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
dappros/ethora-mcp-server/io.github.dappros/ethora-mcp-server MCP server
6★ repoMCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.
decantr-ai/decantr/io.github.decantr-ai/mcp-server MCP server
6★ repoAI frontend governance for Contract context, graph artifacts, drift evidence, and repair prompts.
dequelabs/axe-mcp-server-public/io.github.dequelabs/axe-mcp-server MCP server
no license6★ repoOfficial MCP server for Axe DevTools for Web.
dhamma-seeker/tripitaka-mcp/io.github.dhamma-seeker/tripitaka-mcp MCP server
no license6★ repoMCP server for the full Pāli Canon — search, cite, compare translations. Offered as Dhamma Dāna.
dimitrovakulenko/dwg-mcp-server/io.github.dimitrovakulenko/dwg-mcp-server MCP server
6★ repoRead-only MCP server for inspecting AutoCAD DWG files
dosev-ai/mcp-office/io.github.dosev-ai/mcp-office-excel MCP server
6★ repo65-tool Excel MCP server. Read, write, format, and export .xlsx files. Windows-first.
fcp-mcp — Final Cut Pro MCP Server
dreliq9/fcp-mcp/io.github.dreliq9/fcp-mcp MCP server
6★ repoFinal Cut Pro MCP — 88 tools: FCPXML engine, live FCP control, media analysis, puppets.
dsers/dsers-mcp-server/io.github.dsers/dsers-mcp-server MCP server
6★ repoOfficial DSers MCP for dropshipping: import, edit, price, and publish products to Shopify and Wix.
egulatee/mcp-server-codecov/io.github.egulatee/codecov MCP server
6★ repoMCP server for querying Codecov coverage data with configurable URL support
emailens/mcp/io.github.emailens/mcp MCP server
6★ repoEmail compatibility analysis across 15 clients — preview, audit, fix, diff, deliverability.
florentine-ai/mcp/io.github.florentine-ai/mcp MCP server
6★ repoMCP server for Florentine.ai - Natural language to MongoDB aggregations
hampsterx/claude-mcp-bridge/io.github.hampsterx/claude-mcp-bridge MCP server
6★ repoWraps Claude Code CLI as MCP tools: query, search, structured, ping, listSessions.
hampsterx/gemini-mcp-bridge/io.github.hampsterx/gemini-mcp-bridge MCP server
6★ repoMCP server wrapping Gemini CLI: query, review, search, structured output, and diff assessment.
hexamatic/pihole-mcp/io.github.hexamatic/pihole-mcp MCP server
6★ repoManage Pi-hole v6: DNS blocking, domains, clients, query analysis, DHCP, and multi-instance sync.
ibeal/tidal-mcp/io.github.ibeal/tidal-mcp MCP server
6★ repoMCP server for TIDAL - search tracks, manage playlists, and get personalized recommendations
ionos-cloud/ionoscloud-mcp/io.github.ionos-cloud/ionoscloud-mcp MCP server
6★ repoInspect IONOS CLOUD infrastructure via MCP
isakskogstad/OECD-MCP-server/io.github.isakskogstad/oecd-mcp MCP server
6★ repoOECD economic and statistical data via SDMX API. Access 5,000+ datasets across 17 categories.
jacksenechal/scan-mcp/io.github.jacksenechal/scan-mcp MCP server
6★ repoMCP server for scanner discovery and batch capture via SANE
jcucci/dotnet-sherlock-mcp/io.github.jcucci/dotnet-sherlock-mcp MCP server
6★ repo.NET assembly introspection MCP server with advanced reflection and type analysis capabilities
jgalea/mailbox-mcp/io.github.jgalea/mailbox-mcp MCP server
6★ repoMulti-account email MCP server for Gmail, IMAP, and JMAP: search, send, drafts, labels.
jwulff/apple-voice-memo-mcp/io.github.jwulff/apple-voice-memo-mcp MCP server
6★ repoAccess Apple Voice Memos on macOS. List, get audio, extract and generate transcripts.
PsychQuant/che-word-mcp/io.github.kiki830621/che-word-mcp MCP server
6★ repoSwift-native MCP server for Word (.docx) manipulation with 148 tools
kobzevvv/moldsim-mcp/io.github.kobzevvv/moldsim-mcp MCP server
6★ repoInjection molding simulation expertise — materials, process validation, and DFM checks
lazyants/lexware-mcp-server/io.github.lazyants/lexware MCP server
no license6★ repoMCP server for the Lexware Office API — invoices, contacts, articles, and vouchers.
lozit/mcp-standardnotes/io.github.lozit/mcp-standardnotes MCP server
6★ repoEnd-to-end encrypted access to a Standard Notes vault (protocol 004, local stdio only).
lukasschwarz/elster-mcp-server/io.github.lukasschwarz/elster-mcp-server MCP server
6★ repoDrive the German tax portal ELSTER via Puppeteer: submit UStVA, prepare EUER/ESt, sync inbox.
magpiecapital/magpie-x402/io.github.magpiecapital/magpie-mcp MCP server
6★ repoAgent-native lending on Solana via x402: borrow against tokens, arm in-vault TP/SL, repay.
mansurjisan/ocean-mcp/io.github.mansurjisan/coops-mcp MCP server
6★ repoNOAA CO-OPS tides, water levels, currents, and meteorological data
markswendsen-code/mcp-doordash/io.github.markswendsen-code/doordash MCP server
no license6★ repoMCP server for DoorDash - let AI agents order food delivery autonomously with browser-based ordering
marlenezw/publish-mcp-server/io.github.marlenezw/publish-mcp-server MCP server
6★ repoAn MCP server that helps developers publish their MCP servers to the registry
maxbaluev/accreted-intelligence/io.github.maxbaluev/accint MCP server
6★ repoLocal Work Model MCP server for agent work that learns from real outcomes.
Cities2 MCP and Modding Toolkit
mayor-modder/Cities2-MCP/io.github.mayor-modder/cities2-mcp MCP server
6★ repoCities: Skylines II wiki, encyclopedia, and mod workflow tools for AI agents.
mikusnuz/umami-mcp/io.github.mikusnuz/umami MCP server
6★ repoMCP server for Umami Analytics API v2 — websites, stats, events, reports, and realtime
mmorris35/devplan-mcp-server/io.github.mmorris35/devplan-mcp-server MCP server
no license6★ repoTransform project ideas into paint-by-numbers development plans with phases, tasks, and subtasks.
mrsknetwork/ytmcp/io.github.mrsknetwork/ytmcp MCP server
6★ repoInteract with YouTube data via the official Data API v3
nicolasramos/odoo-mcp/io.github.nicolasramos/odoo-mcp MCP server
6★ repoMCP server for Odoo 18 with 38 business tools
nushey/agents-md-generator/io.github.nushey/agents-md-generator MCP server
6★ repoAnalyzes codebases with tree-sitter and generates AGENTS.md files for AI coding agents.
olgasafonova/gleif-mcp-server/io.github.olgasafonova/gleif-mcp-server MCP server
6★ repoAccess the GLEIF LEI database for company verification, KYC, and ownership research.
penfieldlabs/penfield-mcp/io.github.penfieldlabs/penfield-mcp MCP server
6★ repoPersistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.
pshivapr/selenium-mcp/io.github.pshivapr/selenium-mcp MCP server
6★ repoSelenium Tools for MCP
r3352/redact-mcp/io.github.r3352/redact-mcp MCP server
no license6★ repoAuto-detects and obfuscates PII (IPs, emails, API keys, names) so Claude never sees real client data
spuentesp/lain/io.github.spuentesp/lain MCP server
6★ repoHigh-performance knowledge graph MCP server for AI coding agents with semantic search.
structured-world/gitlab-mcp/io.github.structured-world/gitlab-mcp MCP server
6★ repo58 CQRS tools exposing 230 GitLab operations across 26 entity types
sudomichael/search-console-mcp/io.github.sudomichael/search-console-mcp MCP server
6★ repoGoogle Search Console for any MCP client - 30-second login, no Google Cloud project. Read-only.
tunglt1810/figma-mcp-go/io.github.tunglt1810/figma-mcp-go MCP server
6★ repoFigma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools.
uindow/uindow/io.github.uindow/uindow MCP server
no license6★ repoReal signed-browser automation for AI agents, over a local stdio MCP server.
vassiliylakhonin/agenda-intelligence-md/io.github.vassiliylakhonin/agenda-intelligence-md MCP server
6★ repoEvidence-readiness MCP server: validate, audit, and score briefs, memos, and evidence packs.
vdalhambra/financekit-mcp/io.github.vdalhambra/financekit-mcp MCP server
6★ repoStock quotes, technical analysis, crypto prices, and portfolio insights for AI agents
vulnersCom/vulners-mcp/io.github.vulnersCom/vulners-mcp MCP server
no license6★ repoMCP server for the Vulners.com API
wklm/ioswebble-sdk/io.github.wklm/ios-web-bluetooth MCP server
no license6★ repoMCP server to ship Web Bluetooth on iPhone Safari via the WebBLE extension.
woyaxnini/mcp-ozon-seller/io.github.woyaxnini/ozon-seller MCP server
no license6★ repoMCP server for Ozon Seller API. 26 tools: products, prices, orders, analytics, finance, rating.
woyaxnini/mcp-max-messenger/io.github.woyaxnini/max-messenger MCP server
no license6★ repoMCP server for MAX Messenger by VK. 21 tools: messages, media, buttons, members, events.
yugui923/db-connect-mcp/io.github.yugui923/db-connect-mcp MCP server
6★ repoMulti-database MCP server for PostgreSQL, MySQL, and ClickHouse
yyordanov-tradu/stock-scanner-mcp/io.github.yyordanov-tradu/stock-scanner-mcp MCP server
6★ repoStock and crypto market data — 49 tools for quotes, technicals, options, SEC filings, and more.
zero-abd/llmmcp/io.github.zero-abd/llmmcp MCP server
no license6★ repoMCP server for real-time LLM API documentation — stop hallucinations
socialityio/sociality-mcp/io.sociality/sociality-mcp MCP server
6★ repoSocial media analytics, post insights, and competitor benchmarking for AI agents.
parlay-run/parlay-mcp/run.parlay/parlay MCP server
6★ repoRead-only MCP server for live Polymarket, Kalshi, Limitless odds; Manifold sentiment.
agentcentral-to/agent-central-mcp/to.agentcentral/amazon-seller-central MCP server
6★ repoHosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, Cursor, and agents.
theagenticguy/agentic-plugins/plugins/agentic-skills/skills/workbench-builder Skill
5★ repoPublic Claude Code plugin marketplace — installable skills and agents for AI coding agents. Drop-in capabilities you add with one command.
tercel/code-forge Skill
no license5★Complete development workflow — from TDD-driven implementation plans to execution, debugging, code review, git worktree management, branch lifecycle, and parallel agent dispatch.