MCP Server Directory

Automatically converts Swagger/OpenAPI specifications into toolsets, enabling interaction with any API without additional coding through secure key management and dynamic request construction.

Provides structured access to Magic UI's component library for generating accurate code suggestions with proper installation instructions for implementing visually appealing UI elements in web applications.

Enables search across Bilibili's Chinese video platform through a lightweight FastMCP interface that retrieves video content, user information, and other searchable data with optional authentication via session cookies.

Integrates with Adobe Premiere Pro through ExtendScript and UXP plugin communication to enable natural language video editing commands for project management, media import, timeline operations, effects application, and rendering workflows.

Wraps Google's android/skills library to expose Android development guidance as searchable tools for AI coding assistants.

Provides a lightweight bridge to AWS CLI, enabling command documentation retrieval and execution with Unix pipe support using existing AWS credentials on the host machine.

Provides intelligent search capabilities across Claude Code conversation history with specialized tools for conversation search, file context discovery, error solution patterns, and session management through JSONL log parsing and AI-enhanced query expansion.

Provides access to OpenNutrition's 300,000+ food database with tools for searching foods by name, browsing paginated lists, retrieving detailed nutritional information by ID, and looking up products via EAN-13 barcodes for recipe analysis and dietary planning.

Voice notifications and device control for Xiaomi AI speakers via webhook and MCP interfaces.

Secure, self-hostable sandbox for running Python, TypeScript, and Bash code in isolated Docker containers with automatic resource management for local command execution.

Structural codebase indexing with surgical query tools that reduce token consumption by answering code navigation, dependency, and impact analysis queries with minimal response sizes.

Bridges OpenAI's Codex CLI with structured command execution, brainstorming sessions, and chunked response delivery for code analysis, automated refactoring, and development workflow automation.

Integrates with JMAP-compliant email servers to provide comprehensive email management including search, retrieval, mailbox operations, message actions, and composition with reply functionality.

Integrates with Wazuh security platform to provide real-time security alerts and event data from Elasticsearch indices for security operations and threat analysis workflows.

Provides persistent intelligence infrastructure for codebase analysis through hybrid Rust-TypeScript architecture that combines Tree-sitter AST parsing with semantic concept extraction, developer pattern recognition, and SQLite-based persistence to build contextual understanding of codebases over time, learning from developer behavior and architectural decisions.

Generates intelligent repository maps and code navigation by analyzing source code definitions, references, and relationships using Tree-sitter parsing and PageRank algorithms to prioritize important files and elements within token-aware overviews.

Provides persistent memory storage with semantic search capabilities through PostgreSQL and pgvector, enabling long-term context retention across sessions with vector-based storage, relationship tracking, and asynchronous metadata processing.

Rust-based code exploration server that enables reading, writing, and understanding codebases through autonomous navigation, file summarization, and multi-provider LLM support.

Extracts structured data from web pages based on natural language descriptions, converting website content into JSON format without custom scraping code.

Integrates with Raindrop.io bookmarking service to provide direct access for managing collections, bookmarks, tags, highlights, and user data without leaving your conversation context.

Provides intelligent summarization capabilities for various types of content.

Integrates with Bocha, a Chinese search engine, to provide web search capabilities with rich structured data from billions of documents across multiple domains and languages.

Execute code in isolated cloud containers

Provides a bridge to the Scrapeless API for performing Google searches with customizable parameters including query text, country code, and language preferences.

Provides structured access to CloudWatch Logs data for searching, analyzing, and correlating logs across AWS services to help with troubleshooting and pattern identification.

Enables security professionals to analyze Active Directory and Azure AD environments through natural language queries by connecting to BloodHound's Neo4j database for identifying attack paths and vulnerabilities.

Connect with the CrowdStrike Falcon platform for intelligent security analysis, providing programmatic access to detections, incidents, behaviors, threat intelligence, hosts, vulnerabilities, and identity protection capabilities.

Fetches web content and YouTube video transcripts, converting HTML to Markdown and extracting timestamps for reference in conversations.

Generates code scaffolding for modern web applications using template-based boilerplate creation and feature addition with variable substitution, conditional file inclusion, and schema validation for rapid prototyping and consistent development patterns.

Provides a secure Docker-based sandbox for executing JavaScript code with npm dependencies, offering both persistent and ephemeral containers with strict resource limits for safe code testing and demonstration.

Integrates with TikTok through TikNeuron's API to retrieve video subtitles, content details, and engagement metrics for analyzing virality factors and enabling conversational interactions with TikTok videos.

Provides direct PostgreSQL database access with query execution, schema introspection, and performance monitoring through specialized extensions like pg_stat_statements for conversational database administration and troubleshooting.

Analyzes Unreal Engine codebases, enabling deep insights into class hierarchies, subsystems, and game patterns.

Unified gateway for managing multiple LLM providers with automatic model selection, semantic caching, and cost optimization features for reliable production deployments

Zero-config AI context generation and code quality toolkit

Transforms natural language descriptions into parametric 3D models through a pipeline of image generation, object segmentation, 3D modeling, and OpenSCAD code conversion for customizable 3D printing.

Search, retrieve, and analyze scientific literature from PubMed with capabilities for identifying research trends and generating statistical reports.

Integrates with Postman's API management platform to enable automated API testing, documentation, and workflow management for developers and QA engineers.

Extracts content from diverse media sources including URLs, documents, videos, audio files, and images using intelligent auto-detection and multiple extraction engines for unified content processing and analysis.

Streamlines ESP-IDF project building with automatic environment setup and error handling for ESP32 microcontroller development.

Provides a flexible, template-based prompt system for Claude models that enables standardized interactions, complex reasoning workflows, and multi-step prompt chains through a TypeScript/Node.js server with comprehensive API support.

Code Mode MCP Gateway that collapses N servers x M tools into 2 tools through sandboxed V8 JavaScript execution for cross-server orchestration.

Bridges to the CodeQL static analysis engine for identifying security vulnerabilities and quality issues in codebases through structured query evaluation and result interpretation.

Deep code intelligence with tree-sitter parsing, call graphs, and security vulnerability scanning

Provides a bridge between AI and Portainer container management platform, enabling environment monitoring, access control management, and stack deployment through Docker and Kubernetes API proxying

Provides robust SQL Server database access with T-SQL validation, connection management, and cross-platform Docker support for executing queries, discovering schemas, and exploring table structures.