# KitScout
> Agent tool finder: MCP servers, Agent Skills and Claude Code plugins sorted into categories (L1 > L2 > platform), with GitHub signals and live checks. Nothing is marked tested until our harness has run it.

## Web & Browser
- [Web search engines & search APIs](data/web-search.json): 4905 tools
- [Scraping, crawling & page-to-text](data/web-scrape.json): 1775 tools
- [Browser automation (click, fill, screenshot)](data/web-browser.json): 947 tools
- [SEO & site audits](data/web-seo.json): 1334 tools
## Software Development
- [Git hosting, PRs, issues & code review](data/dev-git.json): 1119 tools
- [Code search, analysis, refactoring & languages](data/dev-code.json): 3343 tools
- [Testing & QA](data/dev-test.json): 848 tools
- [Library & API documentation lookup](data/dev-docs.json): 334 tools
- [Frontend, UI components & design-to-code](data/dev-frontend.json): 1436 tools
- [Mobile apps](data/dev-mobile.json): 215 tools
- [Game development & engines](data/dev-gamedev.json): 431 tools
## Data & Databases
- [SQL databases](data/data-sql.json): 1320 tools
- [NoSQL, key-value & search engines](data/data-nosql.json): 118 tools
- [Warehouses & analytics (BigQuery, Snowflake...)](data/data-warehouse.json): 259 tools
- [Vector databases & embeddings](data/data-vector.json): 323 tools
- [Files, spreadsheets, CSV & PDFs](data/data-files.json): 3600 tools
## Cloud & DevOps
- [Hosting & deployment](data/cloud-deploy.json): 778 tools
- [Cloud providers & infrastructure as code](data/cloud-infra.json): 848 tools
- [Containers & Kubernetes](data/cloud-containers.json): 179 tools
- [Monitoring, logs & incidents](data/cloud-observe.json): 580 tools
## Productivity & Office
- [Notes, docs & knowledge bases](data/work-docs.json): 2318 tools
- [Office suites (Google Workspace, Microsoft 365)](data/work-office.json): 384 tools
- [Project & task management](data/work-pm.json): 2443 tools
- [Calendar & scheduling](data/work-calendar.json): 231 tools
- [CRM & sales](data/work-crm.json): 387 tools
## Communication
- [Team chat (Slack, Discord, Teams)](data/comms-chat.json): 526 tools
- [Email](data/comms-email.json): 711 tools
- [Messaging apps & SMS](data/comms-messaging.json): 438 tools
- [Social media](data/comms-social.json): 868 tools
## Media & Design
- [Image generation & editing](data/media-image.json): 1309 tools
- [Video creation & editing](data/media-video.json): 1644 tools
- [Audio, speech & transcription](data/media-audio.json): 666 tools
- [Design tools (Figma, Canva...)](data/media-design.json): 1074 tools
## Business & Finance
- [Payments & billing](data/biz-payments.json): 867 tools
- [Accounting & invoicing](data/biz-accounting.json): 1018 tools
- [Market data, stocks & crypto](data/biz-markets.json): 3183 tools
- [E-commerce & marketplaces](data/biz-commerce.json): 2318 tools
- [Marketing, ads & analytics](data/biz-marketing.json): 1098 tools
- [Legal & compliance documents](data/biz-legal.json): 736 tools
## AI & Agents
- [Agent memory & context](data/ai-memory.json): 2202 tools
- [Model access, routing & LLM APIs](data/ai-models.json): 2012 tools
- [Multi-agent, orchestration & workflows](data/ai-agents.json): 7316 tools
- [Thinking, planning & prompt tools](data/ai-reasoning.json): 1663 tools
## Security
- [Code & dependency scanning](data/sec-appsec.json): 1457 tools
- [Secrets & identity](data/sec-secrets.json): 401 tools
- [Pentest & threat intel](data/sec-offense.json): 370 tools
## Knowledge & Everyday
- [Research, papers & reference data](data/life-research.json): 929 tools
- [Maps, travel & weather](data/life-maps.json): 1556 tools
- [Health & science](data/life-health.json): 743 tools
- [Education & learning](data/life-edu.json): 345 tools
- [Government & public data](data/life-gov.json): 631 tools
- [Games, entertainment & hobbies](data/life-fun.json): 307 tools
## Other
- [Does not fit any category](data/other-misc.json): 17334 tools