MCP Server Directory

Facilitates structured product development through specialized AI roles (Product Manager, UX Designer, Software Architect) that generate documentation and convert requirements into actionable tasks.

Provides access to BootstrapBlazor component documentation and source code through automated Git repository management, enabling developers to retrieve component listings, file structures, and implementation details for Blazor application development.

Safeguards coding agents against adding vulnerable packages into projects

Analyzes Go codebases using AST parsing and Neo4j graph storage to enable natural language queries about code structure, dependencies, architectural patterns, and refactoring impact through interactive visualization and conversational interfaces.

Integrates with Unipile to provide unified access to messages across LinkedIn, WhatsApp, Instagram, Messenger, and Telegram, enabling efficient multi-platform communication management.

Provides real-time web research and URL summarization powered by Gemini 2.5 Flash with native Google Search grounding.

Provides code review and analysis using Google Gemini models with streaming responses, context caching, multi-turn sessions, and web search capabilities.

Provides a bridge to Currents test results platform, enabling AI to analyze failing tests, optimize test suites, and troubleshoot CI/CD pipeline issues through direct access to test execution data.

Provides a complete TCL scripting environment with dynamic tool management, enabling creation and execution of custom automation tools with parameter validation, namespace organization, and file-based persistence for text processing and system integration workflows.

Provides tools for managing and generating long-form content through conversation-based drafting and revision workflows, enabling efficient development of novels, reports, and other extensive documents.

Converts video files to high-quality GIF animations using FFmpeg with optimized palette generation, customizable FPS and dimensions, and precise time-based segment extraction for creating animated previews and social media content.

Embeds security annotations directly in source code to maintain living threat models that update with code changes, enforced through CI validation.

Integrates with Kakao Maps API to provide location-based services including geolocation, address lookup, and map functionality for conversational interfaces

Synthesizes insights from multiple AI sources to provide enhanced coding assistance with automatic language detection and git-aware context gathering.

Provides a bridge to HashiCorp Consul for service discovery, health checks, key-value operations, and configuration management without leaving your assistant environment.

Provides Active Directory penetration testing and enumeration capabilities through a Docker-containerized wrapper around the bloodyAD tool, offering 26 specialized tools for AD reconnaissance, privilege escalation, and object manipulation with support for various authentication methods including Kerberos.

Enables Claude Code to consult with multiple expert coding agents powered by OpenAI's o3-mini and Claude 3.7 Sonnet for enhanced problem analysis and diverse model perspectives

Integrates with Moralis Web3 API to enable blockchain data access, token analysis, and smart contract interactions without requiring deep Web3 development knowledge

Provides AI agents with access to the Sperax DeFi ecosystem on Arbitrum, including USDs stablecoin operations, SPA governance, veSPA staking, and Demeter yield farming protocols.

Provides secure, isolated Python code execution environments with modular architecture for running untrusted code, testing solutions, generating visualizations, and performing file operations through multiple backend options including E2B and Firecracker microVMs.

Provides a bridge to Pokémon data, enabling interaction with comprehensive information about species, abilities, moves, and game mechanics through TypeScript and Node.js.

Provides professional UI/UX design assistance through interface analysis, design system generation with multiple style variants, component improvement with accessibility optimizations, and React/Vue.js component creation with modern best practices.

Research benchmark implementation that transforms REST APIs from enterprise services like GitLab, Plane, RocketChat, ownCloud, and Azure into MCP servers, providing over 18,000 tools for evaluating tool-calling agent performance across complex multi-service workflows.

Integrates with Mem0.ai's memory management system to provide structured, persistent memory across conversations through a cognitive-inspired architecture that organizes information into short-term and long-term memory types.

Provides read-only access to Bybit's cryptocurrency exchange API for retrieving real-time market data, order book information, and account details.

Provides expert-level OpenAI API assistance through intelligent RAG capabilities with vector search, multi-language support, and automated data collection from GitHub repositories and community forums to deliver accurate, up-to-date guidance and code modernization.

Enables natural language interaction with Kubernetes resources, allowing developers to manage clusters through conversational interfaces instead of complex kubectl commands.

Streamlines software project creation by analyzing user input to select appropriate structures, generate documentation with Mermaid diagrams, and provide tools for setup and management.

Generates strongly-typed API clients and TypeScript types from Swagger/OpenAPI specifications, streamlining REST API integration with template-based code generation for different client frameworks.

Command-line client that serializes Xcode build, test, and launch commands through a shared background daemon.

Provides seamless access to local markdown documentation from multiple sources with smart fuzzy search, file caching, and real-time updates for development workflows requiring quick access to project docs, command references, and knowledge bases.

Integrates with Weblate translation management systems to provide project and component management, translation operations, change tracking, and statistical reporting for multilingual application development workflows.

Integrates with RunwayML and Luma AI to generate, manage, and enhance videos and images with features like text-to-video conversion, image animation, and content upscaling through asynchronous progress tracking.

Provides codebase analysis through OpenRouter's API integration, offering code quality assessment, security vulnerability scanning with OWASP Top 10 mapping and CVE database integration, performance profiling, and automated fix suggestions for JavaScript/TypeScript projects.

Provides Node.js debugging capabilities through Chrome DevTools Protocol, enabling breakpoint management, step-through execution, call stack inspection, and expression evaluation for interactive debugging sessions.

Integrates with multiple package registries and documentation sources to provide up-to-date library information for code assistance, dependency analysis, and learning about new libraries.

Retrieves and extracts tech news, articles, and discussions from GeekNews using BeautifulSoup for more informed conversations about current technology developments.

Integrates with Coolify deployment platform to provide server management, application deployment, database operations, and infrastructure orchestration capabilities for DevOps teams managing self-hosted container environments.

Integrates with Gravity Forms REST API v2 to provide comprehensive form, entry, submission, feed, and notification management with intelligent field operations, advanced search capabilities, file upload handling, and dual environment support for safe WordPress development workflows.

Provides a bridge to the BICScan API for assessing blockchain risk and analyzing digital assets through risk scoring and detailed holdings information

Connects to Compiler Explorer API for listing programming languages, retrieving available compilers, and compiling source code with customizable options, enabling developers to compare compiler behaviors and explore language features without context switching.

Semantic code intelligence providing call graphs, dependency maps, impact analysis, and test coverage for AI coding assistants.

Integrates with Formula 1 APIs to provide real-time racing data, historical results, driver information, team radio messages, weather conditions, and telemetry for building F1 statistics applications.

Extract and document code from your local filesystem, enabling automated documentation and codebase analysis.

Enhances coding capabilities by providing context-aware suggestions and documentation integration through code analysis, technology detection, and intelligent completion.