supporting individual and orchestrated agent interactions for tasks such as web and file searches and computer actions. It is customizable and compatible with MCP clients like the Claude desktop app, highlighting its utility for a variety of workflows.

mlx-whisper-mcp

6

by kachiO

Local MCP server for MLX Whisper transcription

dalle-mcp

6

by Garoth

The DALL-E MCP Server is a tool for generating and editing images using the DALL-E API from OpenAI. It supports generating images with DALL-E 2 or 3, editing images, and creating variations, specifically catering to users interacting with the Cline platform.