by hashicorp
Provides integration with Terraform Registry APIs, enabling automation and interaction for Infrastructure as Code development via Model Context Protocol.
by growilabs
Enables AI models to query and manipulate GROWI wiki content, providing page search, creation, tagging, comments, revisions, and share‑link management through the Model Context Protocol.
by graphlit
Enables integration between MCP clients and the Graphlit platform, providing ingestion, extraction, retrieval, and RAG capabilities across a wide range of data sources and connectors.
by grafbase
Provides a GraphQL federation gateway that composes multiple data sources into a unified graph with advanced governance, analytics, and performance features.
by grafana
Provides programmatic access to a Grafana instance and its surrounding ecosystem through the Model Context Protocol, enabling AI assistants and other clients to query and manipulate dashboards, datasources, alerts, incidents, on‑call schedules, and more.
by gotohuman
Add human approvals to AI agents and agentic workflows with a managed asynchronous approval UI, built‑in authentication, webhooks, notifications, team features, and an evolving training dataset.
by gornskew
Enables AI agents to evaluate Lisp code, make HTTP requests, and interact with Lisp debuggers through a lightweight Lisply protocol, bridging Model Context Protocol clients with Lisp‑based backends.
by googleapis
An MCP server that streamlines database tool development by handling connection pooling, authentication, observability, and secure access, allowing agents to interact with databases via natural language.
by gofireflyio
Enables discovery, management, and codification of resources across cloud and SaaS accounts through a Model Context Protocol server.
by gleanwork
Runs a local MCP server to bridge Glean API with client applications, enabling quick testing and development.
by github
Connects AI tools directly to GitHub, enabling natural‑language interactions for repository browsing, issue and pull‑request management, CI/CD monitoring, code‑security analysis, and team collaboration.
by gNucleus
Generate editable CAD parts or assemblies directly from natural‑language prompts by leveraging gNucleus generative AI models through a lightweight MCP server.
by fluidattacks
Provides command‑line utilities to interact with the Fluidattacks API, enabling automated security data retrieval and actions.
by fireproof-storage
A simple JSON document store offering CRUD operations and field‑based sorting, designed to run as an MCP server for integration with AI tools.
by firebase
Command line interface for managing, testing, and deploying Firebase projects, offering utilities for hosting, cloud functions, realtime database, Firestore, authentication, extensions, and local emulation.
by financial-datasets
Provides access to income statements, balance sheets, cash flow statements, stock prices, market news, and cryptocurrency data through MCP tools for AI assistants.
by fetchSERP
Provides a unified API for SEO analysis, SERP retrieval, keyword research, and web scraping, exposing all FetchSERP endpoints via a Model Context Protocol server.
by fatwang2
Provides web and news search, URL crawling, sitemap extraction, deep‑reasoning, and trending topic retrieval via Search1API, exposed as an MCP server for integration with AI clients.
by exa-labs
Provides real-time web search capabilities to AI assistants via a Model Context Protocol server, enabling safe and controlled access to the Exa AI Search API.
by esignaturescom
Provides eSignature contract creation, management, and template collaboration through an MCP server, enabling draft generation, sending, updating, and collaborator handling.
by modelcontextprotocol
An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.
by modelcontextprotocol
A Model Context Protocol server that provides web content fetching capabilities.
by modelcontextprotocol
Model Context Protocol Servers
by modelcontextprotocol
A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.
by modelcontextprotocol
A Model Context Protocol server for Git repository interaction and automation.
by modelcontextprotocol
A Model Context Protocol server that provides time and timezone conversion capabilities.
by upstash
Provides up-to-date, version‑specific library documentation and code examples directly inside LLM prompts, eliminating outdated information and hallucinated APIs.
by github
Connects AI tools directly to GitHub, enabling natural‑language interactions for repository browsing, issue and pull‑request management, CI/CD monitoring, code‑security analysis, and team collaboration.
by daytonaio
Provides a secure, elastic infrastructure that creates isolated sandboxes for running AI‑generated code with sub‑90 ms startup, unlimited persistence, and OCI/Docker compatibility.
by chaitin
A self‑hosted web application firewall and reverse proxy that protects web applications from attacks and exploits by filtering, monitoring, and blocking malicious HTTP/S traffic.
by microsoft
Provides fast, lightweight browser automation using Playwright's accessibility tree, enabling LLMs to interact with web pages through structured snapshots instead of screenshots.
by Skyvern-AI
Automates browser‑based workflows by leveraging large language models and computer‑vision techniques, turning natural‑language prompts into fully functional web interactions without writing custom scripts.
by ahujasid
Enables Claude AI to control Blender for prompt‑assisted 3D modeling, scene creation, and manipulation via a socket‑based Model Context Protocol server.
by PipedreamHQ
Connect APIs quickly with a free, hosted integration platform that enables event‑driven automations across 1,000+ services and supports custom code in Node.js, Python, Go, or Bash.
by googleapis
An MCP server that streamlines database tool development by handling connection pooling, authentication, observability, and secure access, allowing agents to interact with databases via natural language.
by elie222
Organizes email inbox, drafts replies in the user's tone, tracks follow‑ups, and provides analytics to achieve inbox zero quickly.
by firebase
Command line interface for managing, testing, and deploying Firebase projects, offering utilities for hosting, cloud functions, realtime database, Firestore, authentication, extensions, and local emulation.
by cloudflare
Provides a collection of Model Context Protocol servers that enable MCP‑compatible clients to interact with Cloudflare services such as Workers, Observability, Radar, and more, allowing natural‑language driven management of configurations, data, and operations.
by browserbase
Provides cloud browser automation capabilities for LLMs, enabling navigation, data extraction, screenshots, and session management via Browserbase and Stagehand.
by exa-labs
Provides real-time web search capabilities to AI assistants via a Model Context Protocol server, enabling safe and controlled access to the Exa AI Search API.
Empowers developers to code with AI-driven assistance, delivering real‑time codebase awareness, automated lint fixing, and seamless workflow integration directly inside the editor.
Provides an agentic development environment that lets developers issue plain‑English or shell commands, have multiple AI agents write, debug, and deploy code across multi‑repo codebases, and manage those agents centrally from a modern, high‑performance terminal.
Provides an integrated, customizable AI coding agent that automates routine development tasks, writes, tests, and deploys code, and can be extended with custom Zen Agents for any workflow.
by zed-industries
A high‑performance, multiplayer code editor designed for speed and collaboration.
AI-powered code editing with contextual chat, next‑edit suggestions, and agent mode, supporting dozens of languages and deep UI customization.
Transform spreadsheet tasks into automated AI-driven operations, pulling data from multiple sources, enabling two‑way sync, generating charts, and executing natural‑language actions directly inside Google Sheets.
Run advanced AI models locally with high performance while maintaining full data privacy, accessible through native desktop applications and a browser‑based platform.
by RooCodeInc
Provides an autonomous AI coding partner inside the editor that can understand natural language, manipulate files, run commands, browse the web, and be customized via modes and instructions.
Download and install the Postman API platform across desktop, web, command‑line, and IDE extensions to design, test, document, and monitor APIs.
Generate production‑ready code from natural language prompts, leverage ready‑made templates, and keep all files stored locally for full ownership and privacy.
Build, customize, and deploy AI-powered agents that automate tasks, retrieve information, and take actions across Microsoft 365, web, social and custom channels.
Upload, analyze, and visualize documents, compare multiple AI model responses side‑by‑side, generate diagrams, solve math with KaTeX, and collaborate securely within a single unified interface.
Automates repetitive work across dozens of apps using AI-powered agents, handling email management, data extraction, enrichment, reporting, and custom workflows.
An AI‑powered code editor that boosts developer productivity with intelligent autocompletion, natural‑language code editing, and deep codebase awareness.
Provides an AI conversational assistant accessible via desktop and mobile applications, allowing users to continue conversations across devices without switching tabs.
AI-powered code assistance directly inside the terminal, providing instant codebase search, coordinated multi‑file edits, test execution, and seamless integration with IDEs, CI/CD pipelines, and common developer tools.
Provides a native macOS app that consolidates multiple AI models for chat, code assistance, content creation, and image generation directly inside everyday applications.
AI‑powered autonomous coding agents, context‑aware autocomplete, terminal command automation, and deep IDE integrations accelerate software development and streamline codebase navigation.
Connects to any MCP server via HTTP streamable or Server‑Sent Events (SSE) and presents the interaction in a chat‑like UI, allowing developers to test and debug MCP integrations quickly.
by nbonamy
A desktop AI assistant that integrates with dozens of LLM providers, offering chat, multimodal generation, RAG, shortcuts, and extensible commands across the operating system.
Discover MCP servers organized by functionality and use case
Everything you need to know about MCP Server Space and MCP servers.
The Model Context Protocol (MCP) is an open standard that enables AI models like Claude to securely connect with external data sources, tools, and services. MCP servers expose capabilities that AI assistants can use to enhance their functionality.
The Model Context Protocol (MCP) was introduced by Anthropic and open-sourced. It is a community-driven standard designed to foster an open ecosystem for AI model integration.
Listings include permissions, capabilities, and source links. We run basic checks, but we don’t guarantee security—always review code and sandbox servers.
MCP securely extends AI capabilities by connecting to external data and tools. Common use cases: real-time Q&A, automated workflows, and enterprise knowledge integration.
Add the server to your MCP-compatible client configuration (for example, a “mcpServers” section). Follow the server’s README for auth and environment variables.
Yes. SDKs are available in multiple languages (commonly TypeScript and Python). Start with examples and guidelines, then publish your server to the community.
Popular clients include those by Anthropic and community projects. Check your client’s documentation for MCP support and configuration format.
Submit your server with a repo link, brief capabilities, and permission notes. We’ll review basic details before publishing.