General capabilities
What an AI assistant can do regardless of the software: search, browse, remember, and common jobs.
All listings
12,781Sorted: taking turns between tools, official first within each tool.Show all, including less active listings
- Apify MCP ServerOfficial
Apify
MCP serverLocal or remoteMITlicenceUpdated Nov 10, 202615.6KGitHub stars - firecrawl-build-interactOfficial
Firecrawl
SkillISClicenceUpdated Nov 11, 2026200.7KGitHub stars - Perplexity API PlatformOfficial
Perplexity
MCP serverLocal or remoteMITlicenceUpdated Oct 21, 20262,620GitHub stars - tavily-mcpOfficial
Tavily
MCP serverLocal or remoteMITlicenceUpdated Nov 5, 20262,483GitHub stars - Brave Search MCP ServerOfficial
Brave · Brave Search
MCP serverRuns locallyMITlicenceUpdated Nov 9, 20261,567GitHub stars - bigquery-troubleshootingOfficial
Google · BigQuery
SkillApache-2.0licenceUpdated Nov 11, 202623.8KGitHub stars - cocounsel-legal:deep-researchOfficial
Thomson Reuters · Research
SkillApache-2.0licenceUpdated Nov 8, 20269,972GitHub stars - Helios Design System MCP serverOfficial
HashiCorp · Design
MCP serverRuns locallyMPL-2.0licenceUpdated Nov 10, 2026519GitHub stars - OfficialMCP serverLocal or remoteMITlicenceUpdated Nov 5, 20265,221GitHub stars
- analyzing-release-readinessOfficial
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 20263,464GitHub stars - add-agent-memoryOfficial
Redis
SkillMITlicenceUpdated Nov 5, 2026175GitHub stars - marketing-opsOfficial
Airtable
SkillMITlicenceUpdated Jul 21, 202653GitHub stars - running-release-testsOfficial
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 20263,464GitHub stars - home-assistant-docs-writing-styleOfficial
Home Assistant
SkillCC-BY-NC-SA-4.0licenceUpdated Nov 11, 202610.2KGitHub stars - documentationOfficial
GitHub
SkillMITlicenceUpdated Nov 11, 20265,616GitHub stars - awslabs.document-loader-mcp-server
awslabs · Documents
MCP serverRuns locallyApache-2.0licenceUpdated Nov 10, 20269,904GitHub stars - Google Ads + Meta Ads + SEO/GEO MCP
Ryze AI · Google Ads
MCP serverRemoteMITlicenceUpdated Oct 27, 20267,220GitHub stars - cloudflare-search
yrobot · Web search
MCP serverRuns locallyGPL-3.0licenceUpdated Mar 13, 202643GitHub stars - bedrock-image-mcp-server
Karl Wallbom (kalleeh) · Amazon Web Services
MCP serverRuns locallyApache-2.0licenceUpdated Nov 10, 20269,904GitHub stars - excel-data-analysis-and-report-generation
OpenSenseNova · Data analysis
SkillMITlicenceUpdated Nov 3, 20266,066GitHub stars - browser-use
Browser Use · Browser automation
MCP serverLocal or remoteMITlicenceUpdated Nov 10, 2026120.5KGitHub stars - vercel-composition-patterns
Vercel Labs · Frontend design
SkillMITlicenceUpdated Oct 28, 202633.9KGitHub stars - mcp-sequentialthinking-tools
spences10 · Reasoning
MCP serverRuns locallyMITlicenceUpdated Nov 10, 2026588GitHub stars - rust-mcp-filesystem
rust-mcp-stack · File system
MCP serverRuns locallyMITlicenceUpdated Aug 29, 2026185GitHub stars - firecrawl-build-onboardingOfficial
Firecrawl
SkillISClicenceUpdated Nov 11, 2026200.7KGitHub stars - OfficialSkillApache-2.0licenceUpdated Oct 30, 20262,496GitHub stars
- tavily-searchOfficial
Tavily
SkillMITlicenceUpdated Nov 9, 2026490GitHub stars - bx-searchOfficial
Brave Software · Brave Search
SkillMIT-0licenceUpdated Nov 9, 2026196GitHub stars - DebugMCPOfficial
Microsoft · Debugging
MCP serverRuns locallyMITlicenceUpdated Nov 4, 2026581GitHub stars - websets-mcp-serverOfficial
Exa Labs · Exa
MCP serverLocal or remoteMITlicenceUpdated Sep 21, 20267GitHub stars - OfficialSkillMITlicenceUpdated Nov 11, 202640GitHub stars
- OfficialSkillApache-2.0licence
- code-reviewOfficial
Microsoft · Code review
SkillMITlicenceUpdated Nov 11, 2026195.3KGitHub stars - docs-designOfficial
GitHub
SkillMITlicenceUpdated Nov 11, 20265,616GitHub stars - OfficialSkillUpdated Nov 4, 2026504GitHub stars
- xlsx
anthropics · Documents
SkillApache-2.0licenceUpdated Nov 6, 2026192.6KGitHub stars - google-maps-local-seo
cablate · Google Maps Platform
SkillMITlicenceUpdated Oct 22, 2026492GitHub stars - perplexity-web-mcp-cli
jacob-bd · Perplexity
MCP serverRuns locallyMITlicenceUpdated Oct 4, 2026207GitHub stars - slack-gif-creator
Anthropic · Slack
SkillApache-2.0licenceUpdated Nov 6, 2026192.6KGitHub stars - github-deep-research
ByteDance · GitHub
SkillMITlicenceUpdated Nov 11, 202685.2KGitHub stars - OmniSearch
sydasif · Web search
MCP serverRuns locallyMITlicenceUpdated Nov 8, 202625GitHub stars - linkedin-humanizer
sergebulaev · Writing and editing
SkillMITlicenceUpdated Nov 10, 20265,822GitHub stars - vercel-react-native-skills
Vercel Labs · Frontend design
SkillMITlicenceUpdated Oct 28, 202633.9KGitHub stars - mcp-server-mas-sequential-thinking
FradSer · Reasoning
MCP serverRuns locallyUpdated Oct 27, 2026306GitHub stars - mcp-filesystem-server
Mark3 Labs · File system
MCP serverRuns locallyMITlicenceUpdated Nov 24, 2025698GitHub stars - TDD-MCP
chrislucian-hunterindustries · Testing
MCP serverRuns locallyUpdated Nov 9, 20268GitHub stars - data-analysis-mcp
boyzhang666 · Data analysis
MCP serverRuns locallyMITlicenceUpdated Mar 20, 20267GitHub stars - open-browser-use
iFurySt · Browser automation
MCP serverRuns locallyMITlicenceUpdated Nov 3, 2026419GitHub stars - firecrawl-build-scrapeOfficial
Firecrawl
SkillISClicenceUpdated Nov 11, 2026200.7KGitHub stars - apify-actorizationOfficial
Apify
SkillApache-2.0licenceUpdated Oct 30, 20262,496GitHub stars - tavily-entityOfficial
Tavily
SkillMITlicenceUpdated Nov 9, 2026490GitHub stars - answersOfficial
Brave Software · Brave Search
SkillMITlicenceUpdated Nov 9, 2026196GitHub stars - OpenImageDebugger MCPOfficial
Open Image Debugger · Debugging
MCP serverRuns locallyMITlicenceUpdated Nov 9, 2026251GitHub stars - OfficialSkillMITlicenceUpdated Nov 11, 20265,616GitHub stars
- OfficialSkillUpdated Nov 4, 2026504GitHub stars
- OfficialMCP serverRemoteMITlicenceUpdated Sep 21, 202627GitHub stars
- matlab-read-documentationOfficial
MathWorks · Documentation
SkillUpdated Nov 9, 20261,289GitHub stars - matlab-optimize-memoryOfficial
MathWorks · Memory
SkillUpdated Nov 9, 20261,289GitHub stars - build-with-calcite-design-systemOfficial
Esri · Design
SkillApache-2.0licenceUpdated Nov 9, 202611GitHub stars - gsc-seo-optimizer
davepoon · Google Search Console
SkillMITlicenceUpdated Nov 9, 20263,738GitHub stars - xlsx-author
anthropics · Documents
SkillApache-2.0licenceUpdated Oct 28, 202641.2KGitHub stars - perplexity
Zapier · Perplexity
SkillElastic-2.0licenceUpdated Aug 25, 2026185GitHub stars - linkedin-humanizer
sergebulaev · Writing and editing
SkillMITlicenceUpdated Nov 10, 20265,822GitHub stars - video-generation
AiToEarn · Image and video generation
SkillMITlicenceUpdated Nov 11, 202627.6KGitHub stars - deep-research
Cheng-I Wu · Research
SkillCC-BY-NC-4.0licenceUpdated Nov 11, 202656.4KGitHub stars - vercel-react-view-transitions
Vercel Labs · Frontend design
SkillMITlicenceUpdated Oct 28, 202633.9KGitHub stars - open-webSearch
Aas-ee · Web search
MCP serverRuns locallyApache-2.0licenceUpdated Nov 11, 20261,900GitHub stars - iflow-mcp_undoom-douyin-data-analysis
undoom (kk520879) · Data analysis
MCP serverRuns locallyMITlicenceUpdated Sep 26, 202524GitHub stars - UnitTest_Generator_MCP
ajithksr · Testing
MCP serverRuns locallyUpdated Mar 21, 20263GitHub stars - file-manager
Naga Team (rtgs2017) · File system
SkillAGPL-3.0licenceUpdated Nov 1, 20261,546GitHub stars - sequential-thinking
mrgoonie (ClaudeKit) · Reasoning
SkillUpdated Apr 3, 20262,240GitHub stars - browser-automation
sickn33 · Browser automation
SkillMITlicenceUpdated Nov 10, 202649.5KGitHub stars - firecrawl-build-searchOfficial
Firecrawl
SkillISClicenceUpdated Nov 11, 2026200.7KGitHub stars - OfficialSkillApache-2.0licenceUpdated Oct 30, 20262,496GitHub stars
- tavily-listOfficial
Tavily
SkillMITlicenceUpdated Nov 9, 2026490GitHub stars - bxOfficial
Brave Software · Brave Search
SkillMITlicenceUpdated Nov 9, 2026196GitHub stars - a11y-debuggingOfficial
ChromeDevTools · Chrome DevTools
SkillApache-2.0licence - developer-securityOfficial
GitHub
SkillMITlicenceUpdated Nov 11, 20265,616GitHub stars - OfficialSkillMITlicenceUpdated Nov 11, 202640GitHub stars
- OfficialSkillMITlicence
- Esri MCP server for developer documentationOfficial
Esri · Documentation
MCP serverRemote - second-brain-cloudflare
Rahil Pirani · Memory
MCP serverRemoteMITlicenceUpdated Nov 10, 2026858GitHub stars - perplexity-search
jimmc414 · Perplexity
SkillUpdated Oct 9, 2026607GitHub stars - xlsx
agentscope-ai · Documents
SkillApache-2.0licenceUpdated Nov 10, 202637.6KGitHub stars - gsc-seo-optimizer
Tracetify · Google Search Console
SkillMITlicence - linkedin-humanizer
uplika · Writing and editing
SkillMITlicenceUpdated Nov 6, 20263GitHub stars - ui-ux-pro-max
Next Level Builder · Design
SkillMITlicenceUpdated Nov 10, 2026148KGitHub stars - web-design-guidelines
Vercel Labs · Frontend design
SkillMITlicenceUpdated Oct 28, 202633.9KGitHub stars - algorithmic-art
Anthropic · Image and video generation
SkillApache-2.0licenceUpdated Nov 6, 2026192.6KGitHub stars - deep-research
sanjay3290 · Research
SkillApache-2.0licenceUpdated Nov 2, 2026454GitHub stars - tdd-mcp
Tin Man Coding · Testing
MCP serverRuns locallyMITlicenceUpdated Jul 12, 20251GitHub stars - exploratory-data-analysis
K-Dense · Data analysis
SkillMITlicenceUpdated Nov 9, 202656.8KGitHub stars - file-system-brain-mcp
andylow92 · File system
MCP serverRuns locallyUpdated Nov 8, 2026149GitHub stars - kindly-web-search-mcp-server
Shelpuk AI Technology Consulting · Web search
MCP serverRuns locallyMITlicenceUpdated Oct 19, 2026404GitHub stars - browser-automation
OpenClaw · Browser automation
SkillMITlicenceUpdated Nov 11, 2026394.3KGitHub stars - sequential-thinking
andreibesleaga · Reasoning
SkillCC-BY-SA-4.0licenceUpdated Nov 9, 202623GitHub stars - firecrawl-buildOfficial
Firecrawl
SkillISClicenceUpdated Nov 11, 2026200.7KGitHub stars - OfficialSkillApache-2.0licenceUpdated Oct 30, 20262,496GitHub stars
- tavily-monitorOfficial
Tavily
SkillMITlicenceUpdated Nov 9, 2026490GitHub stars - images-searchOfficial
Brave Software · Brave Search
SkillMITlicenceUpdated Nov 9, 2026196GitHub stars
Categories in this area
- Web search, scraping and browsing8 tools · 459 servers · 488 skills
- Memory, files and reasoning3 tools · 929 servers · 966 skills
- Coding work4 tools · 191 servers · 3,090 skills
- Design work3 tools · 52 servers · 901 skills
- Writing and marketing3 tools · 445 servers · 3,669 skills
- Documents, data and research3 tools · 419 servers · 1,244 skills
Tools in General capabilities
- Frontend design384
- Firecrawl136
- Perplexity77
- Brave Search37
- Apify261
- Code review1230
- Tavily56
- Memory1771
- Web search231
- Design440
- SEO1451
- Marketing1078
- File system89
- Research375
- Data analysis181
- Browser automation131
- Reasoning38
- Exa59
- Testing381
- Debugging772
- Documents1107
- Writing and editing1614
- Image and video generation136
- Documentation901