Explore MCP Servers

Vision

Official

Image Analysis - Supports intelligent analysis and content understanding of multiple image formats, giving your AI Agent visual capabilities. Video Understanding - Supports visual understanding of both local and remote videos. Easy Integration - One-click installation, quick integration with Claude Code and other MCP-compatible clients.

Automatically converts any GraphQL API into individual tools through schema introspection and intelligent caching, enabling seamless integration with GraphQL-based services like GitHub or Shopify APIs without manual tool definition.

Provides content management capabilities for markdown files with fuzzy and exact search through Fuse.js, frontmatter parsing, HTML rendering, and ten core tools including note searching, tag filtering, date range queries, table of contents generation, and directory statistics for building documentation systems and knowledge base applications.

Ingests OpenAPI/Swagger specifications and Postman collections to automatically generate executable test cases in TypeScript/Playwright, JavaScript/Jest, and Python/pytest with concurrent execution, load testing, and HTML reporting.

MCP Fortress

Official Remote

Security scanner detecting vulnerabilities, prompt injection, and tool poisoning

Provides secure database operations for libSQL/SQLite databases

ZBD Payments

Official

Integrates with ZBD Payments API to enable Bitcoin and Lightning Network transactions including sending/receiving payments, wallet operations, voucher management, and OAuth2 authentication flows

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UNHCR Refugee Statistics

Remote

Access UNHCR data on forcibly displaced persons, including population statistics and refugee status determinations

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Behavioral Prediction

Remote

Provides AI-powered tools to analyze wallet behavior prediction, fraud detection and rug pull prediction.

Google Maps

Official Remote

Integrates Google Maps Platform APIs with 3D visualization to provide place searching, route computation, elevation data retrieval, and weather lookup for trip planning and geographic data exploration.

Fetches and extracts data from HTTP endpoints using JSONPath patterns with support for batch processing, custom headers, proxy configuration, and concurrent operations for efficient web API data retrieval.

Provides access to JavaScript ecosystem data, trends, and library statistics from JSer.info for developers tracking the JavaScript landscape

Command-line interface for interacting with Perplexity and OpenRouter APIs, supporting both simple queries and complex file attachments with easy provider switching through a containerized Docker implementation.

MCP Macaco Playwright

Official

Enables comprehensive browser automation and web interaction through Playwright with 50+ specialized functions for navigation, form filling, data extraction, and Chrome DevTools Protocol support. Designed specifically for AI agents to perform complex web workflows including scraping, testing, and automated browsing tasks.

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Kolada

Remote

Access Swedish municipality statistics and KPIs for all 290 municipalities and 21 regions

BioContextAI Knowledgebase MCP

Official

An MCP server that provides standardized access to biomedical knowledge bases and resources, enabling AI systems to retrieve verified information from sources like bioRxiv, EuropePMC, and various protein/gene databases.

Integrates with HireBase Job API to enable job searching with extensive filtering options and detailed job information retrieval for career exploration and job seeking

Integrates with Olostep's web scraping API to extract webpage content in markdown format, discover website URLs through search queries, and retrieve structured Google search results with country-specific routing and JavaScript rendering support.

Ambivo

Official

Integrates with Ambivo's CRM API to enable natural language querying of leads, contacts, opportunities, and other business objects with secure JWT authentication and multi-tenant support.

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Meminal

Official Remote

Memory for deep conversational context across any platform

Converts URLs to Markdown, scrapes web content, extracts links, and generates summaries of web pages for efficient content analysis and data extraction.