Explore All MCP Servers

mcp

7

by GibsonAI

GibsonAI provides an MCP server allowing integrations with various tools to manage projects and APIs directly from integrated development environments. It enhances the capabilities of IDEs by providing a cohesive interaction with databases and APIs.

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.

mongodb-mcp

7

by jonfreeland

The MongoDB MCP Server enables AI-driven query and analysis of MongoDB databases while ensuring data safety with read-only access. It provides extensive features for database exploration, querying, and data analysis, all optimized for performance.

mcp-osv

7

by gleicon

MCP Security Analyst is an MCP server designed to perform security analysis by leveraging OSV.dev and AI models. It offers tools to identify and analyze potential code vulnerabilities and supports seamless integration with AI tools through the MCP protocol.

Filesystem-MCP-Server-SSE

7

by ysthink

Filesystem MCP Server SSE is a Node.js server implementing the Model Context Protocol for various filesystem operations such as reading and writing files, managing directories, and moving or searching for files. It supports integration with tools like Docker and Cherry Stdio Desktop, providing a flexible interface for file management.

mcp-notes

7

by truaxki

MCP Notes Server is a Model Context Protocol server that enables efficient note management with persistent storage. It includes features such as CRUD operations, JSON storage, and resource-based access via URI schemes, along with capabilities for note summarization using prompts.

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.

mcp-atomictoolkit

7

by XirtamEsrevni

Atomistic Toolkit MCP Server is designed to deliver atomistic simulation capabilities using tools like ASE and pymatgen. It is suited for tasks such as structure creation, optimization, and file operations related to atomistic data.

tfnsw-realtime-alerts-mcp-server

7

by piddlingtuna

The TfNSW Realtime Alerts MCP Server provides tools to access real-time transport information in NSW using Large Language Models. It supports multiple transport modes and requires TfNSW API authentication.

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.

scmcp

7

by huang-sh

SCMCP is an MCP server designed for single-cell RNA sequencing (scRNA-Seq) analysis using natural language. It offers modules for data input/output, preprocessing, cell communication, and various plotting options, making it ideal for agent developers and users looking to integrate these capabilities into AI clients or plugins.

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.

fs

7

by bunasQ

FS MCP is a Model Context Protocol server designed to enable seamless file reading capabilities. It supports API key configuration via command-line and environment variables.

mcp-code-snippets

7

by ngeojiajun

Code Snippet Server is an MCP server that facilitates the management of code snippets across various programming languages. It features snippet creation, listing with filters, and deletion, utilizing a standardized server interface for ease of use.

mcp-server-ssh-rails-runner

7

by tadasant

The MCP Server: SSH Rails Runner facilitates secure remote execution of Rails console commands using SSH. It provides tools for read-only operations and controlled mutations, enhancing the productivity in a Rails environment. It supports integration with Cursor for seamless code execution and analysis.

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.

mcp-google-workspace

7

by j3k0

The MCP Google Workspace Server is a Model Context Protocol server specifically designed for Google Workspace services, enabling effective management and interaction with Gmail and Google Calendar through advanced feature integrations. It supports multiple Google accounts with individual metadata and facilitates powerful operations like email querying, event management, and draft handling using OAuth2 authorization.

mcp-server-supos

7

by FREEZONEX

supOS MCP Server is a Model Context Protocol server that provides various supOS open APIs. It allows querying and retrieval of topic-related data, making it useful for clients that support the MCP protocol.

mcp-strava

7

by MariyaFilippova

The MCP Strava Server is designed to integrate Strava APIs with Claude for Desktop, allowing for enhanced interaction with Strava activity data through the MCP framework. It promises efficient data management and requires setup of both Strava API credentials and Claude configuration.

claudekeep

7

by sdairs

ClaudeKeep is an experimental project utilizing the Model Context Protocol (MCP) to allow users to save and share AI conversations from Claude Desktop. It features an MCP server for saving chats, a web app for viewing them, and emphasizes that it is an ongoing experiment with potential security risks.

misp-mcp

7

by Eacus

MISP-mcp is a tool designed to leverage the Model Context Protocol to connect AI applications with local and remote data sources seamlessly. It emphasizes secure integration, flexibility in AI provider usage, and comes with a host of pre-built connections and settings to enhance application functions.

toggl-mcp-server

7

by taiseimiyaji

Toggl MCP Server connects AI assistants with Toggl's time tracking API, facilitating AI-managed time, project, and workspace administration through natural language. It supports multiple platforms and requires Toggl API token authentication.

metabase-mcp-server

7

by hyeongjun-dev

Metabase MCP Server is a TypeScript-based server that integrates AI assistants with the Metabase analytics platform using the Model Context Protocol. It provides tools for seamless access and control of Metabase data through conversational AI and supports different authentication methods.

MCP-Microsoft-Office

7

by Aanerud

The MCP Microsoft Office Bridge is a comprehensive server connecting large language models (LLMs) to Microsoft 365, facilitating natural language interaction with Microsoft Graph data. It features full MCP implementation, modular architecture, robust enterprise-grade tools, and supports desktop and web interfaces.

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.

mult-fetch-mcp-server

7

by lmcc-dev

The mult-fetch-mcp-server project is an MCP-compliant system facilitating communication between AI assistants and external web tools. It features web scraping capabilities, intelligent content extraction, and supports multiple transport methods. Designed for modularity and ease of integration with platforms like Claude.

mcp-discord-raw

7

by hanweg

The Discord Raw API MCP Server is designed to provide a streamlined integration with Discord's API, enabling both RESTful requests and slash command executions. It is intended for users who need raw access to Discord's functionalities through programmable interfaces. Key features include API endpoint configuration and flexible command management.

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.

firefly-mcp

7

by gofireflyio

The Firefly MCP server facilitates integration with the Firefly platform, enabling users to discover, manage, and codify resources across their Cloud and SaaS accounts. It features secure authentication and easy integration with tools like Claude and Cursor to enhance resource management efficiency.

opcua-mcp

7

by kukapay

The OPC UA MCP Server is an MCP server designed to interface with OPC UA-enabled industrial systems, enabling AI-driven interaction for monitoring and controlling operational data. It is designed for developers and engineers integrating AI workflows with industrial automation.

gmail-mcp-server

7

by ivanlhz

The gmail-mcp-server project is designed to expose the Gmail API via the Model Context Protocol (MCP), facilitating its integration with large language models (LLMs) and platforms such as Claude Desktop. It offers a variety of tools to interact with Gmail functionalities like managing labels and retrieving email details.

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.

mcp-human

7

by olalonde

MCP-Human is a Model Context Protocol server designed for AI systems to leverage human input via Amazon Mechanical Turk. It exemplifies human-in-the-loop AI by enabling dynamic task creation and response collection through Mechanical Turk, facilitating complex AI operations.

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.

nash-mcp

7

by nash-app

Nash MCP Server is a versatile MCP server that supports running commands, executing Python code, fetching web content, and managing tasks efficiently. It emphasizes security and efficiency, incorporating tools for task and file management with a focus on minimizing token usage. The server requires Python and Poetry for setup and is highly configurable through environment variables.

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.

SuricataMCP

7

by Medinios

SuricataMCP is a Model Context Protocol Server designed to facilitate network traffic analysis through the renowned Suricata engine. It allows users to programmatically interact with Suricata using tools integrated with AI platforms like Cursor, making network security tasks more accessible and efficient.

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.

dbx-mcp-server

7

by amgadabdelhafez

dbx-mcp-server is an MCP server that integrates with Dropbox, allowing users to perform various file operations and interact with Dropbox resources. It leverages the Dropbox API and provides secure authentication using OAuth 2.0 with PKCE. The project offers tools for file management and metadata retrieval.

protonmail-mcp

7

by amotivv

The Protonmail MCP Server allows users to send emails via Protonmail's SMTP service, integrated with tools like Claude Desktop and Cline VSCode Extension. It facilitates seamless email communication with features like multi-recipient support and compatibility for both text and HTML formats.

gsc-mcp-server

7

by seotesting-com

The Google Search Console MCP Server is designed to help users integrate GSC data with an MCP Server to analyze SEO metrics effectively. It provides tools for generating visual reports and identifying optimization opportunities, making it ideal for users looking to improve their site's search performance.

xano-mcp

7

by lowcodelocky2

The Xano MCP Server serves as an interface between Xano's metadata API and Model Context Protocol (MCP) clients. It facilitates full database and API management through tools for managing table schemas, API groups, and more, making backend infrastructure easier to handle programmatically.

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.

tailor-mcp

7

by tailor-platform

Tailor Platform is a headless ERP solution designed for building modular applications with minimal coding effort, making use of large language models. It supports cross-platform functionality and provides an environment for developing graphically represented applications that scale with enterprise needs.

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.

balldontlie-mcp

7

by mikechao

Balldontlie MCP Server is designed to integrate the Balldontlie API, providing comprehensive data about NBA, NFL, and MLB players, teams, and games. It offers functional tools and prompts for generating sports-related data, with support for platforms like Claude Desktop and LibreChat.

code-context-mcp

7

by fkesheh

The Code Context MCP Server is designed to provide contextual information from local git repositories through code processing and semantic search. This server leverages SQLite for data storage and Ollama for generating code embeddings. Core features include local repository cloning, semantic chunking of code, and robust search capabilities.

mcp-ipfs

7

by alexbakers

The MCP IPFS Server for storacha.network is a Node.js application that implements the Model Context Protocol to allow seamless data management via the `w3` CLI with storacha.network. It is designed to integrate various MCP functionalities such as space and data management, delegations, and advanced storage management.

powerdrill-mcp

7

by powerdrillai

Powerdrill MCP Server facilitates interaction with Powerdrill datasets through natural language, supporting integration with tools like Claude Desktop and Cursor. It requires authentication via User ID and API Key and provides features like dataset management and running complex data analysis jobs.

aws-s3-mcp

7

by samuraikun

The S3 MCP Server is a specialized tool designed for seamless integration between Large Language Models and Amazon S3 storage. It supports operations such as listing buckets and objects, and retrieving object contents securely.

memory-mcp-server-go

7

by okooo5km

Memory MCP Server in Go provides persistent memory for AI assistants through a knowledge graph. It features cross-platform support and flexible entity management.

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.

coolify-mcp-server

7

by wrediam

Coolify MCP Server is a dedicated server that integrates with the Coolify API, allowing users to manage teams, servers, services, applications, deployments, and private keys. It facilitates comprehensive interaction with Coolify instances via Model Context Protocol tools.

mcp-server-bluesky

7

by morinokami

This project is an MCP server designed for Bluesky, enabling various operations such as managing follows, posts, and likes. It provides several tools to interact with the Bluesky social platform effectively.

grafana-loki-mcp

7

by tumf

Grafana-Loki MCP Server is a FastMCP server that allows querying Loki logs through the Grafana API. It offers multiple features such as retrieving Loki labels and label values, formatting results in different formats, and supporting various transport protocols. The project requires Python 3.10+ and is licensed under MIT.

hn-mcp

7

by devabdultech

The Hacker News MCP Server integrates Hacker News data with applications like Cursor and Claude. It offers real-time access to stories, comments, user profiles, and search functionalities through the Enhanced Context Protocol.

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.

deep-research-mcp

7

by JoshuaLelon

Deep Research MCP is a multi-agent research framework that utilizes Python and the Message Control Protocol to facilitate research activities. It includes a variety of AI agents, memory management, and a FastMCP server setup to manage and orchestrate research tasks efficiently.

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.