Modular, autonomous social-media automation system with dynamic agent routing and cross-platform orchestration.

Cloud-native orchestrator enabling durable AI agents with tool calls, delegation, and human-in-the-loop workflows on Kubernetes.

backlog mcp server

Codacy API-backed toolchain enabling repository analytics, quality metrics, security insights, and coverage data across projects.

A comprehensive Model Context Protocol server for Electronic Design Automation tools, enabling AI assistants to synthesize Verilog with Yosys, simulate designs with Icarus Verilog, run complete ASIC flows with OpenLane, and view results with GTKWave and KLayout.

A Model Context Protocol server for IDA

Protocol-agnostic tool registry unifying registration, transport, and function calling with synchronous and asynchronous execution.

Bridges IoT devices with AI via MCP and MQTT, enabling natural-language control and dynamic parameter tuning.

基于DrissionPage和FastMCP的浏览器自动化MCP服务器，提供丰富的浏览器操作API供AI调用

A unified proxy aggregating multiple data sources, centralizing tool discovery, RAG-based document exchange, persistent memory, and an integrated testing playground.

Android-focused automation toolkit enabling automated UI testing, test authoring, and multi-device workflow management.

Safe Justfile-driven command execution for LLMs, enabling discovery, execution, and introspection of recipes with structured outputs.

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.