MCP Server Directory

Generates visual code flow diagrams from source code to help understand program structure, execution paths, and architectural relationships without manual diagramming.

Provides unified access to multiple FHIR healthcare data servers with intelligent server switching, clinical keyword extraction, and patient similarity search for building clinical decision support tools and analyzing patient cohorts across different healthcare systems.

Integrates Java code analysis, manipulation, and testing tools for efficient software development workflows and automated code operations.

Provides a foundation for building persistent agent systems with memory storage, user authentication, and n8n workflow integration designed for SaaS deployment and monetization.

Code linting and auto-fixing for Go, Java, and Lua projects.

Provides a bridge to Lark/Feishu workplace collaboration platform, enabling access to employee information and messaging capabilities with automatic authentication and token management.

Fetches and indexes YouTube playlist transcripts for quick search through vector embeddings, enabling efficient content discovery without watching hours of video.

Transforms natural language descriptions into production-ready React components through XML-based artifact parsing with support for multiple AI providers including Anthropic Claude, OpenAI GPT, DeepSeek, and Ollama.

Provides SpringOne 2025 conference session data through tools for counting sessions by date and retrieving all sessions, includes predefined prompts for conference analysis, and exposes speaker biographical information as resources.

Bridges TypeScript development tools with coding agents by wrapping tsgo's Language Server Protocol in an MCP interface, providing real-time type checking, code navigation, diagnostics, symbol lookup, and safe cross-project renaming.

Integrates with The Verge's RSS feed to provide up-to-date technology news, offering tools for fetching daily and weekly updates and searching specific topics within customizable time ranges.

Provides a bridge to the Nuclei vulnerability scanning tool, enabling automated security scans on target URLs with configurable parameters like severity, rate limiting, and proxy settings.

Integrates with China's AutoNavi (Amap) mapping service to provide geocoding, reverse geocoding, place search, weather data, and multi-modal route planning for driving, walking, cycling, and public transit within China's geographic context.

Integrates Vapi's voice AI capabilities with code editors, enabling outbound calls, voice assistant management, and conversation transcript retrieval for automated customer outreach and support interactions.

Provides persistent reminder management with priority-based organization and Obsidian integration for seamless transition of important reminders into personal knowledge management workflows.

Provides real-time and historical Bitcoin market data from Binance including ticker data, order books, trades, price charts, and live price streams for financial analysis and market research.

Provides utility functions for encoding/decoding, geolocation, cryptography, QR code generation, and timezone conversions with intelligent caching and rate limiting for optimized external API access.

Provides real-time access to Spanish government open data through 26 specialized tools covering grants, legislation, company registry, statistics, and national datasets for legal research, business intelligence, and policy analysis.

Provides real-time financial data for precious metals, cryptocurrencies, and other assets, enabling market price tracking and historical trend analysis without direct API integrations to multiple financial sources.

Monitors GitHub pull requests with automated state machine-driven CI checks, review comment handling, merge conflict detection, and TUI dashboard visualization.

Integrates with Dafny to verify code correctness through analysis of formal specifications and proofs.

Integrates with Twitch API to provide channel info, stream details, game data, user profiles, clips, chat settings, and video comments for building Twitch-related tools and analytics platforms.

Executes shell commands with intelligent output filtering that reduces context consumption by extracting only errors and important information using configurable regex templates for common development tools.

Provides a framework for structured thought processes, including dynamic adaptation, semantic analysis, and cognitive bias detection, enabling complex problem-solving and decision-making tasks.

Searches LinkedIn for job listings and cross-references DOL disclosure data to identify employers with H-1B, E-3, and green card sponsorship history.

Containerized QuantConnect Lean algorithmic trading engine with GPU support, backtesting, and multi-language trading strategy development.

Provides a secure Docker-based environment for executing Node.js code with npm dependencies, shell commands, and file operations while maintaining proper isolation for testing and web development prototyping.

Converts OpenAPI specifications from API.market into tools for accessing over 200 services including image generation, geocoding, and content detection through a unified authentication system

Integrates with USGS water data services to provide real-time and historical water measurements, flood monitoring, and geospatial queries for hydrological analysis and emergency management applications.

Provides Java legacy modernization tools including AST-based code generation, template-driven generation, source code parsing, JSP analysis, bytecode analysis, and OpenRewrite integration for automated refactoring and migration workflows.

Enables PHP developers to run static analysis, code style checks, and tests directly within conversations by executing PHPStan, PHP-CS-Fixer, and PHPUnit commands through a YAML-configured TypeScript server.

Comprehensive development toolkit providing filesystem operations with snapshots, multi-language diagnostics, bash scripting with monitoring, task scheduling, network utilities, context management with cost estimation, git operations, and system interaction tools.

Coordinates multiple AI coding agents working on the same codebase without file locking conflicts

VS Code extension exposing running language server features as MCP tools for definition lookup, references, diagnostics, and completions.

Provides Angular development teams with component analysis, design system migration support, and automated refactoring workflows including deprecated CSS detection, component contract generation, and validation steps for modernizing legacy codebases.

All-in-one tool for Polkadot development enabling ink! smart contract creation, parachain development, pallet building, and cross-chain operations

Provides web search capabilities through Perplexity.ai using Playwright browser automation, returning answers with source citations without requiring an API key.

Provides browser-based local LLM inference by running Web-LLM models entirely in a headless Chromium browser without external API dependencies, supporting multiple quantized models with dynamic switching and screenshot debugging for privacy-sensitive offline workflows.

Integrates with Coupler.io data flows to provide direct access to analytics from hundreds of connected data sources through tools for discovering flows, retrieving metadata, examining schemas, and executing SQL queries.

Provides secure database operations for IBM Informix databases with configurable read-only and full SQL access modes, connection pooling, and built-in security measures for enterprise environments.

Provides network port scanning, HTTP service discovery, and admin directory enumeration with banner grabbing, service version detection, and concurrent scanning operations for security reconnaissance and infrastructure auditing.

Provides access to TabNews content through API tools for retrieving listings, user posts, comments, and analytics data without requiring direct API integration

Provides secure database access across PostgreSQL, MySQL, MongoDB, and Oracle databases with credential management, connection configuration, and parameterized query execution for data analysis and business intelligence workflows.

Orchestrates Gemini CLI for architectural planning and Claude Code for implementation, using Context7 to fetch library documentation and create detailed development plans with file structures, dependencies, and risk assessments.

Provides a comprehensive administrative interface for managing Portkey AI platform users, workspaces, configurations, and cost analytics through a TypeScript-based management API

Google Gemini integration for text, image, and video generation with Codex CLI compatibility