Discover Awesome MCP Servers

codelens-mcp

A deterministic structural code map server for AI agents, giving them the shape of a codebase (imports, exports, classes, functions, signatures, comments, TODO-markers) without reading whole files into context. Powered by tree-sitter WASM grammars, it runs anywhere Node 18+ works.

Stoa

Persistent shared memory for AI coding agents that turns a folder of markdown files into searchable memory across sessions, repos, and machines.

wordly

An MCP App that provides an interactive UI for visualizing multiple rewritten variations of text, enabling grammar checking, style adjustments, and text improvements with real-time comparison.

code-copy-mcp

MCP server for copying and pasting code between files with security controls and validation.

Capture Win MCP

Enables AI assistants to interact with macOS windows through yabai, providing window listing organized by Spaces and screenshot capture capabilities.

EVE-NG MCP Server

An MCP server that gives Claude and other LLM agents programmatic access to EVE-NG network labs, enabling creation, configuration, and management of virtual network topologies through natural language.

Fables MCP Server

An MCP server that provides AI agents with tools to build, deploy, and manage Flutter applications, including APK/AAB generation, keystore management, and CI/CD integration.

CSE Market MCP Server

Enables querying real-time and historical Colombo Stock Exchange data, including prices, sectors, top movers, and technical indicators like RSI and MACD, for AI-assisted market analysis.

creator-analysis-mcp

Remote MCP server that provides Creator Recommendation API tools (creator_research, creator_tagged_media, etc.) with secure authentication, rate limiting, and OAuth support for Claude clients.

SkySQL MCP Server

Repositório do servidor e cliente MCP do SkySQL.

shiryan-mcp-server

Enables AI agents to access SHIRYAN's change detection, geofencing, and alert synthesis for monitoring pipeline and critical infrastructure corridors in Saudi Arabia via MCP stdio tools.

OriginForge NFT Generator

Enables fetching, viewing, and saving NFT data from the Origin Forge API, including retrieving random NFTs, accessing their attributes, color palettes, images, and saving SVG/JSON files locally.

ClickUp MCP Server

Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providing 72 tools across 12 categories for comprehensive task management, time tracking, project planning, and workspace operations without managing API keys.

VisualAI MCP Server

Enables local AI image generation on Apple Silicon Macs using MLX and Stable Diffusion. Supports conversational design iteration, asset generation, and wireframe creation with zero API costs through the Model Context Protocol.

Last Rock MCP

Infrastructure orchestration server for deploying and managing MCP servers on Fly.io and Cloudflare Workers with state tracking, distributed locking, health checks, and automatic rollback capabilities.

Hanzo MCP

Enables access to Hanzo APIs and Platform capabilities via MCP, along with development tools for managing and improving projects.

sru-mcp

An MCP server that searches library catalogs worldwide using the SRU protocol, enabling bibliographic search without API keys.

Oracle DB MCP Server

Enables AI tools to interact with Oracle databases through query execution, schema browsing, stored procedure calls, and transaction management. Supports multiple database connections with safety features like read-only mode and dangerous query detection.

BigBrain MCP Server

Enables AI agents to overcome context loops by extracting and packaging code for external AI consultation or automated multi-agent collaboration, with optional ChatGPT Desktop integration.

HAOps MCP Server

Enables Claude to interact with the HAOps project management system for managing projects, modules, features, and issues.

MCP Google Workspace Server

Exposes Gmail (send/draft) and Google Docs (append) capabilities as tools for any MCP-compliant agent.

Doppler MCP Server

Enables secure secrets management through the Doppler CLI via natural language interactions. Supports managing secrets, projects, configs, and environments across different Doppler workspaces.

Depfender MCP Server

Enables users to scan software packages for data exfiltration and security threats directly within their IDE across npm, PyPI, Cargo, and Maven ecosystems. This tool helps ensure the safety of project dependencies by identifying potential risks before they are integrated.

GitLab MCP Server

Enables AI agents to interact with GitLab via a restricted set of 9 tools using OAuth 2.0 authentication, supporting merge requests, comments, pipelines, and labels.

bhs-mcp

An MCP server for Blackhearts & Sparrows product data that enables searching products, retrieving details, listing stores, and managing carts via a sandboxed TypeScript execution environment.

date-today-mcp

Provides the current date in multiple formats (e.g., European, ISO, US) via a simple MCP tool.

OpenAI Image Generation MCP Server

Enables image generation using OpenAI's DALL-E and GPT-Image models directly through the Model Context Protocol. It allows users to create and save images with fine-grained control over parameters like size, quality, and background transparency.

dad-jokes-mcp

Enables fetching and managing dad jokes with tools for random jokes, multiple jokes, categories, and persistent storage.

CCCMemory MCP

Provides Claude with long-term memory by indexing conversation history, enabling semantic search, decision tracking, and cross-project search.

icon-search-mcp

A Model Context Protocol server that enables unified fuzzy searching across multiple icon libraries (Bootstrap, Feather, Octicons, Tabler) with intelligent caching and comprehensive filtering options.