MCP & tools
8,994 rows, by stacks then stars
960 of these skill files have been read, by 780 distinct authors, and what they tell an agent counted. What MCP & tools authors agree on, and what they forbid
jfrog/jfrog-mcp-server/io.github.jfrog/jfrog-mcp-server MCP server
no license11★ repoMCP Server for JFrog, providing tools for development and artifact management.
anneschuth/pinchwork/io.github.pinchwork/pinchwork-mcp MCP server
11★ repoMCP server for Pinchwork - an agent-to-agent task marketplace with credits-based economy
saucelabs/sauce-api-mcp/io.github.saucelabs-sample-test-frameworks/sauce-api-mcp MCP server
11★ repoAn open-source MCP server that provides LLM access to the Sauce Labs API
spanlens/Spanlens/io.github.spanlens/mcp-server MCP server
11★ repoQuery Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.
srprasanna/mcp-skill-hub/io.github.srprasanna/mcp-skills-server MCP server
11★ repoMCP server that loads and serves skills from a mounted directory with hot reload.
0x-Professor/Agent-Skills-Hub/skills/agentic-mcp-server-builder Skill
10★ repoPublic skill pack for AI coding/automation/penetration-testing agents.
Ruisi-Lu/github-loop-engineering-skill/skills/github-loop-engineering-skill Skill
10★ repoGitHub-native Loop Engineering skill: evidence-gated Issues and Projects workflows over the official GitHub MCP Server.
wei/mymlh-mcp-server/ci.git/mymlh-mcp-server MCP server
no license10★ repoOAuth-enabled MyMLH MCP server for accessing MyMLH data.
AutomoxCommunity/automox-mcp/com.automox/automox-mcp MCP server
10★ repoOfficial MCP server for Automox. Manage devices, patches, and policies in natural language.
clipkit-video/clipkit/dev.clipkit/clipkit MCP server
10★ repoMCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
BeppeTemp/cartographer/io.github.BeppeTemp/cartographer MCP server
10★ repoGovernance MCP server for agent-maintained knowledge bases (OKF): git-backed writes, search, lint.
Brandsystem MCP — Brand Guidelines for AI
Brandcode-Studio/brandsystem-mcp/io.github.Brandcode-Studio/brandsystem-mcp MCP server
10★ repoUse existing brand guidelines with AI. Turn websites, PDFs, and Figma into a .brand runtime.
Combjellyshen/ZoteroBridge/io.github.Combjellyshen/zotero-bridge MCP server
10★ repoMCP Server for Zotero SQLite Database - collection, tagging, PDF reading and more.
Harusame64/desktop-touch-mcp/io.github.Harusame64/desktop-touch-mcp MCP server
10★ repoComputer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.
Paparats – Local Semantic Code Search MCP
IBazylchuk/paparats-mcp/io.github.IBazylchuk/paparats-mcp MCP server
10★ repoLocal-first semantic code search across all your repos. Private context for AI coding assistants.
JhostinAleck/brightspace-mcp/io.github.JhostinAleck/brightspace MCP server
10★ repoMCP server for D2L Brightspace. Multi-auth, 26+ tools, MCP Resources, Prompts, and web dashboard.
KSAklfszf921/skolverket-mcp/io.github.KSAklfszf921/skolverket-mcp MCP server
10★ repoMCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Education
MarcelRoozekrans/memorylens-mcp/io.github.MarcelRoozekrans/memorylens-mcp MCP server
10★ repoMCP server for .NET memory profiling with JetBrains dotMemory integration
Ninjabeam20/SportIQ-MCP/io.github.Ninjabeam20/sportiq-mcp MCP server
10★ repoMCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, strategy, fantasy.
PsYcGoD/sage/io.github.PsYcGoD/sage MCP server
10★ repoCLI wrapper and MCP server for AI coding agents with local history and compressed output.
Selenium39/mcp-server-tempmail/io.github.Selenium39/mcp-server-tempmail MCP server
no license10★ repoMCP server for temporary email management using ChatTempMail API
SnowLeopard-AI/bigquery-mcp/io.github.SnowLeopard-AI/bigquery-mcp MCP server
10★ repoA SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
SurgeX-Labs/awx-mcp-server/io.github.SurgeX-Labs/awx-mcp-server MCP server
no license10★ repoControl AWX/Ansible Tower through natural language - 49 tools for automation
adkit/ads-mcp/io.github.adkit/ads MCP server
10★ repoCreate, launch & analyze ad campaigns, spy on competitors — Meta, Google, TikTok & Reddit.
aibtcdev/aibtc-mcp-server/io.github.aibtcdev/mcp-server MCP server
no license10★ repoBitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, x402 payments.
alvinjchoi/gtasks-mcp/io.github.alvinjchoi/gtasks-mcp MCP server
10★ repoManage Google Tasks via MCP: list, search, create, update, move, and clear tasks.
bunnyf/pcb-mcp/io.github.bunnyf/kicad-mcp-server MCP server
10★ repoMCP server for AI-assisted PCB design with KiCad 9.x
fabkho/nuxt-i18n-mcp/io.github.fabkho/nuxt-i18n-mcp MCP server
10★ repoMCP server for managing i18n translations in Nuxt projects.
fixed-width/glass/io.github.fixed-width/glass MCP server
10★ repoMCP server giving a coding agent a build→see→interact→debug loop over native GUI apps.
howardpen9/grok-mcp/io.github.howardpen9/grok-mcp MCP server
10★ repoUse xAI Grok as a peer reviewer + PR gate from Claude Code, Cursor, Cline and any MCP host.
jcdreamjc/wudao-mcp/io.github.jcdreamjc/wudao-mcp MCP server
10★ repoRead-only China A-share data for AI agents: market, limit-up, capital flow and disclosures.
juanklagos/spec-driven-development-template/io.github.juanklagos/sdd-mcp MCP server
10★ repoSpec-Driven Development workflow: specs, plans, gates, status and logbook tools. Bilingual EN/ES.
ksimback/hermes-atlas-mcp/io.github.ksimback/hermes-atlas-mcp MCP server
10★ repoSearch and fetch 100+ Hermes Agent tools, skills, plugins, and integrations from hermesatlas.com.
laf-rge/quickbooks-mcp/io.github.laf-rge/quickbooks-mcp MCP server
10★ repoMCP server for QuickBooks Online API integration
mindstone/mcp-servers/io.github.mindstone/mcp-server-apple-shortcuts MCP server
no license10★ repoMCP server for Apple Shortcuts via the macOS shortcuts CLI
n24q02m/better-telegram-mcp/io.github.n24q02m/better-telegram-mcp MCP server
10★ repoTelegram MCP server — dual-mode Bot API + MTProto, composite tools.
n24q02m/mnemo-mcp/io.github.n24q02m/mnemo-mcp MCP server
10★ repoPersistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.
neverinfamous/db-mcp/io.github.neverinfamous/db-mcp MCP server
10★ repoSQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
olanokhin/openresearch-mcp/io.github.olanokhin/openresearch-mcp MCP server
10★ repoZero-auth research MCP: web, academic, finance, news, weather, macro, social, SEC. No keys.
osama-ata/p6xer-mcp-server/io.github.osama-ata/p6xer-mcp-server MCP server
10★ repoAn MCP server for Primavera P6 XER files.
rafapra3008/cervellaswarm/io.github.rafapra3008/lu-mcp-server MCP server
10★ repoVerify AI agent communication with session types and formal proofs
ravikant1918/sharepoint-mcp/io.github.ravikant1918/sharepoint-mcp MCP server
10★ repoMCP server for Microsoft SharePoint — manage folders, documents, and metadata.
rclone-ui/rclone-mcp/io.github.rclone-ui/rclone MCP server
no license10★ repoMCP server for the Rclone RC API, with selectable toolsets.
renezander030/agentic-task-system/io.github.renezander030/agentic-task-system MCP server
10★ repoMCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads
richer-richard/fenestra/io.github.richer-richard/fenestra-mcp MCP server
10★ repoRender and verify native Rust GUIs headlessly: access tree, query, a11y, screenshots, motion.
sbroenne/mcp-server-powerpoint/io.github.sbroenne/mcp-server-powerpoint MCP server
10★ repoPowerPoint automation for AI: slides, shapes, tables, charts, images, notes. Windows only.
signnow/sn-api-helper-mcp/io.github.signnow/sn-api-helper-mcp MCP server
10★ repoMCP server for SignNow API helper tools (stdio only).
smilemin07/korean-rnd-regs-mcp/io.github.smilemin07/korean-rnd-regs-mcp MCP server
10★ repoSearch South Korea's national R&D regulations in natural language with cited provisions.
wellknownmcp/cortex-gateway/io.github.wellknownmcp/cortex-gateway MCP server
10★ repoSelf-hosted federated MCP gateway: one OAuth 2.1 MCP server in front of N apps, user-level scopes.
whw23/searxng_http_mcp/io.github.whw23/searxng-http-mcp MCP server
10★ repoSelf-contained SearXNG metasearch MCP server. One Docker image, 200+ engines, privacy-first.
joshLong145/ambits/skills/ambit Skill
no license9★ repovisualize, and report code coverage within llm sessions
la-rebelion/hapimcp/ai.com.mcp/contabo MCP server
9★ repoContabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI MCP server
CryptoCultCurt appfolio mcp server
CryptoCultCurt/appfolio-mcp-server/ai.smithery/CryptoCultCurt-appfolio-mcp-server MCP server
9★ repoProvide seamless access to Appfolio Property Manager Reporting API through a standardized MCP serv…
Hint Services obsidian github mcp
Hint-Services/obsidian-github-mcp/ai.smithery/Hint-Services-obsidian-github-mcp MCP server
9★ repoConnect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analy…
isnow890/data4library-mcp/ai.smithery/isnow890-data4library-mcp MCP server
9★ repo책 싫어하는 제가 책에 대해 아는척하고 싶어서 만들었습니다.. 내 주변 도서관 실시간 대출 확인 읽고 싶은 책을 검색하면 주변 도서관 대출 가능 여부를 즉시 확인 굳이 도서관…
opsmill/infrahub-mcp/com.opsmill/infrahub-mcp MCP server
9★ repoAn MCP server connects your AI assistants to Infrahub using the open MCP standard.
scopeblind/scopeblind-gateway/com.scopeblind/protect-mcp MCP server
9★ repoFail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. Denies on any error.
stackhawk/stackhawk-mcp/com.stackhawk/stackhawk MCP server
no license9★ repoAn MCP server that provides interaction with StackHawk's security scanning platform.
0ics-srls/ui-ticket-mcp_public/io.github.0ics-srls/ui-ticket-mcp MCP server
no license9★ repoHuman-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP.
AryanBV/pdf-toolkit-mcp/io.github.AryanBV/pdf-toolkit-mcp MCP server
9★ repoWrite-capable PDF toolkit MCP: 22 tools to read, create, render, encrypt, merge & fill PDFs.