MCP Server Directory

Autonomous research agent that combines web search, document indexing, code execution, and workspace management to gather information, analyze data with Python libraries, and generate comprehensive reports with self-evaluation metrics.

Provides a bridge to FirstCycling.com for retrieving professional cycling statistics, race results, rider profiles, and rankings with robust error handling and data parsing

Automatically converts any GraphQL API into individual tools through schema introspection and intelligent caching, enabling seamless integration with GraphQL-based services like GitHub or Shopify APIs without manual tool definition.

Integrates Pyodide to enable Python execution in JavaScript environments.

Integrates with Babashka to enable dynamic Clojure code execution and interaction for scripting, data processing, and system automation tasks.

Provides secure access to Azure Health Data Services FHIR servers, enabling authenticated retrieval and search of healthcare resources across 70+ resource types for medical applications requiring standards-compliant patient data access.

Enables web scraping from sites with bot detection, captchas, or geolocation restrictions through residential proxies and automated captcha solving for content extraction in HTML or Markdown formats.

Bridges bsl-language-server for 1C:Enterprise code diagnostics, navigation, and multi-project management.

Wraps the cursor-agent CLI tool with seven specialized tools for code interaction including chat, file editing, analysis, repository search, task planning, and command execution with configurable model settings and comprehensive error handling.

Enables direct image generation and editing through OpenAI's gpt-image-1 model with support for text prompts, file paths, and base64 encoded inputs for creative workflows and visual content creation.

Integrates with Proxmox VE API to provide complete virtualization management including VM and container lifecycle operations, cloud-init configuration, firewall management, snapshots, backups, and resource pool administration with safety features like confirmation prompts and dry-run modes.

Provides access to FedRAMP documentation and compliance data, enabling search through security requirements, control mappings, and guidance documents with specialized functions for tracking Key Security Indicators, Methods and Assessment Standards, and NIST control references.

Exposes Fabric design patterns as executable tools that can be discovered and run directly within development workflows, with automatic pattern recommendation based on task descriptions.

Executes code snippets in isolated Docker containers with resource limits and security controls for safe testing and debugging across multiple programming languages.

Provides image processing and cloud storage capabilities through Sharp.js for resizing, transforming, and applying effects to images with seamless uploading to AWS S3, Cloudflare R2, or Google Cloud Storage.

Semantic code search and indexing using tree-sitter AST analysis across 13+ languages with call graph traversal and hybrid vector-keyword ranking.

Integrates with CanLII's Canadian legal database to provide search and retrieval capabilities for court decisions, legislation, case metadata, and legal citations with support for date filtering and bilingual content.

CloudWerx's DiffuGen provides a flexible image generation server that supports multiple stable diffusion models with advanced configuration options for prompt engineering and generation parameters.

Integrates with IPLocate.io API to provide IP address geolocation, network information, privacy detection, and abuse contact data for cybersecurity analysis, fraud prevention, and network administration.

Provides a FastMCP-powered interface for generating text, processing file content, and extracting article data from URLs with asynchronous operations and robust error handling for content generation workflows.

Enables AI to query and analyze local documents and Git repositories through a RAG system built with TypeScript, LlamaIndex, and Gemini embeddings.

Provides code analysis capabilities using the nuanced library, offering tools for initializing code graphs, exploring function call relationships, analyzing dependencies, and assessing the impact of code changes.

Transforms complex codebases into structured summaries optimized for language models, enabling better code understanding for analysis, documentation, and technical assistance workflows.

Automates Google NotebookLM workflows for creating notebooks, adding content sources, and generating podcasts, videos, slide decks, mind maps, quizzes, and reports.

Integrates with Red Hat's Jira instance to provide comprehensive issue management, project administration, and agile workflow operations through 20 specialized tools covering search, boards, sprints, components, versions, and user management.

Integrates with Runway's generative AI platform to create and edit videos and images through text-to-image generation, image-to-video conversion, video upscaling, and editing capabilities with automatic task polling and media URL delivery.

Removes watermarks from Chinese social media videos on Douyin and Xiaohongshu platforms using async processing and video manipulation to extract clean URLs and download original content.

Provides a bridge to virtual Ubuntu desktops for browsing the web, running code, and automating tasks through a sandboxed environment with bash command execution and natural language control.

Creates isolated Docker environments for executing code in multiple languages, with persistent containers and Dockerfile generation for reproducible setups.

Provides secure command execution in WSL with built-in safety features like path validation, timeouts, and error handling.

Provides secure read-only access to IBM DB2 for i (AS/400) databases through the JT400 JDBC driver with SQL security validation, rate limiting, and support for system naming conventions.

Integrates with the Haoka API to provide authenticated access to Haoka's data and services through HTTP requests with environment-based token configuration.

Indexes local Maven repositories to enable semantic search and discovery of Java classes from external dependencies with method signatures, inheritance relationships, and source code access

Provides macOS system monitoring with SQLite-based historical data storage and enhanced file search with tagging support, collecting real-time CPU, memory, disk, and network metrics while offering content-based file searching with regex support and macOS file tagging operations through native utilities like Spotlight and extended attributes.

Integrates with Puppeteer to provide browser automation capabilities for web navigation, interaction, and data extraction.

Provides dynamic prompt template management with Go template engine support, file system watching for real-time updates, and CLI tooling for template rendering, validation, and listing with support for partials, environment variables, and automatic reloading.

Provides access to the OpenGenes database containing aging and longevity research data including experimental lifespan results from genetic interventions, aging-related gene classifications, hallmarks of aging associations, and population genetics longevity studies for researchers analyzing gene-longevity relationships and experimental outcomes.

Provides persistent, project-scoped vector memory for Claude Code using DuckDB and sentence-transformers with semantic search.

Integrates with Apple's App Store Connect API to provide direct access to iOS app sales reports, user analytics, app health metrics, beta testing data, and subscription information with JWT authentication and automatic pagination handling.

Integrates with Ethereum blockchain networks to provide smart contract auditing, wallet analysis, token balance checking, and profitability tracking using Web3.js, Moralis, and Etherscan APIs.

Provides webcam access for capturing still images with camera control features including brightness adjustment, resolution settings, and basic image transformations through OpenCV

Exposes Django REST Framework API documentation through MCP for AI coding agents to generate frontend integration code.

Provides a knowledge graph management system for storing, retrieving, and querying information to build and maintain long-term memory across conversations.

Integrates with Nautobot network infrastructure management platform, enabling querying and interaction with network data through tools for retrieving information about devices, interfaces, circuits, IP addresses, and locations.

Automates WeChat messaging and screenshot capture through ADB connectivity to Android devices and emulators, enabling bulk messaging workflows and customer service automation via direct mobile interface control.