Find the best MCP servers to give your AI agents external tools.
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Find the best MCP servers to give your AI agents external tools.
12916 MCP servers
Provides tools to manage GitHub Projects V2 via MCP, including listing, viewing fields, items, and performing create, update, and delete operations.
MCP server for AI image generation and editing using Google's Gemini Flash models. Create images from text prompts with intelligent filename generation and strict text exclusion. Supports text-to-image generation with future expansion to image editing capabilities.
Provides MCP access to your browser's open tabs content for reading, listing, and opening tabs.
Provides live Playwright browser context to MCP clients for reliable AI-assisted test generation.
Generates Mermaid diagrams from text or GitHub repos, with optional AI features via OpenRouter.
Provides access to Jina AI web services via Claude including read, search, and fact-check tools.
A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.
MCP server for interacting with SingleStore Management API and services
Provides QA dataset generation and evaluation for RAG systems using local or cloud-backed LLMs.
Provides production-grade constitutional governance for AI outputs using physics-grounded floors and auditable, pre-execution validation.
Provides a local MCP server that enables interactive AI sessions with file and image attachments and tag-based outputs.
Provides a self-evolving memory system for coding agents with a growing knowledge graph and advanced search capabilities.
Provides MCP access to the Umbraco Management API for AI-assisted back office tasks.
Provides a local-first code indexer with multi-language support and optional semantic search for fast code intelligence.
Provides OCR capabilities via MCP with Tesseract support; accepts image files, URLs, or raw bytes.
Provides a Laravel-based MCP server with tools, resources, prompts, progress tracking, and logging for AI model interactions.
MCP for https://votars.ai
Provides a local MCP server to search RimWorld code and XMLDefs with mixed lexical, semantic, and graph-based navigation.
Provides an HTTP MCP data endpoint on port 8080 and a WebSocket push update channel on port 8765 for real-time data delivery.
A Model Context Protocol (MCP) server for creating and managing Framer plugins with web3 capabilities
Give your AI assistant its own AI assistants.