Context & AI engineering
26,304 rows, by stacks then stars
1,865 of these skill files have been read, by 1,328 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid
BrianRWagner/ai-marketing-claude-code-skills/ai-discoverability-audit Skill
no license393★ repoMarketing frameworks that AI actually executes. Designed for Claude Code, but could be used for OpenClaw, etc.
aahl/mcp-aktools/io.github.aahl/mcp-aktools MCP server
390★ repoMCP Server for stock and crypto
zhongweili/nanobanana-mcp-server/io.github.zhongweili/nanobanana-mcp-server MCP server
390★ repoAn MCP server that provides image generation and editing capabilities
erpipe-org/mcp-odoo/io.github.erpipe-org/mcp-odoo MCP server
384★ repoOdoo MCP: gated writes, multi-instance. Free hosted: ERPipe (mcp.erpipe.com)
tuanle96/mcp-odoo/io.github.tuanle96/mcp-odoo MCP server
384★ repoOdoo MCP: gated writes, multi-instance. Free hosted: ERPipe (mcp.erpipe.com)
drhelius/gearsystem/io.github.drhelius/gearsystem MCP server
383★ repoMCP server for Gearsystem Sega Master System / Game Gear / SG-1000 emulator
cisco-open/network-sketcher/io.github.cisco-open/network-sketcher MCP server
381★ repoAI-native MCP server to design and manage Cisco network diagrams (L1/L2/L3, PPT/SVG) from LLMs.
VectifyAI/pageindex-mcp/io.github.VectifyAI/pageindex-mcp MCP server
378★ repoReasoning-based RAG system for chatting with long PDFs. Supports local and online files.
ruvnet/ruv-FANN/io.github.ruvnet/ruv-swarm MCP server
373★ repoNeural network swarm orchestration with WebAssembly acceleration and MCP integration
mcpware/claude-code-organizer/io.github.mcpware/claude-code-organizer MCP server
366★ repoOrganize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.
Goldentrii/AgentRecall-MCP/io.github.Goldentrii/agent-recall MCP server
365★ repoCorrection-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.
shinpr/mcp-local-rag/io.github.shinpr/mcp-local-rag MCP server
360★ repoEasy-to-setup local RAG server with minimal configuration
drfccv/mcp-server-12306/io.github.drfccv/mcp-server-12306 MCP server
359★ repoAn MCP server that provides 12306 ticket query
aartiq/servicenow-mcp/io.github.aartiq/servicenow-mcp MCP server
no license354★ repo400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.
Eyadkelleh/awesome-skills-security/skills/llm-testing Skill
no license353★ repoSecurity testing toolkit for AI Agent: curated SecLists wordlists, injection payloads, and expert agents for authorized pentesting, CTFs, and bug bounties
DMontgomery40/deepseek-mcp-server/io.github.DMontgomery40/deepseek MCP server
351★ repoOfficial DeepSeek MCP server for chat, completion, model listing, and balance endpoints.
mapbox/mcp-server/io.github.mapbox/mcp-server MCP server
350★ repoGeospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.
stefanoamorelli/sec-edgar-mcp/io.github.stefanoamorelli/sec-edgar-mcp MCP server
348★ repoSEC EDGAR MCP server that provides access to the US public filings through the US SEC EDGAR API
zxkane/aws-skills/plugins/aws-agentic-ai/skills/aws-agentic-ai Skill
347★ repoClaude Code plugins and agent skills for AWS development — IaC(CDK/SST), serverless, cost ops, and Bedrock AgentCore
jnMetaCode/ai-shortfilm-prompts/skills/shortfilm-prompt Skill
346★ repoClaude Code Skill that turns any idea into a cinematic, model-ready video prompt — Sora · Kling · Veo · Seedance. 21 genre templates, 5-stage structure, eval-tested. Distilled from the AI short Hollywood director PJ Ace called "one of the best short films I've seen in years."
marketingjuliancongdanh79-pixel/skill-generator Skill
no license341★Bộ công cụ tạo AI Skill từ ý tưởng — Dành cho Antigravity, Claude Code, Cursor, Windsurf. Đánh giá 100/100 S-tier.
andrea9293/mcp-documentation-server/io.github.andrea9293/mcp-documentation-server MCP server
341★ repoLocal-first document management and semantic search for AI coding agents
spences10/mcp-omnisearch/io.github.spences10/mcp-omnisearch MCP server
341★ repoMCP server for integrating Omnisearch with LLMs
giuseppe-trisciuoglio/developer-kit/plugins/developer-kit-ai/skills/chunking-strategy Skill
329★ repoModular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI.
Lyellr88/marm-memory/io.github.Lyellr88/marm-mcp-server MCP server
328★ repoUniversal MCP Server with advanced AI memory capabilities and semantic search.
athola/claude-night-market/.claude/skills/claude-code-plugin-reference Skill
327★ repo23 Claude Code plugins: TDD enforcement hooks, git/PR workflows, spec-driven development, code review, project lifecycle, fix-from-error, maintenance automation, context optimization, research, and multi-LLM delegation. 186 skills, 128 commands, 54 agents.
agamm/claude-code-owasp/.claude/skills/owasp-security Skill
325★ repoClaude Code skill for OWASP security best practices (2025-2026). Includes Top 10:2025, ASVS 5.0, Agentic AI security, and 20+ language-specific security quirks.
jaechang-hits/SciAgent-Skills/.claude/skills/sciagent-skill-creator Skill
no license320★ repo197 bioinformatics & life science skills for Claude Code and AI agents — BixBench 92.0% accuracy. RNA-seq, single-cell, drug discovery, proteomics, and more. Powers OmicsHorizon.
aayoawoyemi/Ori-Mnemos/io.github.aayoawoyemi/ori-memory MCP server
319★ repoPersistent memory infrastructure for AI agents. Identity, knowledge graph, and search.
IMNMV/ClaudeR/io.github.IMNMV/clauder MCP server
no license318★ repoConnect RStudio to AI assistants for interactive R coding and data analysis.
nim-lang/langserver/io.github.nim-lang/nimlangserver MCP server
312★ repoMCP server providing symbol navigation, diagnostics, and type resolution for Nim projects
bibinprathap/VeritasGraph/io.github.bibinprathap/veritasgraph MCP server
no license311★ repoZero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.
Claude dynamic workflows codex
scasella/claude-dynamic-workflows-codex Skill
308★Run Claude Code dynamic workflows on a local Codex (GPT) backend, plus an interactive run viewer
PackmindHub/packmind/ai.packmind/mcp-server MCP server
307★ repoPackmind captures, scales, and enforces your organization's technical decisions.
sveltejs/ai-tools/dev.svelte/mcp MCP server
306★ repoThe official Svelte MCP server providing docs and autofixing tools for Svelte development
ghost-in-the-droid/android-agent/io.github.ghost-in-the-droid/android-agent MCP server
303★ repoGive any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation.
LukeRenton/explore-claude-code/.claude/skills/build-agent Skill
302★ repoLearn Claude Code by exploring it as it was designed - interactive IDE-style docs for commands, MCP, skills, CLAUDE.md and more.
cr7258/elasticsearch-mcp-server/io.github.cr7258/elasticsearch-mcp-server MCP server
302★ repoMCP server for interacting with Elasticsearch
apollographql/apollo-mcp-server/io.github.apollographql/apollo-mcp-server MCP server
301★ repoMCP server that exposes GraphQL operations as tools for AI models.
postmanlabs/postman-mcp-server/com.postman/postman-mcp-server MCP server
297★ repoA basic MCP server to operate on the Postman API.
Snowflake-Labs/mcp/io.github.Snowflake-Labs/mcp MCP server
296★ repoMCP Server for Snowflake from Snowflake Labs
ucsandman/DashClaw/io.github.ucsandman/dashclaw MCP server
293★ repoMCP server for DashClaw governance — guard, record, invoke, and discover capabilities.
alisaitteke/photoshop-mcp/io.github.alisaitteke/photoshop-mcp MCP server
no license291★ repoMCP server for Adobe Photoshop automation - control Photoshop from AI assistants
nirholas/free-crypto-news/io.github.nirholas/free-crypto-news MCP server
no license289★ repoFree crypto news MCP server — 38 tools, 130+ sources, market data, sentiment, whale alerts & more
Contributing to awesome claude
JSONbored/awesome-claude/.claude/skills/contributing-to-awesome-claude Skill
288★ repoHeyClaude is a curated registry and distribution surface for Claude and AI-workflow assets: agents, MCP servers, skills, commands, hooks, rules, guides, tools, jobs, Raycast feeds, static data exports, and an npm MCP package.
burningion/video-editing-mcp/io.github.burningion/video-editing-mcp MCP server
no license285★ repoMCP Server for Video Jungle - Analyze, Search, Generate, and Edit Videos
hypothesi/mcp-server-tauri/io.github.hypothesi/mcp-server-tauri MCP server
283★ repoA Model Context Protocol server for use with Tauri v2 applications
rhel-lightspeed/linux-mcp-server/io.github.rhel-lightspeed/linux-mcp-server MCP server
281★ repoMCP server for read-only Linux system administration, diagnostics, and troubleshooting
HarimxChoi/google-surf-mcp/io.github.HarimxChoi/google-surf-mcp MCP server
278★ repoGoogle search via Playwright with a warm Chrome profile. No API key, no proxies.
ckelsoe/prompt-architect/skills/prompt-architect Skill
271★ repoClaude Code skill that transforms vague prompts into structured, expert-level prompts using 7 research-backed frameworks (CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD)
Atomic-Mail/atomic-mail-agentic/io.github.Atomic-Mail/mcp MCP server
270★ repoProgrammable email inbox for AI agents — JMAP, PoW auth, stdio MCP server.
codespar/mcp-dev-latam/io.github.codespar/mcp-adyen MCP server
267★ repoMCP server for Adyen Checkout API v71 — enterprise payments (iFood, Uber, Spotify in LatAm)
storybookjs/mcp/io.github.storybookjs/addon-mcp MCP server
265★ repoHelp agents automatically write and test stories for your UI components.
sachitrafa/cognitive-ai-memory/io.github.sachitrafa/cognitive-ai-memory MCP server
no license263★ repoEbbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.
saurabhsharma2u/search-console-mcp/io.github.saurabhsharma2u/search-console-mcp MCP server
262★ repoMCP server for GSC, Bing, and GA4. Includes analytics, health checks, and SEO insights.
SemanticOps MCP (for Power BI)
maxanatsko/mcp-engine-public/io.github.maxanatsko/mcp-engine MCP server
no license255★ repoPower BI MCP server (Supports Windows and macOS)
QVerisAI/qveris-agent-toolkit/io.github.QVerisAI/mcp MCP server
252★ repoDiscover, inspect and call ranked external data & tool APIs with unified billing and usage audit
sonpiaz/watch-cli/io.github.sonpiaz/watch-cli MCP server
248★ repoHand any social video to your AI agent — frames + transcript bundled. MCP server for watch-cli.
varun29ankuS/shodh-memory/io.github.varun29ankuS/shodh-memory MCP server
246★ repoCognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
pyth-network/pyth-crosschain/io.github.pyth-network/mcp MCP server
no license245★ repoReal-time and historical price feeds for 500+ crypto, equities, FX, and commodities assets.