Engineering
99,615 rows, by stacks then stars
cyberlife-coder/VelesDB/io.github.cyberlife-coder/velesdb-memory MCP server
no license87★ repoOffline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine
tata1mg/catalyst-core/io.github.mayankmahavar1mg/mcp MCP server
87★ repoDeveloper-workflow MCP server for catalyst-core: migration guidance, debugging, and task planning.
YPares/rigup.nix/riglets/agent-rig-system Skill
86★ repoAI agents and Nix: parametrable skills/instructions and tools, packaged together in a reproducible and modular fashion
CodeAlive-AI/codealive-mcp/io.github.CodeAlive-AI/codealive-mcp MCP server
86★ repoSemantic code search and analysis from CodeAlive for AI assistants and agents.
b1ff/atlassian-dc-mcp/io.github.b1ff/atlassian-dc-mcp-bitbucket MCP server
86★ repoMCP server for Atlassian Bitbucket Data Center - interact with repositories and code
wquguru/skills/skills/agent-compat-sync Skill
no license85★ repoPractical Agent Skills — English-for-engineers coaching, Pi Agent setup, and more. Install via npx skills add.
wise-vision/mcp_server_ros_2/io.github.wise-vision/mcp_server_ros_2 MCP server
85★ repoView ROS 2 nodes and topics, and call services and actions via MCP
DheerG/swarms/skills/audit-context Skill
84★ repoAchieve extraordinary results with claude code across a variety of tasks
yuna0x0/anilist-mcp/ai.smithery/yuna0x0-anilist-mcp MCP server
84★ repoAccess and interact with anime and manga data seamlessly. Retrieve detailed information about your…
keboola/mcp-server/com.keboola/mcp MCP server
84★ repoConnect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...
dazuiba/handoff/cli/skills/handoff-codex Skill
no license83★ repoDelegate tasks to DeepSeek right inside your Claude Code / Codex sessions.
SummerKaze/skill-arkts-syntax-assistant Skill
83★ArkTS language learning and development assistant
Apeironics/prompt-refine-skill Skill
83★Agent Skill that silently refines prompts for the currently running model
jiangmuran/claude-image Skill
83★教 Claude Code/Codex 真正用好 gpt-image-2 的 skill 包 · Drop-in skill teaching agents to actually use GPT Image 2 — intent-first prompting, surgical edits, parallel batching, visual self-verification
nubo-db/dynoxide/io.github.nubo-db/dynoxide MCP server
83★ repoDynamoDB-compatible database engine in Rust on SQLite, with an MCP server for coding agents.
zxyasfas/paper_format_agent/io.github.zxyasfas/paper-format-agent MCP server
83★ repoLocal-first DOCX formatter for academic papers with a content-fingerprint integrity guard.
yfe404/web-scraper Skill
82★Intelligent web scraping Claude Code skill with automatic strategy selection and TypeScript-first Apify Actor development
mturac/promptguard/skills/promptguard Skill
82★ repoOffline prompt-contract auditor for Hermes, Claude Code, Codex, OpenCode & OpenClaw. Pre-write guard before agents ship vague code. Zero deps. No model API.
DmitriyGolub/threejs-devtools-mcp/io.github.DmitriyGolub/threejs-devtools MCP server
82★ repoInspect and edit Three.js scenes, materials, shaders, lights in real time from any AI agent
avivsinai/agent-message-queue/skills/amq-cli Skill
81★ repoFile-based message queue for local agent-to-agent communication (Maildir-style)
Academic figure architecture extractor
Azhi-ss/academic-figure-skills/academic-figure-architecture-extractor Skill
80★ repoAI skills for academic paper figures: repo analysis, figure planning, colorblind palettes, JSON figure specs. Install: npx skills add Azhi-ss/academic-figure-skills
PascaleBeier/hitkeep/.agents/skills/hitkeep-development Skill
80★ repoHitKeep is privacy-first analytics for humans and AI agents, self-hosted or in managed EU/US cloud regions.
pascalebeier/hitkeep/io.github.PascaleBeier/hitkeep MCP server
80★ repoRead-only MCP server for aggregate HitKeep analytics and official documentation.
manusa/podman-mcp-server/io.github.manusa/podman-mcp-server MCP server
80★ repoA Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
parterburn/dabble.me/io.github.parterburn/dabble-me MCP server
80★ repoPrivate journal MCP server to search, analyze, and create Dabble Me entries securely via OAuth.
cybrixcc/cybrix-skills/plugins/cybrix-deploy/skills/cybrix-deploy Skill
79★ repoClaude Code skills for Cybrix — install via "claude plugin marketplace add cybrixcc/cybrix-skills". Open-source skills paired with the Cybrix hosted backend.
logclaw/logclaw/io.github.RobelDev/logclaw-mcp-server MCP server
no license79★ repoConnect AI coding tools to LogClaw incidents, logs, and anomaly detections.
tjhop/prometheus-mcp-server/io.github.tjhop/prometheus-mcp-server MCP server
79★ repoAn API-complete MCP server to manage Prometheus-compatible backends.
wgt19861219/godot-mcp-enhanced/io.github.wgt19861219/godot-mcp-enhanced MCP server
no license79★ repoEnhanced Godot 4.5-4.7 MCP: headless+editor+bridge, secure GDScript sandbox, closed-loop AI dev.
sneg55/agent-starter/skills/adopt-project Skill
78★ repoA toolkit of skills, templates, and guides for bootstrapping AI-agent-friendly projects. Started from Anthropic's Claude Code engineering patterns, extended with a per-project self-improvement loop and more.
bocato/swift-testing-agent-skill/swift-testing Skill
78★ repoAgent Skill providing expert Swift Testing guidance for AI coding tools: covering test doubles, fixtures, async patterns, XCTest migration, and testing best practices.
gogf/skills/skills/goframe-v2 Skill
no license78★ repoGoFrame Agent Skills empowering AI to deeply understand GoFrame conventions and best practices, generating high-quality, production-ready code.
Pantheon-Security/notebooklm-mcp-secure/io.github.Pantheon-Security/notebooklm-mcp-secure MCP server
78★ repoSecurity-hardened NotebookLM MCP with post-quantum encryption
TocharianOU/mcp-server-kibana/io.github.TocharianOU/kibana MCP server
78★ repoKibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration
fr0ster/mcp-abap-adt/io.github.fr0ster/mcp-abap-adt MCP server
78★ repoMCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic ABAP
JasonxzWen/harness-hub/skills/agent-interaction-audit Skill
no license77★ repoRepository-first deterministic migration and atomic Skill source for Claude Code and Codex.
hdkiller/coach/com.coachwatts/coach-watts MCP server
76★ repoRemote MCP server for training, nutrition, wellness, and performance data with OAuth 2.0.
pulsemcp/mcp-servers/com.pulsemcp/appsignal MCP server
76★ repoMCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges.
LofiFren/PicoCalc/io.github.LofiFren/picocalc-mcp MCP server
no license76★ repoAI assistant access to PicoCalc MicroPython hardware over USB.
ie3jp/illustrator-mcp-server/io.github.ie3jp/illustrator-mcp-server MCP server
76★ repoRead, manipulate, and export Adobe Illustrator design data. 26 tools. macOS | Windows.
jkawamoto/mcp-bear/io.github.jkawamoto/mcp-bear MCP server
76★ repoA MCP server for interacting with Bear note-taking software.
existential-birds/beagle/plugins/beagle-ai/skills/deepagents-architecture Skill
75★ repoAgent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.
avelikiy/great_cto/skills/anti-patterns Skill
75★ repoDon't buy software. Get the work done. GreatCTO ships AI autopilots that run a whole business function — medical coding, legal docs, procurement, accounting, IT, tax — from intake to outcome. A qualified human signs only the judgment calls. Live connectors, built-in compliance.
geekjourneyx/travel-guidebook Skill
75★AI agent skill that generates beautifully typeset travel guidebook PDFs — from research to print, powered by parallel agents and Amap MCP.
SJY051/music-composition Skill
no license75★Modular music-composition skill for AI assistants — harmony, melody, form, 24+ genres.
cxcscmu/SkillLearnBench/baselines/b4-skill-creator/inject/skill-creator Skill
75★ repo[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
SageMindAI/instar/io.github.JKHeadley/threadline-mcp MCP server
75★ repoAgent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config.
Licinexus/licinexus-mcp/io.github.Licinexus/mcp MCP server
75★ repoBrazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4 prompts.
PagerDuty/pagerduty-mcp-server/io.github.PagerDuty/pagerduty-mcp MCP server
75★ repoPagerDuty's official MCP server which provides tools to interact with your PagerDuty account.
nikolausm/imap-mcp-server/io.github.nikolausm/imap-mcp-server MCP server
75★ repoIMAP/SMTP MCP server to search, read, organize, send, reply & forward email for AI assistants
steve228uk/metro-mcp/io.github.steve228uk/metro-mcp MCP server
75★ repoMCP server for React Native/Expo runtime debugging, inspection, and automation via Metro/CDP
smixs/mentor/mentor Skill
74★ repomentor — a session-insights skill for AI coding agents. This skill reads your local Claude Code and OpenAI Codex history and writes an /insights-style HTML report on how you work: what you build, where you lose time, and concrete fixes. An agent skill for Claude Code, Codex, and any skills-capable agent.
iammm0/secbot/skills/base/command-execution Skill
no license74★ repoAuthorized security testing workspace. v2 TypeScript terminal product on release; v1 Python on pypi-release; Go branch is demo only.
twelvedata/mcp/com.twelvedata/mcp MCP server
no license74★ repoTwelve Data MCP: real-time & historical market data (stocks, crypto, forex, etc).
ominou5/funnel-architect-plugin/skills/ab-testing Skill
73★ repoTurn Claude into a full-stack sales funnel architect. Build high-converting funnels with optimized UI/UX, page speed, mobile responsiveness, and deploy to any platform.
Dependency management mcp server
sonatype/dependency-management-mcp-server/com.sonatype/dependency-management-mcp-server MCP server
no license73★ repoSonatype component intelligence: versions, security analysis, and Trust Score recommendations
appwrite/mcp/io.github.appwrite/mcp MCP server
71★ repoMCP (Model Context Protocol) server for Appwrite
appwrite/mcp-for-api/io.github.appwrite/mcp-for-api MCP server
71★ repoMCP (Model Context Protocol) server for Appwrite
cdeust/Cortex/io.github.cdeust/hypermnesia-mcp MCP server
71★ repoScientifically-grounded persistent memory for Claude — local-first, hybrid retrieval, 72 references.
ignaciohermosillacornejo/copilot-money-mcp/io.github.ignaciohermosillacornejo/copilot-money-mcp MCP server
71★ repoQuery and manage Copilot Money personal finances — local reads, opt-in GraphQL writes.