Lightweight tool exposing OpenAPI-described endpoints as tools via JSON-RPC over stdio, with simple spec transformation and 1Password auth support.

Use Puppeteer to browse a webpage and return a high quality Markdown. Use AI vision capabilities to handle cookies, captchas, and other interactive elements automatically.

Dictionary-driven toolkit for AutoGen Studio enabling quick discovery and seamless use of diverse AI capabilities via a unified interface.

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Open Source MCP Servers for Scientific Research

Unopinionated AI for the Shell. A lightweight AI CLI for scripts, pipelines, and automation, with a universal client for MCP, A2A, and other AI protocols. .

Open-source MCP server connecting agent-first queries to authoritative data sources with verifiable evidence chains.

A dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers on-the-fly.

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

Playwright-based browser automation enabling LLMs to navigate web pages, capture screenshots, and run JavaScript in real browser contexts. Designed for Claude and Cursor workflows, it provides a compact toolset for web tasks and observable AI-driven interactions.

Node.js-based interface to TaskWarrior enabling local task management with filters, add, and complete actions via API.

Unified data workflow enabling transcripts, scraping, URL discovery, and AI-driven extraction with robust retry and rate-limiting controls.

A collection of MCP servers

Reference architecture for agentic AI chatbots with Strands Agents and Amazon Bedrock AgentCore

Automates discovery, configuration, and coordination of multiple endpoints across local and remote environments, streamlining cross-tool workflows.

Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone tool.

Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems

Canvas LMS integration with 88 tools across student, educator, and designer workflows, FERPA-compliant data handling, role-based tool filtering, and built-in accessibility checks, enabling secure, scalable AI-assisted Canvas interactions.

A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.

Easy guide to installing Claude Code MCPs globally on your machine.

MCP prompt template server: hot-reload, thinking frameworks, quality gates

The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security.

Ableton Live MCP (Model Context Protocol) server that allows control directly through AI assistants.

Control your Mac with detailed mouse, keyboard, screen, and window management capabilities.