MCP Server Directory

Provides real-time stock market data and company information for financial analysis, investment research, and market monitoring applications

Bridges natural language instructions to Appium mobile automation for controlling Android devices through automated testing workflows with device auto-detection, UI element parsing, and multi-step test scenario execution.

Connects to Figma documents through a local plugin bridge, bypassing API rate limits to provide real-time access to design data, node properties, selections, and image exports for development workflows.

Deterministic video editing SDK for AI agents with trimming, concatenation, overlays, and scene detection.

Provides hybrid vector and BM25 memory management with 14 tools for semantic search, ingestion, recall, update, and forget using LanceDB as the backend.

Provides a bridge to systemd-coredump functionality for accessing, managing, and analyzing system core dumps in Linux environments, including listing available coredumps, retrieving information, extracting dumps, and generating stack traces using GDB.

Integrates with IP-API.com to provide IP geolocation services, enabling location-based insights without API keys or complex integrations.

Integrates with the Amadeus API to provide real-time flight search, airport information lookup, flight status tracking, and airline details retrieval with support for multi-class travel options, round-trip bookings, and passenger management for up to 9 travelers.

Integrates with Templated.io's API for generating images, videos, and PDFs from templates with customizable parameters, template management, and render operations supporting multiple output formats.

Provides a bridge to Terrakube infrastructure for managing workspaces, variables, modules, and organization resources through natural language interaction

Terminal-based task management system that enables creating, updating, and organizing tasks by priority and status while developing structured project plans with ordered steps.

Integrates with GitHub repositories and OpenRouter to provide deep codebase analysis, dependency mapping, code refactoring, component extraction, and template generation for modernizing legacy code and architectural analysis.

Local-first proxy server that aggregates multiple upstream MCP servers and provides per-client exposure control through configurable profiles.

Provides Unix command documentation, including help pages, man pages, and usage information, enabling retrieval and exploration of system commands within conversations.

Provides a bridge between Marketo's REST API and form management operations, enabling marketing teams to retrieve, approve, and clone forms without writing API code or switching context.

Provides a RESTful API for remote execution of Python code snippets.

Provides access to a rich collection of creative content datasets for games, storytelling, and applications, enabling quick retrieval of character concepts, equipment descriptions, and RPG elements through a clean TypeScript API.

Integrates with MySSL API to provide domain and IP security checking capabilities for verifying secure HTTPS deployments and monitoring SSL/TLS configurations.

Integrates with the tscircuit electronics component registry to enable search, analysis, and code retrieval for electronic components and circuit packages with category filtering, detailed specifications, and electrical parameter extraction.

Provides secure web content fetching with sandboxed access to webpages, link extraction, file downloads, metadata retrieval, and URL status checking without JavaScript execution.

Automates codebase analysis and documentation generation for local directories or GitHub repositories, extracting project structure, dependencies, and API endpoints while generating documentation in multiple formats including Markdown, HTML, and RST.

Decompiles Space Engineers game assemblies and indexes C# source code for AI-assisted mod and plugin development

Wraps the AXLE (Axiom Lean Engine) CLI for Lean 4 proof checking, repair, simplification, counterexample finding, and code transformation.

Provides visual question-answering capabilities through a mixture-of-experts approach that combines multiple vision models to handle visual grounding, compositional image analysis, and knowledge-dependent visual reasoning tasks by generating and executing Python code.

Enables search for Spryker packages and code across GitHub repositories, allowing developers to quickly locate packages by name/description or find specific code examples within the Spryker ecosystem.

Integrates with Waldur's cloud management platform API to enable natural language-driven provisioning, monitoring, and billing of multi-provider cloud resources.

Provides quick access to Evan You's v-rapper video from VueConf 2025 through a single tool that returns the Bilibili video URL when queried about the rap performance.

Monitors Azure Kubernetes Service pod logs for errors, detects incidents using LLM analysis, and automatically creates routed Jira tickets.

Bridges AI coding assistants with AutoHotkey v2 for syntax validation, execution, and live debugging.

Integrates with Tavus API to enable video generation from text or audio, replica creation and training, conversational video interfaces, lipsync capabilities, and speech synthesis for creating interactive video content and virtual assistants.

Exposes Ruby gem and YARD documentation through 11 specialized tools for exploring classes, methods, and inheritance hierarchies with fuzzy search, source code retrieval, and automatic documentation building for Ruby development workflows.

Analyzes CSS code to identify layout issues, specificity conflicts, and browser compatibility problems, then generates corrected CSS with preserved formatting.

Provides cross-platform clipboard access through native OS commands, enabling reading and writing clipboard content with automatic OS detection and fallback support across macOS, Windows, and Linux systems.

Wraps Factory.ai's Droid CLI for AI-assisted coding tasks with configurable autonomy levels and safety controls.

Integrates with the atPlatform decentralized ecosystem to provide atSign data operations including atKey listing with filtering and value retrieval, plus comprehensive atPlatform documentation for building decentralized identity applications.

Transforms OpenAPI specifications into dynamic tools for interacting with external services, handling authentication, validation, and request routing without custom code.

Makes coding standards queryable as a live data store, returning only task-relevant rules in token-efficient responses instead of loading full documentation.

Provides multi-provider image generation and transformation capabilities across Google Gemini, ZhipuAI, and Alibaba Bailian with automatic prompt translation and optimization for each provider's preferred language, supporting URL-based editing with mask support and flexible input methods including base64 encoding, file paths, and public URLs.

Integrates with Avid MediaCentral CTMS to provide direct access to content and traffic management systems, enabling asset browsing, project management, and media cataloging across PAM and MAM workflows with OAuth authentication and service discovery.

Integrates with DevBrain's curated developer knowledge base to search coding articles, tutorials, and technical content with tag-based filtering and full article retrieval for contextual programming guidance and research workflows.

Provides real-time stock market data through the Alpha Vantage API, delivering daily prices, volume, and metrics for any stock symbol with proper currency formatting and rate-limit awareness.

Simulates and controls Unitree robots through MuJoCo physics for LLM-driven robot development.

Agentic schedule planner and conference guide for KubeCon + CloudNativeCon Europe 2026 with live session data, party optimizer, and travel logistics.

Integrates with Bucketeer's open-source feature flag platform to provide complete CRUD operations for managing feature flags, including listing with filtering, creating with targeting rules, updating with audit trails, and archiving flags across multiple environments.

Transforms The Build Podcast into a searchable knowledge base using hybrid vector and full-text search, providing semantic search across business ideas, frameworks, products, and expert insights from podcast episodes with speaker-specific filtering and analytics resources.