MCP Server Directory

Provides comprehensive access to Federal Reserve Economic Data (FRED) API endpoints for searching, retrieving, and analyzing economic indicators including series, categories, releases, sources, tags, and geographic data.

Tracks AWS resource ownership and creation history by searching CloudTrail logs to identify who created EC2 instances, RDS databases, and S3 buckets with timestamps, creation methods, and source IP addresses.

Provides a bridge to the Acurast decentralized computing platform for deploying scripts and monitoring processor performance metrics across distributed computing tasks.

Exposes the full Gate.io API v4 for spot, futures, options, margin, wallet, and account operations.

Injection molding simulation expertise with material properties, process validation, and DFM checks.

Work planner and issue tracker for AI agents with CLI and hierarchical task management.

Connects to TradingView Desktop via Chrome DevTools Protocol for automated watchlist scanning and trading bias analysis.

Scrapes GasBuddy.com to find real-time gas prices for US cities and zip codes.

Fetches Azure Java SDK documentation and code examples from Maven Central repositories, automatically retrieving the latest version metadata and README files for any Azure SDK package to provide quick access to usage examples and API documentation.

Provides text-to-speech capabilities using the Kokoro TTS model, enabling natural-sounding voice output with customizable playback speed and voice selection through robust error handling and temporary file management.

Browser automation server built with Playwright that provides web interaction capabilities for navigation, content extraction, form filling, screenshot capture, and JavaScript execution with configurable timeouts and viewport settings.

Integrates with Search1API to enable web searches, website crawling, and content extraction with configurable parameters, featuring specialized tools for image search and integration with Coze AI for generating structured research plans.

Reads Claude Code skills and rules from the filesystem and exposes them as queryable MCP tools.

Provides access to Harvard Art Museums' collection of over 224,000 artworks and artist records through five core tools for searching objects, retrieving detailed artwork information, discovering artists, and exploring random pieces with optional filters for classification or culture.

Integrates with Apache Airflow, GitLab, Kafka, PostgreSQL, S3, and SMB file systems to enable conversational ETL pipeline creation, data source connectivity testing, schema extraction, and automatic generation of production-ready Airflow DAGs with pre-built Spark application templates for database-to-datalake, file-to-datalake, and API-to-datalake workflows.

Integrates with QTI services and LLMs to generate personalized educational content tailored to students' knowledge levels and interests, streamlining the creation of adaptive learning materials.

Provides shipment tracking and returns management through the official AfterShip MCP server.

Provides a tool for executing local CLI commands asynchronously using FastMCP and asyncio, handling command arguments securely and offering error handling for failed commands.

Local AI agent infrastructure with FAISS-based vector memory, document ingestion, workflow templates, and integrations with Gmail, Google Calendar, Eraser.io, and Jina.

Integrates with the National Weather Service API to retrieve active weather alerts by US state with proper error handling and timeout management for weather monitoring and emergency preparedness applications.

Integrates with local Ethereum nodes to simplify ENS DAO operations like domain management and governance participation.

Autonomous wake/sleep cycle management and cross-agent federation with scheduled messaging and async task coordination

Scan codebases for LLM and AI SDK usage, exposed API tokens, and hardcoded secrets.

Provides secure Python code execution in containerized sandboxes with automatic matplotlib figure persistence and comprehensive data science libraries for interactive analysis and machine learning experimentation.

Provides real-time system information about the host computer, including CPU, memory, operating system, disk, battery, and process details for monitoring resources and troubleshooting performance issues.

Dual MCP services for curated WeChat article digest delivery and Bluesky social publishing.

Provides secure SQLite database interaction with schema inspection and query execution capabilities for data analysis, content management, and application development workflows.

Provides real-time control and automation of Ableton Live through a dual-component architecture consisting of a Python Remote Script and external server that communicate via socket connections, enabling session management, MIDI clip operations, and browser integration for loading instruments and effects.

A 4-stage reading companion that guides users through structured interviews to discover preferences, generates curated book recommendations with thoughtful sequencing, and maintains detailed progress tracking with reflective logging stored locally in markdown format.

Monorepo of 15 MCP servers for AI image, video, music, and search generation APIs from AceDataCloud.

Integrates with the Adamik API to enable blockchain operations and custom AI functionalities via Starknet, supporting secure API key management and efficient request handling.

Monitors development environment health across Java, JavaScript, Python, C#, and Docker ecosystems by comparing source timestamps against build artifacts, checking dependency states, and providing automated reconciliation suggestions.

Automates Java EE to Jakarta EE migrations with dependency analysis, namespace refactoring from javax.* to jakarta.* packages, and runtime compatibility verification using OpenRewrite recipes.

Integrates with macOS Shortcuts to execute existing automation workflows and create custom text-based prompt shortcuts for streamlined task automation and AI interaction patterns.

Organizes AI functionality into specialized agents (OpenAI, Ollama, and File agents) through a centralized tool registry, enabling hybrid workflows that combine cloud and local AI capabilities with file operations.

Privacy-aware Gmail integration that syncs to PostgreSQL with PII sanitization, semantic search, and configurable redaction levels.

Bridges browser automation through PinchTab's accessibility-tree snapshots and element references for web navigation, form filling, clicking, scrolling, and screenshot capture.

Communication service connectors framework with multi-account Telegram support, tiered permission levels, per-account URL routing, and chat whitelisting for secure bot interactions.

Semantic knowledge engine for Obsidian with auto-classification and DAG hierarchy

Integrates with Klaviyo's marketing automation platform to manage campaigns, flows, profiles, events, catalogs, and reporting data with OAuth authentication and configurable security options.

Non-custodial Solana swap & limit order engine for AI agents.

Connect to isolated cloud sandboxes - purpose-built to execute AI-generated code and handle files securely.

AI agent access to website analytics, session replay, and anomaly detection.

Integrates with ifconfig.me to fetch and provide public IP address information for network diagnostics and geolocation services.

Enables your AI coding assistant to automatically check and improve your code against your organization’s requirements.