SA
SkillAvatars
ExploreSkillsMCPOpenClawAgentsStacksGuidesChatSubmit

SkillAvatars

MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10070#data-ai3926#development1172#finance871#productivity809#devops-infra806#python551#gcp371
Loading...
SkillAvatars

The premier community for discovering and sharing AI skills.

SkillsGuidesMCP serverSitemapContact
(c) 2026 SkillAvatars. All rights reserved.

Popular tags

Showing 24 of 19239 MCP tools

stdiodocker
379,033 stars

openclaw

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
275,786 stars

ecc-universal

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

VerifiedFreshInstall Ready
github-topic:mcpSynced Today
123 tools
Active/Today/High signal
data-aidata-ai
stdionpx
97,620 stars

claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

VerifiedFreshInstall Ready
agent-discoverySynced 2d ago
4 tools
Active/2d ago/High signal
data-aidata-ai
stdiodocker
93,802 stars

Graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Verified
github-topic:mcpSynced 2mo ago
78 tools
Active/2mo ago/High signal
data-aidata-ai
stdionpx
91,101 stars

@modelcontextprotocol/servers

Model Context Protocol Servers

Install Ready
unknownSynced 1w ago
Active/Today/Medium signal
generalgeneral
stdiodocker
86,163 stars

Scrapling

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

VerifiedReviewed
github-seeds:mcp-hotSynced 2mo ago
11 tools
Active/2d ago/High signal
generalgeneral
stdiodocker
79,177 stars

Netdata

The fastest path to AI-powered full stack observability, even for lean teams.

unknownSynced 3mo ago
6 tools
Active/3mo ago/High signal
webweb
stdionpx
74,130 stars

claude-flow

🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 2mo ago
498 tools
Active/1d ago/High signal
data-aidata-ai
stdiosrc
74,013 stars

Headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Verified
github-topic:mcpSynced 1w ago
37 tools
Active/1w ago/High signal
mediamedia
stdiodocker
73,712 stars

omniroute

Never stop coding. Free AI gateway: one endpoint, 231+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline & Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression saves 15-95% tokens, smart auto-fallback, MCP/A2A, multimodal APIs, Desktop/PWA.

Verified
mcpSynced 2mo ago
107 tools
Active/3d ago/High signal
data-aidata-ai
stdionpm
72,411 stars

daytona

Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code

Install Ready
unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpx
62,838 stars

Context7

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

Install Ready
unknownSynced 3mo ago
2 tools
Active/Today/High signal
generalgeneral
stdiodocker
61,367 stars

world-monitor

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

Verified
github-topic:mcp-serverSynced 3mo ago
3 tools
Active/3mo ago/High signal
devops-infradevops-infra
stdionpm
57,545 stars

hyperframes-monorepo

Write HTML. Render video. Built for agents.

Verified
github-topic:mcpSynced 2mo ago
20 tools
Active/3d ago/High signal
developmentdevelopment
stdiodocker
57,313 stars

Private Gpt

Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.

Verified
mcpSynced 3mo ago
15 tools
Active/3mo ago/High signal
data-aidata-ai
stdionpx
53,087 stars

chrome-devtools-mcp

Chrome DevTools for coding agents

FreshInstall Ready
unknownSynced 2d ago
13 tools
Active/2d ago/Medium signal
generalgeneral
stdionpx
47,023 stars

agentic-awesome-skills

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

VerifiedInstall Ready
github-topic:mcpSynced 1w ago
19 tools
Active/1w ago/High signal
generalgeneral
stdionpm
45,967 stars

Codebase Memory Mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

FreshInstall Ready
unknownSynced 2d ago
75 tools
Active/2d ago/High signal
productivityproductivity
stdionpx
33,512 stars

playwright-mcp-internal

Playwright MCP server

Install Ready
unknownSynced 4mo ago
34 tools
Active/4mo ago/Medium signal
testingtesting
stdionpx
33,512 stars

Playwright MCP

Playwright MCP server

Install Ready
unknownSynced 4mo ago
33 tools
Active/4mo ago/Medium signal
otherother
stdiosrc
33,481 stars

Github Mcp Server

GitHub's official MCP Server

unknownSynced 1w ago
310 tools
Active/Today/Medium signal
developmentdevelopment
stdiosrc
32,661 stars

Ai Engineering From Scratch

Learn it. Build it. Ship it for others.

Verified
github-topic:mcpSynced 3mo ago
33 tools
Active/3mo ago/Medium signal
generalgeneral
stdiosrc
31,936 stars

Code Review Graph

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

Verified
github-topic:mcpSynced 1mo ago
79 tools
Active/3d ago/High signal
developmentdevelopment
stdiodocker
31,541 stars

Cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

unknownSynced 2mo ago
7 tools
Active/2d ago/High signal
generalgeneral
123...802
Next