MCP Server Directory

Provides observability and telemetry data access through session management and conversation handling, integrating with storage backends like PostgreSQL, ClickHouse, and Redis for development operations and debugging workflows.

Provides AI agents direct access to Roblox game datastores via the Open Cloud API v2 with 18 tools.

Provides Android penetration testing capabilities through LDPlayer emulator integration with ADB commands, Frida script injection, and 38 security assessment tools.

Provides background process management capabilities through PMDaemon integration, enabling execution, monitoring, and control of long-running processes with persistent logging, automatic failure detection, and detailed status information including CPU usage, memory consumption, and uptime across Linux, macOS, and Windows platforms.

Provides integration with Marlo platform services for finance and operations platform designed for maritime and shipping companies.

Provides basic arithmetic operations and matrix multiplication with 64-bit floating point precision, handling edge cases like division by zero and empty inputs for reliable mathematical computation in educational and data analysis workflows.

Queries precision oncology databases including CIViC, OpenFDA, and ClinicalTrials.gov for clinical evidence and drug data.

Provides email sending capabilities through SMTP and AWS SES integration with unified interface for notifications, reports, and automated communications.

Provides a generic bridge to any JDBC-compatible data source, enabling natural language querying of databases through table discovery, schema inspection, and SQL execution with CSV-formatted results.

Provides a secure remote execution gateway for running commands on remote systems via MCP.

Integrates with ZK Lighter protocol for automated cryptocurrency trading on BTC, ETH, SOL, and HYPE markets using technical analysis indicators, position management, and confidence-based trade execution for algorithmic trading strategies and portfolio management on decentralized exchanges.

Provides access to 114 government data APIs with 562 tools covering federal, state, and international data across economics, health, education, energy, and legislative domains.

Integrates with OpenRouter's API to provide AI consultation capabilities across multiple models with intelligent model selection, conversation history management, and enterprise-grade reliability features.

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.

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.

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.

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.

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.

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.

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.

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

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.

Provides English word definitions, synonyms, and example usage through the Free Dictionary API for writing assistance and vocabulary building applications.

Read-only MCP server for CortexPilot workflows, queue state, proof, replay, and incident summaries.

Integrates with weather data services to provide real-time conditions and forecasts through an asyncio-powered Python server with automated CI/CD workflows.

Provides a lightweight, asynchronous Python server for connecting AI models with external services through a simple, deployable foundation built on asyncio.

🍎 Build iOS Xcode workspace/project and feed back errors to llm.

Provides web access tools for fetching URL text content and extracting page links using BeautifulSoup for HTML parsing, enabling locally served LLMs to browse and process web content.

📇 🏠 - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs

📇 ☁️ 🍎 🪟 🐧 - Bridge any MCP server to the agent:// network — DNS-like identity, discovery, and trust for AI agents. Makes your tools discoverable and callable by other agents via `agent://` URIs with mTLS, trust scores, and capability search.