Catalog
MCP servers and skills for AI coding agents. Filter by category and sort by what matters to you.
Access repos, issues, PRs, code search and GitHub Actions from your AI agent.
Up-to-date documentation for any library, fetched in real-time for LLMs.
Design system and visual quality bar for frontend code. Prevents generic AI output.
Browser automation: navigate, screenshot, fill forms, and test web pages.
Red-green-refactor enforcement. Failing test must exist before implementation.
Hypothesis-driven bug fixing. No random code mutations allowed.
Manage EC2, S3, Lambda and other AWS services through natural language.
Read, write and query PostgreSQL databases directly from your AI agent.
Hosted MCP connecting your agent to 1,000+ generative models: image, video, audio, 3D and upscaling. Free server, pay only for model runs.
Spec and requirements to written implementation plan before touching code.
Evidence before success claims. Run and read output before asserting done.
Lazy senior dev mode. YAGNI, stdlib-first, shortest working diff wins.
Lightweight local database access for agents. Ideal for agentic memory loops.
Enterprise-grade version control integration with GitLab repositories and CI/CD.
Spin up, tear down and manage Docker containers from natural language.
Web search API optimized for LLMs. Perfect for RAG pipelines.
Manage Cloudflare Workers, KV, R2 and DNS from your AI agent.
Manage Supabase projects, databases, auth and storage via AI.
Extract CSS tokens, layout structures and design specs from Figma files.
Knowledge graph-based persistent memory for AI models across sessions.
Image and video generation from your agent via hosted endpoint. 30+ models incl. Soul, Flux, Kling, MiniMax Hailuo and Veo. OAuth, no API key needed.
Official hosted server giving your agent search, ask, research and reason tools backed by Perplexity models.
Production-ready server for real-time search, extract, map and crawl. Returns LLM-optimized structured results.
Web scraping, crawling and search that returns agent-ready markdown content from any URL.
Technical verification gate before implementing review feedback.
Break 2+ independent tasks into parallel sub-agents for faster execution.
Best practices for using the Claude API: streaming, tools, prompts and more.
Browser automation skill for navigation, clicking, form filling and screenshots.
Direct MySQL database interactions for enterprise and legacy systems.
Ingest and analyze production error logs in real-time from Sentry.
Manage Linear issues, projects and cycles directly from your AI agent.
Infrastructure as code management with Terraform from your AI agent.
Search, read and manage Google Drive files with automatic format conversion.
Deploy, manage and monitor Vercel projects and serverless functions.
Manage Google Cloud services: Compute, Storage, BigQuery and more.
Read channel context, search messages and post updates from your AI agent.
Connect your company wiki directly into your coding agent context.
Read, search and send emails through Gmail from your AI agent.
Read, write and manage local files with sandboxed directory access.
Manage payments, subscriptions and invoices through Stripe API.
Generate cinematic video from your agent. Credit-based API with cost that scales per model (wan3, Seedance 2.5).
Text-to-speech and audio generation from your agent via OAuth. Convert agent output into spoken audio.
Neural web search built for AI agents. Semantic search, similarity search and content retrieval.
Official server exposing thousands of Apify Actors as web scraping and automation tools for your agent.
Cloud headless browser for agents to click, fill and navigate real pages with session recording.
Structured merge, PR or cleanup decision when implementation is complete.
Create, edit and verify new SKILL.md files with schema enforcement.
Explore user intent, requirements and design before any creative work.
Generate PDF, DOCX, PPTX and XLSX documents from structured data.
Generate comprehensive tests with edge cases and boundary conditions.
Full OWASP Top 10 security scan with actionable remediation steps.
Direct browser control via CDP for web interaction, automation and screenshots.
Graph database access for mapping complex relationships and knowledge graphs.
NoSQL document database access for flexible data operations.
Create, search and update Jira issues and boards from your AI agent.
Headless Chrome browser automation for scraping, testing and screenshots.
Access Obsidian vault notes, search knowledge bases and link concepts.
Forces step-by-step logical reasoning for complex problem solving.
Scan code and dependencies for security vulnerabilities with Snyk.
Query petabyte-scale datasets with BigQuery SQL from your agent.
Send messages, manage channels and automate Telegram bots from your agent.
Hosted endpoint for image and video generation. OAuth auth, compute deducted from your workspace.
Text-to-image generation with industry-leading text rendering (~90% accuracy) from your agent via API.
Enterprise web data platform: scrapers, SERP APIs and proxy networks made available to your agent.
Google SERP API for agents: search, maps, news, images and more with fast structured results.
Connect your agent to 250+ apps and tools with managed auth and tool execution.
Isolated workspace setup via native tools or git worktree fallback.
Analyze any codebase structure, dependencies and patterns. Get personalized skill recommendations.
Safely refactor code with test verification. Changes must pass all tests.
End-to-end testing workflows with Playwright and Cypress.
Detect hardcoded secrets, API keys and credentials in code before commit.
Generate accurate documentation from source code with JSDoc, TypeDoc or Sphinx.
Safe database migrations with rollback plans and data validation.
Dockerfile creation, optimization and multi-stage build patterns.
Create, debug and optimize GitHub Actions workflows.
Modern web design patterns, responsive layouts and accessibility.
Map any codebase into a structured onboarding guide for new developers.
Cache and session management through Redis for high-performance data access.
Query and manage Kubernetes clusters, pods and deployments via AI.
HTTP/REST API calls without heavy browser overhead. Lightweight data fetching.
Read and manage calendar events, schedules and meeting bookings.
Enterprise knowledge base integration with Atlassian Confluence.
Build, test and deploy React Native apps through Expo services.
Send messages, manage channels and interact with Discord communities.
Full-text search and analytics engine access for log analysis.
Text-to-video and image-to-video generation featuring aspect ratios and loop videos via the AceDataCloud API.
Image and video generation API (SDXL, Flux, Kling, Seedance). Pay per request with 1M+ generations daily.
Voice AI agents: make and receive calls, manage voice agents and workflows from your agent.
Fan a single agent action out to hundreds of downstream apps with managed auth.
Profile frontend, backend and memory performance bottlenecks systematically.
Audit dependencies for security vulnerabilities, outdated packages and license issues.
Create and debug GitHub Actions, GitLab CI and other CI/CD pipelines.
Automated OWASP Top 10 vulnerability scanning for web applications.
Scan project dependencies for known CVEs and supply chain risks.
Write comprehensive README files with badges, sections and examples.
Create charts, dashboards and diagrams with Chart.js, D3 or matplotlib.
Terraform module creation, state management and best practices.
Build reusable UI components with React, Vue or Svelte patterns.
Automate email workflows: drafts, sequences and follow-ups.
Full Todoist REST API integration: create, list and manage tasks.
Local business and POI search powered by Brave Search.
OWASP Top 10 security scanning and vulnerability assessment.
Access Google Analytics reports and metrics from your AI agent.
Connect bank accounts and access financial data through Plaid.
Google SERP and search results API for agents: rank tracking, shopping, news, maps and web search.
Generate comprehensive API documentation from code comments and routes.
Load testing and stress testing with k6, Artillery or Locust.
Auto-generate changelogs from git history and conventional commits.
Build and manage ETL pipelines with Python, dbt or Airflow.
Kubernetes manifests, Helm charts and cluster management.
Convert Figma designs to production-ready React or HTML/CSS code.
Structured competitor analysis with feature comparison and market positioning.
Write structured blog posts with SEO optimization and engaging introductions.
Manage Outlook emails, calendar events and contacts programmatically.
Manage Trello boards, lists and cards through natural language.
Accurate local time and timezone manipulation for scheduling.
Product analytics and user behavior tracking through Mixpanel.
API contract testing with Pact or similar frameworks.
Set up monitoring, alerting and observability with Prometheus and Grafana.
Market sizing, TAM/SAM/SOM analysis and trend identification.