MCP Servers

Pantheon-Security/medusa

Medusa is an AI-first security scanner featuring over 40,000 detection patterns to identify vulnerabilities in AI/ML applications, LLM agents, and codebases. It includes specialized capabilities for detecting repository poisoning, analyzing remote GitHub repositories, and scanning chat or shell histories for leaked API keys.

headroomlabs-ai/headroom

Headroom is a local context compression layer that reduces LLM token consumption by 60% to 95% for JSON and 15% to 20% for coding agents without losing accuracy. It operates as a library, local proxy, MCP server, and direct agent wrapper to optimize both incoming prompts and outgoing model responses.

Deuz-AI/Deuz-SDK

Deuz-SDK is a zero-dependency TypeScript runtime designed for production-grade AI agents, offering advanced durability, state compaction, and memory management.

Vishisht16/Humane-Proxy

Humane-Proxy is a lightweight AI safety middleware designed to intercept and filter user messages for self-harm ideation or criminal intent before they reach an upstream LLM. It combines heuristic keyword matching, semantic embeddings, and reasoning models to provide real-time risk evaluation, empathetic user care, and operator alerts.

Eronred/aso-skills

A comprehensive collection of AI agent skills specialized in App Store Optimization (ASO) and mobile app growth, powered by real App Store data via the Appeeky API.

btopn/OpenInsider-MCP

OpenInsider-MCP is a Model Context Protocol server that supplies LLMs with free-data investment-research signals including insider trades, SEC filings, short data, and live quotes. It acts as a pure data layer without editorialization or recommendation features.

DeusData/codebase-memory-mcp

An ultra-fast code intelligence engine that builds persistent knowledge graphs using tree-sitter and hybrid LSP for AI coding agents.

Paca-AI/paca

Paca is an open-source, self-hosted project management platform that integrates AI agents as first-class Scrum teammates alongside humans. It features a unified Scrumban board, BDD collaboration, and an extendable WebAssembly plugin architecture.

stripe/ai

This skill acts as a guided advisor for configuring Stripe Connect integrations, analyzing user business models, and recommending appropriate payment flows, charge patterns, and account structures.

Graphify-Labs/graphify

Graphify maps entire project codebases, documentation, and media into an interactive local knowledge graph, enabling AI assistants to query the graph instead of grepping raw files.

microsoft/DebugMCP

DebugMCP is a VS Code extension that integrates an MCP server, allowing AI coding agents to control the built-in debugger via the Debug Adapter Protocol.

MicrosoftDocs/mcp

An official Microsoft Learn Model Context Protocol (MCP) server and agent skill suite that connects AI assistants directly to current Microsoft documentation and code samples.

Azure-Samples/azure-ai-travel-agents

This repository provides a modular multi-agent travel planning system with three standalone orchestration options: LangChain.js, LlamaIndex.TS, and the Microsoft Agent Framework. It uses Model Context Protocol (MCP) microservices to coordinate specialized agents for customer queries, destination recommendations, and itinerary planning.

ThreeMoonsLab/agents-shipgate

Agents Shipgate is a deterministic merge gate for AI-generated agent capability changes, analyzing tool sources and configurations locally without agent execution or network calls.

Sibyl-Labs/Sibyl-Memory

Sibyl-Memory is a local-first, SQLite-backed agentic memory infrastructure that uses a five-tier hierarchical schema and FTS5 search without relying on vector databases or embedding models.

zhangxiangliang/stock-api

Fetches real-time quotes, historical K-line charts, and symbol lookups for Chinese A-shares, Hong Kong, and US markets with automatic provider fallback.

TeleAI-UAGI/telemem

TeleMem is a high-performance, drop-in memory management layer for AI agents offering character-profiled memory and a complete multimodal video understanding pipeline. It serves as an optimized, local-first alternative to Mem0 with enhanced accuracy and lower token overhead.

jau123/MeiGen-AI-Design-MCP

An open-source Model Context Protocol server that integrates multi-provider AI image and video generation into major AI assistants.

flowing-abyss/obsidian-hybrid-search

Obsidian Hybrid Search provides local hybrid retrieval combining semantic vectors, BM25 full-text, and fuzzy matching for Obsidian vaults. It exposes this engine through a CLI, MCP server, and native Obsidian plugin.

zosmaai/pi-llm-wiki

Implement Andrej Karpathy's LLM Wiki pattern as a self-maintaining, Obsidian-compatible knowledge base extension for AI coding agents. It compiles raw sources into a structured, multi-layered vault that compounds over time.

daniel3303/Equibles

Equibles is a self-hosted, open-source financial data MCP server that provides AI agents with direct access to SEC filings, institutional holdings, insider trades, and economic indicators. It functions as an open-source Bloomberg Terminal alternative built for programmatic querying.

marvkr/better-design

Better Design is an MCP server and design system registry that equips AI coding agents with production-ready design tokens, component styles, and accessibility review rules.

CodeAbra/iai-personal-memory-engine

iai-personal-memory-engine (iai-pme) is a local, ambient personal memory engine for AI coding assistants that captures interactions verbatim and serves context via the Model Context Protocol (MCP).

beizhu-1209/AIHelms

AIHelms is an enterprise-grade AI resource management platform designed to help organizations control costs, track usage metrics, and securely manage AI assets and API access.

diegosouzapw/OmniRoute

OmniRoute is a unified AI proxy and router supporting hundreds of LLM providers with automatic fallback, advanced routing strategies, and built-in resilience mechanics.

tiluckdave/hound-mcp

Hound MCP is a free, zero-configuration security guard dog designed specifically for AI coding agents to scan dependencies and prevent vulnerabilities. It integrates smoothly across seven major programming ecosystems using public unauthenticated APIs.

ooples/token-optimizer-mcp

The token-optimizer-mcp server reduces LLM token consumption for coding agents through intelligent file reading, differential updates, and a persistent per-project knowledge graph.

tirth8205/code-review-graph

Optimize AI code reviews and exploration using a structural codebase graph powered by Tree-sitter and the Model Context Protocol (MCP).

highflame-ai/ramparts

Ramparts is a security scanner designed to audit Model Context Protocol (MCP) servers and AI agent skills for vulnerabilities, prompt injections, and malicious configurations.

rohitg00/ai-engineering-from-scratch

This repository provides a comprehensive curriculum for learning AI engineering from scratch through raw mathematical and manual implementations before utilizing high-level frameworks. It features lessons, quizzes, certifications, and reusable artifacts across multiple languages.

thousandflowers/skillreaper

Skillreaper analyzes your AI agent session transcripts to identify and prune loaded skills, MCP servers, and agents that are never actually used, saving valuable context tokens.

agentscope-ai/QwenPaw

An offline documentation indexing and command assistance skill for the Alibaba Cloud CLI in Chinese, utilizing structured section routing to prevent hallucinated parameters.

mudler/LocalAI

Development guide and instructions for AI coding assistants contributing to LocalAI, an open-source self-hosted AI engine.

CelestoAI/agentor

Agentor is an open-source Python framework designed for building long-running AI agents equipped with durability, observability, and robust security integrations. It supports both the Model Context Protocol (MCP) and Agent-to-Agent (A2A) communication standards.

jpicklyk/task-orchestrator

Task Orchestrator is an MCP server that provides server-enforced workflow discipline, persistent work item graphs, and quality gates for AI agents.

forloopcodes/contextplus

Context+ is an advanced Model Context Protocol (MCP) server that provides semantic intelligence, RAG-based code search, AST structural analysis, and Obsidian-style feature linking for large-scale codebases.

Johell1NS/browser-search

Multi-engine web search and content scraping skill utilizing SearXNG, Camofox, and CloakBrowser for deep AI research.

chengzuopeng/stock-sdk

Stock SDK is a zero-runtime-dependency TypeScript library designed for both browser and Node.js environments to fetch and process real-time and historical financial market data. It includes built-in CLI support and a Model Context Protocol (MCP) server for seamless AI assistant integration.

Stack-Cairn/LiveAgent

LiveAgent is a local-first AI agent desktop client and code review skill that uses parallel independent reviewers and evidence-based validation to catch high-confidence defects in pull requests and local changes.

sickn33/agentic-awesome-skills

Agentic Awesome Skills (AAS) is a comprehensive catalog and core toolset providing local, agent-owned skill stacks for coding assistants.

affaan-m/ECC

Everything Claude Code (ECC) is a comprehensive production-ready agent harness and plugin system providing dozens of specialized sub-agents, domain skills, commands, and security guidelines.

referodesign/refero_skill

An AI design assistant framework that enforces a research-first methodology using real-world UI, style, and flow references to eliminate generic AI design patterns.

ComPDFKit/compdf-mcp

ComPDF MCP is a comprehensive Model Context Protocol service that provides extensive PDF and image conversion, editing, and intelligent data extraction capabilities.

ViryaZheng/recomby-geo

An open-source Generative Engine Optimization (GEO) skill package and 7-stage collaborative workflow designed for AI agents. It bridges domain expertise with local-first AI tools to automate and optimize search visibility.

Panniantong/Agent-Reach

Agent-Reach is a multi-backend routing tool that connects AI agents to 15 different internet platforms and search channels without manual configuration headaches.

heygen-com/hyperframes

HyperFrames is an open-source video rendering framework that turns HTML, CSS, and animations into deterministic MP4 videos, complete with specialized AI agent skills.

ccplugins/awesome-claude-code-plugins

Facilitates structured multi-agent discussions and reviews by orchestrating various AI CLI tools to analyze proposals, challenge assumptions, and generate comprehensive decision reports.

wshobson/agents

A comprehensive multi-harness agentic plugin marketplace providing production-ready building blocks, agents, skills, and commands from a single Markdown source of truth.

sansan0/TrendRadar

TrendRadar is a rapid-deployment trend and news aggregation assistant that filters, translates, and analyzes hot topics from multiple platforms using AI. It pushes summarized insights directly to various notification channels.

fancyboi999/ai-engineering-from-scratch-zh

An interactive assessment tool designed to test students' comprehension of lessons within the 'AI Engineering from Scratch' curriculum using targeted quizzes.

8beeeaaat/touchdesigner-mcp

An MCP server that bridges AI models and TouchDesigner, enabling agents to programmatically build, query, and manipulate visual generative projects.

daydreamsai/lucid-agents

An AI coding guide and architecture overview for the lucid-agents TypeScript monorepo, which provides a protocol-agnostic runtime for building, monetizing, and verifying AI agents.

flytohub/flyto-core

Flyto2 Core is an open-source AI agent framework and workflow automation engine featuring 468 registry-backed modules, browser automation via Playwright, and step-level recipe replayability.

gethopp/figma-mcp-bridge

Figma MCP Bridge is a plugin and MCP server combination that streams live Figma document data directly to AI tools, bypassing standard Figma API rate limits.

asciimoo/hister

Hister is a private, self-hosted search engine that indexes local files and visited web pages for retrieval through a web UI, terminal, or AI assistant.

chrisryugj/kordoc

This skill generates standardized South Korean administrative documents in HWPX format based on Ministry of the Interior and Safety guidelines. It automatically handles structural rules, indentation levels, administrative markup, and proper text formatting.

dbisina/relay

Relay is a vendor-neutral AI coding agent orchestrator and daemon that rotates coding tasks across multiple AI providers using signed continuation contracts.

retentioneering/retentioneering-tools

Retentioneering tools is a codebase guidance and development framework for the Retentioneering 5.x engine, which utilizes DuckDB and anywidget for behavioral data analysis.

Sushegaad/MCP-Server-for-ISO27001

Turn Claude into a stateful, local ISO 27001:2022 compliance assistant with encrypted database storage, risk management tools, and policy generation.

fiale-plus/tradingview-mcp-server

An unofficial Model Context Protocol (MCP) server and CLI tool for TradingView's market screener API, enabling AI-powered financial screening and technical analysis.