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
truss44/mcp-crypto-price/ai.smithery/truss44-mcp-crypto-price MCP server
39★ repoProvide real-time cryptocurrency price data and market analysis.
DavidFuchs/mcp-uptime-kuma/io.github.DavidFuchs/mcp-uptime-kuma MCP server
39★ repoA Model Context Protocol (MCP) server for Uptime Kuma version 2.
mythos-agent/mythos-agent/io.github.mythos-agent/mythos-agent MCP server
39★ repoOpen-source AI security agent: SAST, DAST, and policy-as-code over MCP.
nirholas/universal-crypto-mcp/io.github.nirholas/universal-crypto-mcp MCP server
no license39★ repoUniversal blockchain MCP - swaps bridges staking lending Ethereum Arbitrum
trayders/trayd-mcp/io.github.teamtrayd/trayd-mcp MCP server
no license39★ repoTrade Robinhood through natural language in Claude Code.
umbraco/Umbraco-CMS-MCP-Dev/io.github.umbraco/Umbraco-CMS-MCP-Dev MCP server
39★ repoA developer focused model context protocol (MCP) server for Umbraco CMS
sheeki03/Few-Word/plugins/fewword/skills/fewword Skill
no license38★ repoClaude Code plugin that offloads large outputs to filesystem and retrieves when required.
REMvisual/claude-handoff/skills/handoff Skill
38★ repoClaude Code skill for session handoffs — survives context compaction, chain-links across sessions.
kortix-ai/agent-computer-use/skills/agent-computer-use Skill
38★ repoComputer use CLI for AI agents
momozi1996/DirectorAgents Skill
38★"Multi-Agent Team — 让31位导演大师成为你的AI创作团队"
BentleySystems/openstaad-mcp/io.github.BentleySystems/openstaad-mcp MCP server
38★ repoMCP server for Bentley STAAD.Pro via the OpenSTAAD API
Cifero74/mcp-apple-music/io.github.Cifero74/mcp-apple-music MCP server
38★ repoApple Music MCP server — search catalog, manage playlists, and access your library via Claude.
CodeLogicIncEngineering/codelogic-mcp-server/io.github.CodeLogicIncEngineering/codelogic-mcp-server MCP server
38★ repoAn MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
DeanWard/HAL/io.github.DeanWard/HAL MCP server
38★ repoHAL (HTTP API Layer) - An MCP server that provides HTTP API capabilities to Large Language Models
akutishevsky/nutrition-mcp/io.github.akutishevsky/nutrition-mcp MCP server
38★ repoPersonal nutrition tracking — log meals, track macros, review history, import from another app.
gossipcat-ai/gossipcat-ai/io.github.ataberk-xyz/gossipcat MCP server
38★ repoMulti-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning
gokmengokhan/endnote-mcp/io.github.gokmengokhan/endnote-mcp MCP server
38★ repoSearch, cite, and read PDFs from your EndNote library in Claude Desktop
macuse-app/macuse/io.github.macuse-app/macuse MCP server
no license38★ repoBridges AI assistants with native macOS functionality through the Model Context Protocol (MCP).
skillberry-ai/cap-evolve/skills/algorithms/agent-optimize Skill
37★ repoOptimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
hithereiamaliff/mcp-nextcloud/ai.smithery/hithereiamaliff-mcp-nextcloud MCP server
37★ repoA comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…
OpenWeb-Ninja/openwebninja-mcp/io.github.OpenWeb-Ninja/openwebninja-mcp MCP server
37★ repoOfficial MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP APIs as MCP tools
Prismer-AI/signet/io.github.Prismer-AI/signet-mcp-tools MCP server
37★ repoMCP server exposing Signet cryptographic signing, verification, and content hash tools over stdio.
Qiskit Code Assistant MCP Server
Qiskit/mcp-servers/io.github.Qiskit/qiskit-code-assistant-mcp-server MCP server
37★ repoMCP server for the Qiskit Code Assistant intelligent code completion
davidmosiah/google-health-mcp/io.github.davidmosiah/google-health-mcp MCP server
37★ repoPrivacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents
galaxyproject/galaxy-mcp/io.github.galaxyproject/galaxy-mcp MCP server
37★ repoMCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows
mafzaal/d365fo-client/io.github.mafzaal/d365fo-client MCP server
37★ repoA community-driven Microsoft Dynamics 365 Finance & Operations MCP server
paulhkang94/markview/io.github.paulhkang94/markview MCP server
37★ repoNative macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.
qwe4559999/scopus-mcp/io.github.qwe4559999/scopus-mcp MCP server
37★ repoA Model Context Protocol server for the Elsevier Scopus API
swimmwatch/cloakbrowser-mcp/io.github.swimmwatch/cloakbrowser-mcp MCP server
37★ repoPlaywright MCP-compatible browser automation bridge for CloakBrowser Chromium.
webdriverio/mcp/io.github.webdriverio/mcp MCP server
37★ repoMCP server with WebdriverIO for browser and mobile app automation (iOS/Android via Appium)
Additive agent tool surface construction
ychampion/cskill-agents/agents/claude-code/skills/additive-agent-tool-surface-construction Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
lanchuske/local-mcp-releases/com.local-mcp/local-mcp MCP server
no license36★ repoLet ChatGPT, Claude & Cursor use your Mac: email, calendar, iMessage, Teams, files. Local, free.
ArtKeyAi/bhived-mcp/io.github.ArtKeyAi/bhived-mcp MCP server
36★ repoShared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.
ATXP — Agent Payment & Wallet Infrastructure
atxp-dev/atxp/io.github.atxp-dev/atxp MCP server
36★ repoAgent wallet, email, phone, and 41 paid tools: search, image/video/music gen, SMS, calls.
introfini/mcp-server-zotero-dev/io.github.introfini/mcp-server-zotero-dev MCP server
36★ repoMCP server enabling AI assistants to build, test, and debug Zotero plugins
n24q02m/better-notion-mcp/io.github.n24q02m/better-notion-mcp MCP server
36★ repoMarkdown-first MCP server for Notion API with 8 composite tools and 39 actions.
rwestergren/cronometer-api-mcp/io.github.rwestergren/cronometer-api-mcp MCP server
36★ repoMCP server for Cronometer nutrition tracking — food logs, diary, macros, fasting
ToolMonsters/handoff-skill Skill
35★Claude skill: turn your current conversation into a complete handoff document so any LLM can pick up exactly where you left off
InsForge/insforge-mcp/io.github.InsForge/insforge-mcp MCP server
35★ repoMCP server for InsForge BaaS — database, storage, edge functions, and deployments
Kzino/vorim-mcp-server/io.github.Kzino/vorim-mcp-server MCP server
35★ repoAI agent identity, permissions, trust scores, and tamper-evident audit trails via Vorim AI
Vorim-AI-Labs/vorim-mcp-server/io.github.Vorim-AI-Labs/vorim-mcp-server MCP server
35★ repoAI agent identity, permissions, trust scores, and tamper-evident audit trails via Vorim AI
bakhtiersizhaev/openevidence-mcp/io.github.bakhtiersizhaev/openevidence-mcp MCP server
35★ repoUnofficial MCP server connecting OpenEvidence to AI agents via authenticated browser sessions
chrismcdermut/proletariat/io.github.chrismcdermut/proletariat-cli MCP server
35★ repoAgent orchestration platform - multi-agent spawning, tickets, boards, and workflows
ethbak/icon-composer-mcp/io.github.ethbak/icon-composer-mcp MCP server
35★ repoCLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+)
jakobwennberg/fortnox-mcp/io.github.jakobwennberg/fortnox MCP server
35★ repoMCP server for Fortnox Swedish accounting API integration
mybolide/mcp-probe-kit/io.github.mybolide/mcp-probe-kit MCP server
35★ repoSpec-driven dev workflow MCP: start_* orchestration, memory, GitNexus, quality gates.
nirholas/UCAI/io.github.nirholas/abi-to-mcp MCP server
no license35★ repoUCAI — The ABI-to-MCP Server Generator. Convert any smart contract ABI into an AI-ready MCP server.
selvage-lab/selvage/io.github.selvage-lab/selvage MCP server
no license35★ repoAn LLM-based code review MCP server with AST-powered smart context extraction
trsdn/mcp-server-ppt/io.github.trsdn/mcp-server-ppt MCP server
35★ repoPowerPoint automation for AI - Slides, Shapes, Text, Charts and more. Windows only.
shuntacurosu/llm_council_skill Skill
no license34★A Claude Skill that orchestrates multiple LLMs as a council, generating collective intelligence through peer review and chairman synthesis
Abhigyan-Shekhar/Waggle-mcp/io.github.Abhigyan-Shekhar/Waggle-mcp MCP server
34★ repoPersistent graph-backed conversational memory for AI agents.
BetaBots-LLC/callimachus/io.github.BetaBots-LLC/callimachus MCP server
34★ repoMCP server for Callimachus: local index and search of your AI coding-agent threads
Decodo/mcp-server/io.github.Decodo/mcp-server MCP server
no license34★ repoEnable your AI agents to scrape and parse web content dynamically, including geo-restricted sites
DiaaAj/a-mem-mcp/io.github.DiaaAj/a-mem-mcp MCP server
34★ repoSelf-evolving memory system for AI agents
sap/mdk-mcp-server/io.github.SAP/mdk-mcp-server MCP server
34★ repoModel Context Protocol (MCP) server for AI-assisted development of MDK applications.
Librecrawl — Technical SEO Audit MCP Server
adityaarsharma/librecrawl-technical-seo-audit-mcp/io.github.adityaarsharma/librecrawl-technical-seo-audit-mcp MCP server
34★ repoSelf-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl.
couchbase/mcp-server-couchbase/io.github.couchbase/mcp-server-couchbase MCP server
34★ repoCouchbase Model Context Protocol Server to interact with Couchbase clusters
gate/gate-mcp/io.github.gateio-dev/gate-dex MCP server
34★ repoGate DEX MCP for wallet auth, transfers, swaps, token info, market data, and RPC access.
Proximo — the Proxmox MCP you can hand the keys
john-broadway/proximo/io.github.john-broadway/proximo-proxmox MCP server
34★ repoThe Proxmox MCP you can hand the keys: VE/PBS/PMG/PDM, every op planned, audited, undoable.
trip2g/trip2g/io.github.trip2g/trip2g MCP server
34★ repoServe a folder of Markdown notes as an MCP server: hybrid search, reading, and sourced answers.