MCP Server Directory

Extracts and provides GitHub repository information including summaries, directory structures, and file contents for seamless code analysis and reference during conversations.

Integrates with Chinese financial data providers including AkShare and Tushare to deliver real-time stock market data, fundamental analysis, news monitoring, and market visualization through a FastAPI-based server with Redis caching and streaming capabilities.

Connects to Hugging Face Spaces to generate 2D pixel art sprites and 3D game assets from text prompts using specialized AI models for rapid game development prototyping.

Meta-MCP server that aggregates and manages multiple MCP servers through intelligent discovery from sources like Glama.ai and GitHub, enabling dynamic server installation, configuration, and unified tool access with automatic conflict resolution.

Integrates with GDB to provide debugging capabilities for C/C++ programs, enabling breakpoint setting, code stepping, memory examination, and call stack viewing without leaving the conversation interface.

Provides Kagi web search and content summarization using browser session tokens, with support for search operators and multi-token rotation.

Enables video manipulation through natural language commands, providing functionality for searching, retrieving metadata, cutting clips, and concatenating videos without direct interaction with FFmpeg command line tools.

Unified command-line launcher for discovering and running scientific research MCP servers from the Path Integral Institute's collection, using uvx to dynamically install and execute servers from local directories or remote Git branches with automatic dependency handling.

Provides a bridge between development environments and self-hosted Supabase instances for database introspection, migration management, and storage operations through direct RPC calls and database connections.

Local code scanner with 29 tools for security vulnerability detection, health analysis, and dead code identification without cloud uploads.

Secure sandboxed TypeScript/Python execution with Docker isolation and token-efficient wrapper generation

Provides a bridge between AI systems and PocketBase databases, enabling direct interaction with collections, records, and user authentication for applications that need to manipulate database data within conversations.

Integrates ABAP Development Tools API to enable automated code reviews, intelligent transport management, and AI-assisted ABAP development.

Provides manipulation of Xcode project files through 21 specialized tools for creating projects, managing targets and build configurations, adding/removing files and dependencies, modifying build settings, and automating common Xcode project tasks.

Provides secure filesystem access, command execution, and web preview capabilities with multi-tenant isolation, document processing, and sandboxed execution environments.

Integrates Large Language Models with JetBrains IDEs, enabling custom AI-powered tools for code generation, refactoring, and development tasks.

Provides iPhone automation capabilities through Appium and XCUITest, enabling device control, app launching, UI interaction, and screenshot capture with optimized XML filtering and JPEG compression for testing and demonstration workflows.

Provides basic mathematical and statistical functions for accurate numerical computations within AI-assisted applications.

Guides users through structured software project documentation phases with automated document generation, progress tracking, and workflow state management using OpenAPI specifications as templates.

Integrates with Taskade's API to manage projects, tasks, and workspaces with support for task assignment, date management, and folder organization, featuring an innovative OpenAPI-to-MCP code generation system for automated tool creation.

Provides access to TeslaMate database analytics for querying Tesla vehicle data including battery health, charging patterns, driving efficiency, location analytics, and software update history through 20 pre-built analytical tools plus custom SQL query capabilities with safety validation.

PHP library that provides a fluent interface for creating MCP servers with automatic schema generation, type conversion, and comprehensive error handling

Orchestrates AI coding workflows through role-based agents that transition between specialized responsibilities (orchestrator, architect, developer, reviewer, integration engineer) with comprehensive task management, dependency tracking, and execution state persistence.

Integrates with SAP ABAP systems via ADT, enabling AI models to perform ABAP development tasks like code generation and system analysis.

Bridges Language Server Protocol (LSP) servers with code intelligence features like hover information, completions, and diagnostics for accurate code suggestions across multiple programming languages.

Captures and analyzes Android device network traffic through mitmproxy integration for HTTP/HTTPS interception and mobile app debugging.

Secures remote AI servers using Azure API Management as a gateway with Microsoft Entra ID authentication, enabling enterprise-grade access control for organizations leveraging existing Azure identity services.

Provides AI trading agents with real-time technical analysis indicators and trading signals for cryptocurrency markets, enabling quantitative strategy development without implementing complex algorithms.

Integrates with Svelte documentation to enable efficient querying and retrieval of framework-specific content for development assistance.

Official JavaScript implementation that integrates with MiniMax's multimodal capabilities for image generation, video creation, text-to-speech, and voice cloning across multiple transport modes.

Provides a simplified interface for common FFmpeg media operations like video speed adjustment and audio extraction without requiring complex command-line syntax

Enables AI to execute code, manage files, run Git operations, and perform terminal commands through a robust task orchestration system with intelligent retry mechanisms and heartbeat monitoring.

Provides specialized investment research tools for analyzing SEC filings, earnings calls, financial data, stock market information, private company details, funding rounds, M&A transactions, and web scraping capabilities.

Indexes local codebases and Git repositories using tree-sitter parsing and semantic embeddings to enable hybrid search combining vector similarity with keyword matching for contextual code retrieval.

Provides a bridge to Freqtrade's REST API for monitoring market data, managing trades, configuring bot behavior, and analyzing performance metrics in cryptocurrency trading

Integrates with Overleaf LaTeX projects through Git access to read, analyze, and navigate academic papers and documents with file listing, content retrieval, document structure parsing, and multi-project support for academic writing workflows and research paper analysis.

Bridges to the JFrog Platform, enabling interaction with Artifactory repositories, builds, security scanning, and release management for streamlined DevOps workflows.

Replaces traditional tool calling with a code execution approach where assistants write TypeScript/JavaScript that makes HTTP requests to MCP servers through a local proxy, enabling natural operation chaining and complex multi-step workflows.

Persistent sidecar daemon with MCP bridge eliminating per-call fork/exec overhead for AI agents accessing filesystems, git, and source code.

Provides semantic document search and knowledge graph capabilities through the Flexible GraphRAG system, integrating multiple database backends for graph storage and vector search while supporting document ingestion, hybrid search, and knowledge extraction from PDFs and Office documents.

Integrates with Naver's OpenAPI services to provide 14 different tools for Korean-language search capabilities, including blog, news, book, image, and shopping searches.

Provides a bridge to Alibaba Cloud services for managing ECS instances, viewing resources, monitoring metrics, and configuring VPC networks through natural language commands

Manages and serves customizable prompt templates with variable substitution and tag-based organization for streamlined LLM interactions in development workflows and code reviews.

Indexes codebases using Tree-sitter parsing and vector embeddings to enable semantic code search through natural language queries and source code retrieval with real-time file watching and persistent storage.

Provides healthcare professionals and researchers with access to medical information through specialized tools for FDA drug lookups, PubMed searches, Health.gov topics, clinical trials, and ICD-10 codes.