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lad_mcp_server📁main@2026-04-20🌱 Seedling21

Lad MCP Server: Autonomous code & system design review for AI coding agents (Claude Code, Cursor, Codex, etc.). Features multi-model consensus via OpenRouter and context-aware reviews via Serena.

runtm📁0.0.0🌿 Growing86

Open-source sandboxes where coding agents build and deploy. Spin up isolated environments where Claude Code, Cursor, and other agents code and deploy software.

fast-mcp-telegram📁0.16.4🌱 Seedling35

Telegram MCP Server and HTTP-MTProto bridge | Multi-user, web setup, Docker and MTProto-Proxy ready

galdr📁v1.2.1🌱 Seedling14

AI-powered development framework with task management, 41 agents, 83 skills, and MCP tools for Cursor, Claude Code, Gemini, Codex & OpenCode. File-based memory that survives across sessions.

PraisonAI📁v4.6.25🌳 Mature6,900

PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R

opik📁2.0.6🌳 Mature18,767

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

mcp-memory-service📁v10.39.1🌳 Mature1,643

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi

jcodemunch-mcp📁v1.70.0🌳 Mature1,523

The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing

litellm📁v1.83.7-stable🌳 Mature42,951

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropi

PocketFlow📁v0.0.0🏛️ Flagship10,385

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

seo-geo-claude-skills📁v9.0.1🌿 Growing923

20 SEO & GEO skills for Claude Code, Cursor, Codex, and 35+ AI agents. Keyword research, content writing, technical audits, rank tracking. CORE-EEAT + CITE frameworks.

meta-ads-mcp📁1.0.86🌿 Growing762

MCP server to manage Facebook and Instagram Ads (Meta Ads)

pydantic-deepagents📁0.3.15🌿 Growing648

Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with planning, filesystem operations, subagent delegation, skills, and

MODULAR-RAG-MCP-SERVER📁0.0.0🌳 Mature783

A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.

Dragon-Brain📁v1.1.0🌱 Seedling43

Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cur

alibabacloud-dms-mcp-server📁v0.2.11🌱 Seedling31

A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform.
Supports full range of Alibaba Cloud services a

qdrant-loader📁qdrant-loader-v1.0.0🌱 Seedling36

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligen

Memori📁v3.3.0🌿 Growing13,290

Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

token-savior📁v2.6.0🌿 Growing229

MCP server that saves 97% of AI coding tokens — your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.

MemMachine📁v0.3.5🌿 Growing4,101

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

mcp📁2026.04.20260414152327🌿 Growing8,740

Official MCP Servers for AWS

deer-flow📁main@2026-04-21🌿 Growing60,446

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta

arcade-mcp📁main@2026-04-21🌿 Growing855

The best way to create, deploy, and share MCP Servers

pcbparts-mcp📁main@2026-04-20🌱 Seedling40

MCP server for searching electronic components for PCB assembly

awesome-code-agents📁main@2026-04-20🌿 Growing94

A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding — they're redefining how software changes the world.

garmin-givemydata📁v0.1.10🌿 Growing61

It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)

OmicsClaw📁main@2026-04-18🌿 Growing116

Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.

medusa📁v2026.5.5🌿 Growing252

AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo

obsidian-wiki📁main@2026-04-17🌿 Growing290

Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern

SciAgent-Skills📁main@2026-04-17🌿 Growing93

Life sciences computational skills for scientific AI agents

canvas-mcp📁v1.2.0🌱 Seedling95

Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents. v1.1.0

maverick-mcp📁main@2026-04-17🌿 Growing479

MaverickMCP - Personal Stock Analysis MCP Server

openai-python📁v2.32.0🌿 Growing30,457

The official Python library for the OpenAI API

ha-mcp📁v7.3.0🌿 Growing2,201

The Unofficial and Awesome Home Assistant MCP Server

google_workspace_mcp📁v1.19.0🌿 Growing2,087

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

dbt-mcp📁v1.14.0🌿 Growing534

A MCP (Model Context Protocol) server for interacting with dbt.

deep-research-mcp📁main@2026-04-13🌿 Growing58

MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research

Anthropic-Cybersecurity-Skills📁v1.2.0🌱 Seedling4,262

754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Cop

agent-zero📁v1.9🌿 Growing16,926

Agent Zero AI framework

Corbell📁1.0.3🌿 Growing187

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

telegram-mcp📁main@2026-04-21🌱 Seedling5

🤖 Manage multiple Telegram accounts effortlessly with AI-driven tools for bulk messaging, scheduling, and more in one easy-to-use platform.

cyber-pilot📁v3.7.0-beta🌿 Growing53

Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.

obsidian-second-brain📁v4.0.0🌿 Growing105

A Claude Code skill that turns your Obsidian vault into a living second brain — autonomous writes, thinking tools, knowledge ingestion, scheduled agents, and _CLAUDE.md for cross-surface context.

datagouv-mcp📁v0.2.23🌿 Growing1,216

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

chak-ai📁v0.3.1🌿 Growing211

A simple, yet handy, LLM gateway.

mcp-gateway-registry📁v1.0.18🌿 Growing576

Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a

kuzu-memory📁v1.12.9🌱 Seedling22

Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.

ctxray📁v2.2.1🌱 Seedling41

See how you really use AI — X-ray your AI coding sessions locally

delimit-mcp-server📁v4.1.38🌱 Seedling11

Unify Claude Code, Codex, Cursor, and Gemini CLI with persistent context, governance, and multi-model debate. 186 MCP tools. 123 tests.

animaworks📁v0.6.2🌱 Seedling225

Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).

aivectormemory📁v2.0.8🌱 Seedling80

aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计,通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Se

mcp-for-api📁0.4.1🌱 Seedling63

Appwrite’s MCP server. Operating your backend has never been easier.

mcp-ms-office-documents📁v3.5🌱 Seedling23

MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)

agent2📁v0.1.0🌱 Seedling25

The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.

mcp-server-motherduck📁v1.0.4🌱 Seedling461

Local MCP server for DuckDB and MotherDuck

Windows-MCP📁v0.7.1🌱 Seedling5,075

MCP Server for Computer Use in Windows

neurostack📁v0.11.1🌱 Seedling40

Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-prereq instal

claude-codex-settings📁v2.3.0🌱 Seedling587

My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.

claude-skills📁v2.0.0🌱 Seedling10,086

220+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory.

sqltools_mcp📁main@2026-04-21🌱 Seedling2

🔌 Access multiple databases seamlessly with SQLTools MCP, a versatile service supporting MySQL, PostgreSQL, SQL Server, DM8, and SQLite without multiple servers.

engram-memory-community📁main@2026-04-20🌱 Seedling6

The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.

a-mem-mcp-server📁main@2026-04-21🌱 Seedling1

🧠 Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.

project-codeguard📁v1.3.1🌱 Seedling123

Project CodeGuard is an open-source, model-agnostic security framework that embeds secure-by-default practices into AI coding agent workflows. It provides comprehensive security rules that guide AI as

CodeGraphContext📁v0.3.1🌱 Seedling2,911

An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

OneRAG📁v1.0.7🌱 Seedling118

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA

argus-mcp📁main@2026-04-21🌱 Seedling1

🔍 Enhance code quality with Argus MCP, an AI-driven code review server using a Zero-Trust model for safe and efficient development.

ryeos📁main@2026-04-20🌱 Seedling2

A data-driven, cryptographically signed, registry-backed AI operating system, with capability-scoped execution and graph-executable workflows — living inside your projects, running through a recursive

p4mcp-server📁2025.2.2901372🌱 Seedling76

[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.

mcp-statcan📁main@2026-04-12🌱 Seedling3

A MCP server to use StatCAN data

kubectl-mcp-server📁v1.24.0🌱 Seedling865

Published in CNCF Landscape: A MCP server for Kubernetes.

mcp-task-orchestrator📁v1.8.0💤 Dormant25

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

ros-mcp-server📁v3.0.1🌱 Seedling1,152

Connect AI models like Claude & GPT with robots using MCP and ROS.

refrag📁main@2026-04-21🌱 Seedling1

🚀 Enhance retrieval with REFRAG, using micro-chunking and fast indexing for optimized RAG systems that improve efficiency and effectiveness.

shotgrid-mcp-server📁v0.15.4🌱 Seedling54

A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.

LLM-API-Key-Proxy📁main/build-20260123-1-bf7ab7e🌱 Seedling448

Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.

mftool-mcp📁0.2.0🌱 Seedling1

MCP Server for publicly available real-time Indian Mutual Funds data

andy-universal-agent-rules📁main@2026-04-21🌱 Seedling2

🧠 Enhance your AI coding assistant with a universal knowledge base and rules system, compatible with any project and editor.

MaiBot📁0.12.2🌱 Seedling4,603

MaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency;

gptme📁v0.31.0🌱 Seedling4,266

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!

voriya-skills📁main@2026-04-21🌱 Seedling1

Convert website capabilities into reusable, API-first AI skills with automated authentication and seamless integration for workflow automation.

seedance-2-ai📁main@2026-04-21🌱 Seedling1

🎥 Generate AI-driven videos with Seedance 2.0, offering precise physics, lip-sync, and prompt accuracy for seamless content creation.

twitter-cli📁main@2026-04-21🌱 Seedling1

Access Twitter timelines, bookmarks, and profiles from the terminal without requiring API keys, offering a simple CLI user experience.

openclaw-master-skills📁main@2026-04-21🌱 Seedling1

Discover and integrate a curated, weekly-updated set of 339+ advanced AI skills to enhance OpenClaw-powered personal assistants.

ps2-recomp-Agent-SKILL📁main@2026-04-21🌱 Seedling1

Enable autonomous reverse engineering and recompilation of PlayStation 2 games using a structured OS for LLM agents with persistent memory and workflows

claude-skills-mcp📁v1.0.6🌱 Seedling368

MCP server for searching and retrieving Claude Agent Skills using vector search

agent-coordinator📁main@2026-04-12🌱 Seedling1

Lightweight coordination server for autonomous AI coding agents — task claiming, file locks, message passing, and health monitoring over REST

security-controls-mcp📁v1.1.0🌱 Seedling

MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)