The Largest MCPs Library|

Showing 100 of 6409 MCP servers found
API Development
Developer Tools
Data Science & ML

Autonomously builds, refines, and optimizes other AI agents using an advanced agentic coding workflow and framework knowledge base.

Developer Tools
Data Science & ML
Deployment & DevOps

Facilitates building and deploying fully-managed AI agents and long-running workflows with built-in durability and observability.

Developer Tools
Analytics & Monitoring
Browser Automation

Provides coding agents with programmatic access to Chrome DevTools for comprehensive browser control, inspection, and debugging.

API Development
Learning & Documentation
Data Science & ML

Provides an open-source curriculum designed to teach the concepts and fundamentals of the Model Context Protocol (MCP) through practical code examples.

Developer Tools
Data Science & ML
Deployment & DevOps

Orchestrates intelligent multi-agent swarms and autonomous workflows to build advanced AI systems.

API Development
Developer Tools
Web Scraping & Data Collection

Extracts and downloads content from XiaoHongShu (RedNote), including user posts, collections, likes, albums, and search results, while removing watermarks.

Productivity & Workflow
Web Scraping & Data Collection
Browser Automation

Exposes Chrome browser functionality to AI assistants for complex browser automation, content analysis, and semantic search.

Collaboration Tools
Deployment & DevOps
Analytics & Monitoring

Unifies metadata for data discovery, observability, and governance through a central repository, in-depth column-level lineage, and seamless team collaboration.

Database Management
API Development
Data Science & ML

Provides a developer-friendly, embedded retrieval engine for multimodal AI, enabling efficient search and data management.

API Development
Data Science & ML
Deployment & DevOps

Provides a backend service for ESP32 devices, enabling rapid deployment of custom intelligent control servers.

Developer Tools
Productivity & Workflow
Learning & Documentation

Enhances ChatGPT's capabilities by providing advanced custom instructions for both general conversational and specialized coding tasks.

Developer Tools
Data Science & ML
Mobile Development

Create, customize, and engage in real-time conversations with AI characters across web, mobile, and terminal platforms.

Developer Tools
Data Science & ML
Deployment & DevOps

Create and host AI companions with personalized personalities and conversational memory, accessible via browser or SMS.

API Development
Developer Tools
Deployment & DevOps

Provides a self-hosted web interface and API for interacting with large language models via llama.cpp.

Developer Tools
Productivity & Workflow
Design Tools

Facilitates agentic AI communication between Cursor and Figma, enabling programmatic reading and modification of design files.

Developer Tools
Productivity & Workflow
Data Science & ML

Enhances AI coding agents by providing semantic code search and deep context from an entire codebase.

API Development
Security & Testing
Mobile Development

Provides an all-in-one, intelligent automation testing solution for API, UI, and performance testing across multiple platforms.

Developer Tools
Cloud Infrastructure
Security & Testing

Enables secure execution of untrusted user-generated code and AI code.

API Development
Developer Tools
Data Science & ML

Provides an open-source implementation of the ChatGPT Code Interpreter using LangChain for sandboxed Python code execution.

Developer Tools
Productivity & Workflow

Accelerates software development by providing an AI coding assistant that understands codebase context to help write, fix, and explain code.

Developer Tools
Data Science & ML
Security & Testing

Enables building LLM-powered applications through a multi-agent programming paradigm.

Developer Tools
Data Science & ML

Provides an open-source implementation of OpenAI's ChatGPT Code interpreter, enabling users to generate and execute code through natural language prompts.

API Development
Developer Tools
Data Science & ML

Provides a streamlined Python interface for easily interacting with AI chat models like ChatGPT and GPT-4, emphasizing efficiency and minimal code complexity.

Database Management
Data Science & ML
Content Management

Empower ChatGPT with long-term memory by creating custom knowledge bases from uploaded documents and retrieving relevant answers using the OpenAI and Pinecone vector database stack.

Developer Tools
Productivity & Workflow
Deployment & DevOps

Provides containerized development environments, enabling multiple coding agents to work safely and independently with diverse tech stacks.

Developer Tools
Deployment & DevOps
Analytics & Monitoring

Provides an open-source, cloud-native LLMOps platform for designing, deploying, observing, and managing AI applications.

Developer Tools
Productivity & Workflow
Collaboration Tools

Provides an open-source memory layer specifically designed for AI coding agents.

API Development
Developer Tools
Analytics & Monitoring

Connect AI models to thousands of APIs, data sources, and tools with a single function call, abstracting away the complexities of the Model Context Protocol.

Developer Tools
Productivity & Workflow
Data Science & ML

Transforms AI agents into specialized experts through a revolutionary conversational context engineering platform.

Productivity & Workflow

Automate and control various Apple applications and services through the Model Context Protocol.

Developer Tools
Productivity & Workflow
Data Science & ML

Experience AI Xiaozhi's voice and smart assistant functionalities through a versatile Python-based client, enabling access without dedicated hardware.

API Development
Data Science & ML
Deployment & DevOps

Unifies Model Context Protocol (MCP) and REST services, providing a central management point for AI clients and federated environments.

API Development
Developer Tools
Data Science & ML

Provides AI assistants with comprehensive access to shadcn/ui v4 components, blocks, demos, and metadata via the Model Context Protocol.

Productivity & Workflow
Data Science & ML
Content Management

Automatically generates and comprehensively evaluates presentations from documents using an innovative agentic AI system.

API Development
Data Science & ML
Security & Testing

Intelligently routes large language model requests to the most suitable models and tools for optimized inference, enhanced security, and improved accuracy.

API Development
Developer Tools
Data Science & ML

Provides a Gradio web interface for locally running various Llama 2 models on GPU or CPU across different operating systems.

Productivity & Workflow
Learning & Documentation
Collaboration Tools

Integrates advanced AI capabilities directly into Zotero, enabling users to chat with PDFs, extract detailed insights, and streamline research workflows.

API Development
Data Science & ML
Web Scraping & Data Collection

Automates data integration via a stable, self-healing SDK, providing automated schema-drift detection, retries, and remappings to maintain continuous data flow without connector maintenance or rewrites.

Developer Tools

Streamline LLM Agent development with an all-in-one library offering tools, prompts, frameworks, and models.

API Development
Cloud Infrastructure
Deployment & DevOps

Transforms existing API servers and services into Model Context Protocol (MCP) compliant endpoints with zero code changes.

Database Management
Developer Tools
Data Science & ML

Create custom chatbots with personalized knowledge bases using advanced language models.

Developer Tools
Data Science & ML
Deployment & DevOps

Accelerate the development and research of complex Retrieval-Augmented Generation (RAG) systems with a low-code, modular framework.

Developer Tools
Web Scraping & Data Collection
Browser Automation

Exposes comprehensive browser functions via the Model Context Protocol, enabling external applications and AI models to programmatically interact with a web browser.

Developer Tools
Data Science & ML

Augment Large Language Models with advanced agent techniques for enhanced reasoning, memory, and intelligent decision-making.

API Development
Developer Tools
Data Science & ML

Serve, benchmark, and deploy large language models (LLMs) on various hardware platforms.

Database Management
Data Science & ML
Analytics & Monitoring

Unify access to diverse data sources, from files and databases to popular applications, by querying them with SQL and integrating with large language models.

API Development
Developer Tools
Productivity & Workflow

Exposes Obsidian notes through a secure REST API, enabling automation and integration with other tools.

Developer Tools
Productivity & Workflow
Data Science & ML

Provides a modular and extensible Python framework for building and managing Auto-GPT agents.

Developer Tools
Data Science & ML
Analytics & Monitoring

Offers a comprehensive production toolkit for large language models, providing observability, prompt management, and evaluation capabilities to enhance LLM development.

Developer Tools
Productivity & Workflow
Deployment & DevOps

Automates AI-powered workflows directly within your codebase.

Developer Tools
Productivity & Workflow
Data Science & ML

Provides a powerful, self-hostable AI Agent platform for maximum privacy and flexibility, acting as a complete drop-in replacement for OpenAI's Responses APIs with advanced agentic capabilities on consumer-grade hardware.

Database Management
Data Science & ML
Cloud Infrastructure

Provides scalable, fast, and disk-friendly vector search capabilities directly within PostgreSQL.

Developer Tools
Data Science & ML
Security & Testing

Provides a secure sandbox environment to test payloads against detection mechanisms before deployment.

API Development
Developer Tools
Deployment & DevOps

Compose data sources into a unified graph using this GraphQL Federation platform.

Developer Tools
Data Science & ML
Deployment & DevOps

Provides a robust and scalable operating system foundation for building, deploying, and managing intelligent AI agents.

Developer Tools
Learning & Documentation
Data Science & ML

Enables AI assistants to access and search official Microsoft documentation in real-time.

Cloud Infrastructure
Deployment & DevOps
Analytics & Monitoring

Automates FinOps processes to reduce cloud costs and streamline financial operations through no-code workflows.

API Development
Other
Deployment & DevOps

Provides a Java-based server and management platform for Xiaozhi ESP32 devices, enabling device monitoring, voice customization, role switching, and dialogue management.

API Development
Data Science & ML
Deployment & DevOps

Serves LangChain LLM applications and agents as robust FastAPI-powered API endpoints.

Other
Content Management
Social Media Management

Automates the publishing of Markdown articles to WeChat official accounts with customized themes.

API Development
Developer Tools
Data Science & ML

Establishes an open, standardized protocol for framework-agnostic agent communication.

Developer Tools
Deployment & DevOps

Automate the generation, deployment, and hosting of full-stack web applications, mini-programs, databases, and backend services using AI IDEs.

Developer Tools
Deployment & DevOps
Security & Testing

Analyzes software composition for vulnerabilities and malicious packages using policy-as-code.

Developer Tools
Productivity & Workflow
Browser Automation

Provides an intuitive, tool-integrated AI chat interface for seamless interaction with external services and custom workflows.

API Development
Developer Tools
Deployment & DevOps

Provides a high-performance, resilient AI gateway for connecting to multiple large language model providers through a single, unified API.

API Development
Data Science & ML
Analytics & Monitoring

Integrates Google Analytics APIs with a local Model Context Protocol (MCP) server to provide LLM-consumable tools for analytics data.

API Development
Developer Tools

Streamlines the creation of MCP server applications using a simple Python framework.

API Development
Developer Tools

Provides a comprehensive context engineering infrastructure with unified Model Context Protocol (MCP) tools and secure integrations for AI agents.

API Development
Developer Tools
Data Science & ML

Bridges large language models and AI agents with physical robots, translating natural language commands into ROS/ROS2 instructions without code changes.

Database Management
Developer Tools
Data Science & ML

Connects AI agents to databases, providing team's proven query patterns for collaborative learning and faster development.

Developer Tools
Data Science & ML
Security & Testing

Provides a security-oriented runtime for executing WebAssembly Components through the MCP protocol, enhancing AI agent capabilities.

API Development
Developer Tools
Other

Provides reference OpenAPI Tool Server implementations for integrating external tooling and data sources into LLM agents and workflows.

Developer Tools
Productivity & Workflow
Other

Captures screenshots on macOS without user interaction, enabling AI assistants to visually analyze UI bugs, designs, and data.

API Development
Developer Tools
Data Science & ML

Converts ComfyUI workflows into MCP tools to enable multimodal AI-generated content solutions powered by LLMs.

API Development
Developer Tools
Data Science & ML

Enables local, private, and secured AI experimentation directly on your personal computer.

API Development
Developer Tools
Learning & Documentation

Provides AI coding tools and agents with access to documentation for APIs, services, and libraries.

API Development
Developer Tools
Data Science & ML

Builds a project-specific knowledge graph to supercharge AI assistants with context-aware Retrieval Augmented Generation (RAG) capabilities.

API Development
Developer Tools
Security & Testing

Provides a self-hosted registry and unified gateway for managing Model Context Protocol (MCP) servers and their tools for AI agents.

Productivity & Workflow
Content Management

Empowers AI assistants to act as a personal chef, recommending recipes and planning meals based on a comprehensive cooking guide.

API Development
Developer Tools
Social Media Management

Provides a Python SDK for interacting with the AT Protocol (Bluesky).

Learning & Documentation
Content Management

Provides a multilingual, database-driven, open-source FAQ web application supporting PHP 8.3+ and various databases.

Developer Tools
Productivity & Workflow
Web Scraping & Data Collection

Facilitates searching and downloading documents from Anna's Archive as an MCP server or command-line interface tool.

Developer Tools
Learning & Documentation
Mobile Development

Provides real-time bus information for Galway, Ireland, built with Kotlin Multiplatform for Android, iOS, and macOS.

Developer Tools
Browser Automation
Security & Testing

Automates QA testing of websites using Browser-Use agents to identify UI bugs, broken links, and accessibility issues.

API Development
Developer Tools
Mobile Development

Showcases Kotlin Multiplatform development through a Fantasy Premier League application.

Developer Tools
Data Science & ML
Security & Testing

Securely executes code generated by Large Language Models in an isolated and portable environment.

Developer Tools
Productivity & Workflow
Data Science & ML

Enables the creation of collaborative AI agents using a visual builder or TypeScript SDK for solving complex problems.

API Development
Data Science & ML
Web Scraping & Data Collection

Facilitates access to various Turkish legal databases, providing a standardized Model Context Protocol (MCP) interface.

Developer Tools
Learning & Documentation

Leverages AI to provide advanced code search and discovery across GitHub and NPM, understanding connections between repositories and packages.

Developer Tools
Deployment & DevOps
Security & Testing

Analyzes software composition to extract inventory data, detect vulnerabilities, and generate SBOMs.

Developer Tools
Productivity & Workflow
Analytics & Monitoring

Manage personal finances with a self-hosted, multi-currency tracker emphasizing a no-budget, straightforward approach.

API Development
Developer Tools

Provides a lightweight, zero-overhead implementation of the Model Context Protocol (MCP) server directly in Bash.

Database Management
Data Science & ML
Analytics & Monitoring

Enables AI assistants to safely query any PostgreSQL database using natural language, returning structured SQL results.

Developer Tools
Productivity & Workflow
Browser Automation

Provides visual context to agentic coding tools by allowing users to select browser DOM elements and feeding their data to AI.

Developer Tools
Productivity & Workflow
Deployment & DevOps

Facilitates rapid mastery of microservice and distributed project architecture design and development processes.

Developer Tools
Data Science & ML
Security & Testing

Facilitates advanced reverse engineering tasks by acting as a model-agnostic AI assistant within environments like Ghidra, leveraging a tool-driven approach.

API Development
Developer Tools
Analytics & Monitoring

Provides a powerful multi-exchange, multi-account platform for cryptocurrency market data analysis, cross-platform trading, and automated strategy execution.

API Development
Developer Tools
Web Scraping & Data Collection

Enables web search across multiple engines without requiring API keys, supporting Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

Data Science & ML
Web Scraping & Data Collection
Social Media Management

Extracts watermark-free video links, video captions, and audio transcriptions from Douyin (TikTok) share links.

Developer Tools
Learning & Documentation
Mobile Development

Provides seamless access to Apple Developer Documentation directly within AI coding assistants, featuring smart search and wildcard support.

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