Model Context Protocol
MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
6,541 servers
rhnvrm/kite-mcp-server
A Model Context Protocol (MCP) server that provides AI assistants with secure access to the Kite Connect trading API. This server enables AI agents to retrieve market data, manage portfolios, and execute trades through a standardized interface.
ebailey78/mcp-memory
A Model Context Protocol (MCP) server for Claude Desktop that provides structured memory management across chat sessions, specifically designed for project-based work.
DocNR/repo-explorer
Repo Explorer is a powerful MCP server tool that provides exploration, search and analysis of Git repositories, supporting multi-repository management, efficient caching and cross-repository code analysis.
nick-wati/lead-qualifier-mcp
A lightweight MCP tool that uses ChatGPT to qualify leads over BANT mechanism (Budget, Authority, Need, Timeline). And guide users to enter leads informations question by question.
kirandawadi/volatility3-mcp
Volatility3 MCP Server is a powerful tool that connects MCP clients like Claude Desktop with Volatility3, the advanced memory forensics framework. This integration allows LLMs to analyze memory dumps, detect malware, and perform sophisticated memory forensics tasks through a simple, conversational interface.
shibuiwilliam/mcp-server-scikit-learn
This is a Model Context Protocol server for Scikit-learn, providing a standardized interface for interacting with Scikit-learn models and datasets.
samuelvinay91/autospectra-mcp-server
AutoSpectra is an all-in-one AI agent automation platform offering browser automation, API testing, debugging tools and more, compatible with multiple AI model systems.
jikime/py-mcp-naver-search
This MCP (Multi-platform Communication Protocol) server provides access to Naver Search APIs, allowing AI agents to search for various types of content on Naver.
el-el-san/vidu-mcp-server
Vidu MCP Server is a Model Context Protocol-based server for interacting with the Vidu video generation API, providing image-to-video, generation status checking and image upload functions.
mcherukara/claude-deep-research
The server follows MCP design principles to provide a seamless integration with Claude and other AI assistants. An MCP (Model Context Protocol) server that enables comprehensive research capabilities for Claude and other MCP-compatible AI assistants.
marcoeg/mcp-bauplan
A mimimalist Model Context Protocol MCP server to interact with data tables and running Bauplan queries. Bauplan manages a data store of Iceberg tables in S3.
randomm/files-db-mcp
A local vector database system that provides LLM coding agents with fast, efficient search capabilities for software projects via the Message Control Protocol (MCP).
VReippainen/hevy-mcp-server
A TypeScript Node.js server that connects your Hevy workout data to Language Models via Model Context Protocol (MCP). The server fetches data from the Hevy API and provides tools for accessing your workout history, exercise progress, and personal records.
windiechai/confluence-wiki-mcp-server-extension
A VSCode/Cursor extension providing an MCP Server for Confluence Wiki integration.
vakharwalad23/google-mcp-remote
A Cloudflare Workers-based MCP server implementation that provides Google API tools (Gmail, Calendar, Drive, etc.) for the Model Context Protocol, designed to integrate seamlessly with AI clients like Claude or Cursor.
karayaman/lichess-mcp
Speak to Lichess in natural language to interact with the chess platform. Use it with Claude Desktop to play games, analyze positions, and manage your chess activities.
ryuichi1208/mackerel-mcp-server
MCP server implementation for Mackerel monitoring service.
shivay-couchbase/couchbase-mcp
The Model Context Protocol (MCP) is a standardized way for AI models to interact with external tools and data sources. This implementation creates an MCP server that allows AI models to.
janwilmake/image-generation-mcp-cloudflare
Cloudflare-based MCP image generation service
mkusaka/mcp-shell-server
A server that uses the Model Context Protocol (MCP) to execute shell commands. It functions as a bridge that allows AI agents to safely execute shell commands.
Cognitive-Stack/search-stock-news-mcp
The Model Context Protocol (MCP) is an open standard that enables AI systems to interact seamlessly with various data sources and tools, facilitating secure, two-way connections.
bmorphism/slowtime-mcp-server
Slowtime MCP Server is a service providing secure time operations, with timing attack protection and time-lock encryption, supporting interval management and time obfuscation.
MissionSquad/mcp-helper-tools
A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.
bewt85/mcp-deno-sandbox
An MCP server that allows you to run TypeScript, JavaScript, and Python code in a sandbox on your local machine using the Deno® sandbox. This server provides a controlled environment for executing code with explicit permission controls (i.e. which websites it can visit, which files it can read).
