acumenix

activepieces

Workflow automation with 280+ MCP servers (MCP tools) • AI automation & workflow automation platform + hundreds of MCP servers for AI • [n8n alternative - MIT-licensed n8n]

ai-migrate

LLM-powered code migrations at scale

awesome-LLM-resourses

🧑‍🚀 全世界最好的LLM资料总结（数据处理、模型训练、模型部署、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.

aws-mcp

AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow

briefer

Dashboards and notebooks in a single place. Create powerful and flexible dashboards using code, or build beautiful Notion-like notebooks and share them with your team.

browsermcp

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

dockerfmt

Dockerfile format and parser. a modern dockfmt.

dragonfly

A modern replacement for Redis and Memcached

fetcher-mcp

MCP server for fetch web page content using Playwright headless browser.

github-mcp-server

GitHub's official MCP Server

gmail-mcp

MCP Implementation for Gmail Services

goose

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

hubspot-mcp

MCP Implementation for HubSpot

llm-guard

The Security Toolkit for LLM Interactions

mcp-omnisearch

🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.

mcp-sequentialthinking-tools

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

mcp-server-atlassian-bitbucket

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.

mcp-server-atlassian-confluence

Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.

mcp-server-atlassian-jira

Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracking workflows.

mcp-server-aws-sso

Node.js/TypeScript MCP server for AWS Single Sign-On (SSO). Enables AI systems (LLMs) with tools to initiate SSO login (device auth flow), list accounts/roles, and securely execute AWS CLI commands using temporary credentials. Streamlines AI interaction with AWS resources.

mcp-tool-kit

Agentic abstraction layer for building high precision vertical AI agents written in python. Middleware for Model Context Protocol.

modelscan

Protection against Model Serialization Attacks

multi-ai-advisor-mcp

council of models for decision

oxylabs-mcp

protectai-aws-toolkit

This repository provides end-to-end security tooling for AI models running on Amazon Bedrock, leveraging Recon (AI Red Teaming) and Guardian (Model Scanning) from Protect AI.

retina

eBPF distributed networking observability tool for Kubernetes

servers

Model Context Protocol Servers

steel-browser

🔥 Open Source Browser API for AI Agents & Apps. Steel Browser is a batteries-included browser instance that lets you automate the web without worrying about infrastructure.

TinyZero

Clean, minimal, accessible reproduction of DeepSeek R1-Zero

Upsonic

The most reliable AI agent framework that supports MCP.