Discover Awesome MCP Servers

mcp-tfl-journey

Provides real-time Transport for London journey data, including routes, alerts, and disruptions, allowing AI assistants to search journeys and get station information.

SolidWorks API MCP Server

Enables search and lookup of SolidWorks API documentation, including methods, interfaces, enums, and examples, via natural language queries.

gemini-vision-mcp-safe

A privacy-conscious MCP server that enables image analysis via Google Gemini with safety features like two-step confirmation and SSRF defenses.

SimpleTgChatMcp

Enables Claude to send messages, media, and manage Telegram chat messages through a Telegram bot, including sending photos, documents, and editing or deleting messages.

ClickUp MCP

High-performance MCP server for integrating ClickUp with AI applications, featuring consolidated tools for task management, document operations, and bulk actions with intelligent caching and response optimization.

TaskFlow AI

TaskFlow AI is a premium MCP Server designed for AI editors, offering 40+ built-in tools covering file system, HTTP requests, databases, Git operations, and more.

nano-pdf-mcp

Memory-efficient MCP server for reading and splitting large PDF files page by page using PyMuPDF.

nist-mcp

Provides structured access to the full NIST cybersecurity catalog, including SP 800/1800 publications, security controls, CSF 2.0, and the NVD database. It enables AI assistants to search and retrieve cybersecurity standards, CVEs, and compliance guidance directly from a local SQLite index.

DarkMatter MCP Server

Universal MCP server that emits Context Passport records for AI agent decisions and actions. Drop into any MCP-compatible client to give your agent a commit/verify/replay/export toolset for verifiable, tamper-evident records.

memkin

Local-first personal memory for AI agents. Captures your Feishu chats, emails, meetings, and AI coding sessions into a private memory graph, and serves it to any agent over MCP.

codegraph-mcp

An MCP server that indexes TypeScript/JavaScript codebases into precise call and import graphs using the TypeScript compiler API, allowing Claude or any MCP client to query definitions, callers, callees, and perform impact analysis.

AIOrc MCP Server

Enables MCP-compatible LLM clients to execute server-verified agent workflows, with enforced transitions, invocation caps, and signed audit trails.

reader3000-mcp

Enables sharing Markdown documents for collaborative review with inline annotations and structured change requests.

polyscreen-mcp

An Android-first MCP server for automating real devices, including multi-display handhelds and emulators, with structured tools for device inspection, input, app lifecycle, and diagnostics via ADB.

Research Connector Hub

MCP server that turns operator-authorized local or synthetic source records into auditable research briefs, with every finding linked to exact excerpts and hashes. Exposes a single build_research_brief tool over deterministic, no-network stdio.

agent-mcp

Enables collaborative software development through a team of specialized AI agents (Architect, Developer, Reviewer, Tester) communicating via the Model Context Protocol, with tools for file management, task tracking, and code review.

MobSF MCP Server

A Node.js-based Model Context Protocol implementation that provides a standardized interface for integrating Mobile Security Framework's security analysis capabilities into automated workflows and third-party tools.

my-mcp-server

A simple Node.js MCP server that exposes three tools: greet for personalized messages, calculate for basic math operations, and weather_info for mock weather data retrieval.

Cisco RADKit MCP Server

Enables interaction with Cisco network devices through the RADKit SDK, allowing users to discover device inventory, fetch device attributes, and execute CLI commands via natural language.

ctxshot-mcp

A lightweight MCP server that provides project briefing tools (session_brief, pack_context) for AI agents to quickly understand project structure with low token cost, replacing manual context pasting.

mcp-factcheck

Validates code or content against official MCP specifications to ensure technical accuracy and prevent misinformation.

Microsoft Paint MCP Server

MCP server that automates Microsoft Paint on Windows, offering tools to draw freehand strokes, polylines, and logarithmic spirals through Win32 API calls.

Gemini 3 Online MCP Server

Provides read-only access to Gemini 3 Online's knowledge surface (models, pricing, links, FAQ) for MCP-compatible AI clients, requiring no API keys.

MCP Server - Test Migration (WDIO to Playwright)

Enables migration of test automation projects from WebDriverIO to Playwright using AST-based transformations. Provides tools for analyzing tests, converting syntax, refactoring to Page Object Model, and generating migration reports.

Grasshopper MCP

Enables AI-powered computational design in Rhino/Grasshopper with ML-based automatic layout optimization, component clustering, performance prediction, and real-time code execution in running Rhino instances.

testgen-eval

Wraps testgen's test-suite generation as an MCP tool, enabling AI assistants to generate test suites from requirements via a local HTTP endpoint.

MCP Browser Use

AI 에이전트가 자연어 지시와 Selenium을 사용하여 최소한의 감독으로 웹 브라우징, 자동화 및 스크래핑 작업을 수행할 수 있도록 지원합니다.

local-agent-context

A local MCP server that gives AI coding agents persistent memory and context across sessions.

upwork-mcp

An MCP server for automating Upwork workflows including job search, proposal submission, client communication, and contract management. It provides tools for client vetting, template-based proposals, and session safety with audit logging.

cubesugar-music

A NAS music library downloader shell that aggregates multiple sources, writes ID3 tags, and exposes MCP tools for AI agents to search, download, and manage music.