Capability
Uses an MCP server agent skills
Skills whose files connect to a Model Context Protocol server or name MCP tools. Counted among the 742 skills with full pages, whose files the directory reads in full.
Highest-scoring with this capability: go-semantic-tools from eduardo-sl/go-agent-skills (93/100), agent-ready from mblode/agent-skills (91/100) and kaggle from shepsci/kaggle-skill (90/100).
- 60 listed skills
- 36 repositories
By category
AI Agents and LLM Engineering (10) · DevOps and Cloud (10) · Developer Tools and Frameworks (8) · Data, Analytics and Databases (7) · Video, Image, Audio and Creative (5) · Productivity and Knowledge Work (5) · Business, Sales and Finance (4) · Marketing and SEO (2) · Frontend and Design (2) · Writing and Editing (2) · Code Review and Code Quality (2) · Documents and Office Files (2) · Testing and QA (1)
All 60 skills
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| Skill | Repository | What it does |
|---|---|---|
| agent-ready 91/100 · A | mblode/agent-skills | Implements agent-readiness on sites and docs from scorecards like Mintlify Agent Score or AFDocs, including llms.txt coverage and agents hitting 404s on guessed URLs. |
| album-dashboard 82/100 · B | bitwize-music-studio/claude-ai-music-skills | Shows a structured album progress dashboard with percentage complete per phase, blocking items, and status breakdown for a quick visual overview. |
| angular-developer 81/100 · B | angular/skills | Generates Angular code and gives architectural guidance on components, services, signals, forms, routing, server rendering, accessibility, styling, testing, and CLI tooling. |
| angular-new-app 80/100 · B | angular/skills | Creates a new Angular application using the Angular CLI and provides guidelines for building a modern Angular app. |
| apollo-ios 86/100 · B | apollographql/skills | Guides building Apple-platform apps with Apollo iOS, covering project setup, code generation, ApolloClient configuration, GraphQL operations from SwiftUI, and tests with generated mocks. |
| appie-article-writer 77/100 · C | appierun/appie-mcp | Generate articles in an author voice through Appie.run’s hosted MCP service with your own project API key; light articles use 100 credits and deeply researched articles use 500 credits. |
| appie-chatbot 77/100 · C | appierun/appie-mcp | Create and train chatbots on text, URLs, sitemaps or articles through Appie.run’s hosted MCP service with your own project API key; chatbot messages use 1 credit each. |
| appie-url-shortener 77/100 · C | appierun/appie-mcp | Create short links and read click analytics through Appie.run’s hosted MCP service with your own project API key; each new link uses 1 credit and statistics are free. |
| atlassian 83/100 · B | sanjay3290/ai-skills | Manages Jira issues and Confluence wiki pages in Atlassian Cloud, including JQL and CQL searches, workflows, transitions, comments, and browsing spaces. |
| aws-agentic-ai 83/100 · B | zxkane/aws-skills | Guides deploying and managing AI agents on AWS Bedrock AgentCore, covering Gateway, Runtime, Memory, Identity, Observability, Evaluations, MCP tool integration, and governance workflows. |
| aws-cdk-development 85/100 · B | zxkane/aws-skills | Guides building AWS cloud infrastructure with CDK in TypeScript or Python, covering app structure, construct patterns, stack composition, and deployment workflows. |
| aws-cost-operations 83/100 · B | zxkane/aws-skills | Analyzes AWS bills and costs, sets up CloudWatch alarms, queries logs, audits CloudTrail activity, and assesses security posture to optimize AWS costs and operations. |
| aws-mcp-setup 80/100 · B | zxkane/aws-skills | Configures AWS MCP servers for documentation search and API access, covering both the full AWS MCP Server and the lightweight Documentation MCP. |
| aws-serverless-eda 83/100 · B | zxkane/aws-skills | Guides building serverless and event-driven applications on AWS, covering Lambda, API Gateway, DynamoDB, Step Functions, EventBridge, SQS, and SNS. |
| blog-image 80/100 · B | infrasity-labs/dev-gtm-claude-skills | Generates and edits blog images such as hero images, inline illustrations, social preview cards, and OG images using Gemini through MCP with structured prompts. |
| browser-use-to-stagehand 84/100 · B | browserbase/skills | Migrates browser-use Python automation scripts to Stagehand v3 TypeScript on Browserbase, mapping browser-use features and APIs to Stagehand primitives. |
| cloudflare 78/100 · C | cloudflare/skills | Helps discover and choose Cloudflare products for apps, APIs, AI agents, storage, networking, and security, even when the user names no product. |
| coinpaprika-api 83/100 · B | coinpaprika/skills | Queries the CoinPaprika API for cryptocurrency market data, including coin prices, tickers, exchanges, historical OHLCV data, and global market statistics. |
| competitor-analysis 79/100 · C | browserbase/skills | Researches competitors by auto-discovering them with the Browserbase Search API and studying each across a four-lane pattern, starting from the user's company. |
| costory-finops 80/100 · B | costory-io/costory-finops-mcp-skills | Route cloud-spend questions to Costory cost queries, investigations, allocation, dashboards and reports. Requires the Costory MCP, a workspace with connected billing data and browser OAuth; preview and confirm workspace changes. |
| create-image-gpt-image-fal 83/100 · B | gooseworks-ai/goose-skills | Generates a single photoreal or designed image with OpenAI gpt-image through fal.ai, using the edit variant when a reference image is provided. |
| dart-use-ffigen 81/100 · B | flutter/skills | Guides using package:ffigen to generate FFI bindings automatically instead of writing them by hand, for new bindings or C, Objective-C, and Swift integrations. |
| dexpaprika-api 80/100 · B | coinpaprika/skills | Queries the DexPaprika API, CLI, and streaming service for DEX data, including networks, pools, tokens, and trading activity. |
| doc-coauthoring 78/100 · C | getsentry/skills | Guides users through a structured workflow for co-authoring documentation, proposals, technical specs, and decision docs, including context transfer, iteration, and reader checks. |
| emblem-ai 81/100 · B | EmblemCompany/Agent-skills | Adds user management with multi-chain wallet authentication, AI assistant chat surfaces, and observability to apps, using React components, TypeScript SDKs, and session-based authentication. |
| firebase-crashlytics 76/100 · C | firebase/skills | Guides provisioning Firebase Crashlytics and using its SDK to add crash reporting to an application. |
| flutter-add-integration-test 77/100 · C | flutter/skills | Configures Flutter Driver for app interaction and converts MCP actions into permanent integration tests using the integration_test package. |
| geekflare 80/100 · B | geekflare/geekflare-skills | Search the live web, extract public page data, capture screenshots and PDFs, and check website health through Geekflare MCP or its REST API. |
| go-semantic-tools 93/100 · A | eduardo-sl/go-agent-skills | Navigates and analyzes Go codebases semantically with gopls, go list for dependency graphs, and go doc for APIs rather than text search. |
| google-calendar 80/100 · B | sanjay3290/ai-skills | Manages Google Calendar by listing calendars, viewing events, creating, updating and deleting events, finding free time, and responding to meeting invitations. |
| google-cloud-filestore-auditing 89/100 · B | google/skills | Audits Filestore instances on Google Cloud for disaster recovery readiness, overly permissive NFS export rules, and reliability compliance with Physical Zone Isolation and Separation. |
| google-cloud-solution-agentic-analytics-spark-knowledge-catalog 85/100 · B | google/skills | Discovers requirements and designs a governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark, with metadata governance. |
| google-cloud-solution-architecture 85/100 · B | google/skills | Discovers requirements interactively and designs multi-product system architectures, solution blueprints, and deployment recommendations for complex workloads on Google Cloud. |
| google-cloud-solution-hybrid-search-alloydb 85/100 · B | google/skills | Generates architecture, design, and deployment guidance for hybrid search systems combining semantic and keyword search, optimized for AlloyDB use cases. |
| google-cloud-solution-rag-enterprise-search-gke-sqldb 87/100 · B | google/skills | Generates architecture, design, and deployment guidance for a RAG-capable enterprise search system on Google Cloud, using a vector-enabled SQL database and Kubernetes containers. |
| google-sheets 80/100 · B | sanjay3290/ai-skills | Reads and writes Google Sheets spreadsheets, including getting content, updating cells, appending rows, fetching ranges, searching for spreadsheets, and viewing metadata. |
| google-slides 80/100 · B | sanjay3290/ai-skills | Reads and writes Google Slides presentations, including getting text, finding and creating presentations, adding slides, and replacing text, with standalone OAuth authentication. |
| huggingface-spaces 83/100 · B | huggingface/skills | Builds, deploys, and maintains applications on Hugging Face Spaces, including Gradio, Docker, and Static SDKs, ZeroGPU, debugging build failures, and inference providers. |
| kaggle 90/100 · A | shepsci/kaggle-skill | Handles Kaggle tasks when explicitly requested, covering competitions, datasets, models, notebooks, forums, benchmarks, hackathons, badges, and account setup. |
| load-pr-comments 76/100 · C | NeoLabHQ/context-engineering-kit | Loads open, unresolved PR review comments and aggregates them as task files in .specs/comments so parallel agents can fix them. |
| mcp-builder 89/100 · B | anthropics/skills | Guides building MCP servers that let LLMs use external services through tools, in Python with FastMCP or TypeScript with the MCP SDK. |
| mirrord-ci 83/100 · B | metalbear-co/skills | Helps set up mirrord in CI pipelines to run end-to-end, integration, or automated tests against real staging or shared Kubernetes clusters. |
| mirrord-config 83/100 · B | metalbear-co/skills | Generates, edits, and validates mirrord.json configuration files for connecting a local process to a Kubernetes environment, ensuring the output JSON is valid and schema-conformant. |
| model-exploration 80/100 · B | honeydew-ai/honeydew-ai-coding-agents-plugins | Explores the Honeydew semantic layer by discovering entities and fields, setting workspace and branch context, and running structured queries to spot-check field values. |
| query 71/100 · C | honeydew-ai/honeydew-ai-coding-agents-plugins | Queries and analyzes data through the Honeydew semantic layer, including natural language analysis questions, deep multi-step investigations, and structured queries. |
| query-debugging 77/100 · C | honeydew-ai/honeydew-ai-coding-agents-plugins | Inspects past Honeydew query executions, including client, semantic definition, compiled SQL, and who ran them, and helps debug failures. |
| review-pr 78/100 · C | NeoLabHQ/context-engineering-kit | Reviews an existing GitHub pull request and posts inline review comments on its diff, for changes that are already on an opened PR. |
| rover 84/100 · B | apollographql/skills | Guides using the Apollo Rover CLI to publish and fetch schemas, compose supergraphs, run local development, validate with check and lint, and configure authentication. |
| seo-dataforseo 88/100 · B | AgriciDaniel/claude-seo | Pulls live SEO data through the DataForSEO server, including SERP analysis, keyword research, backlink profiles, on-page and competitor analysis, and AI visibility tracking. |
| seo-image-gen 88/100 · B | AgriciDaniel/claude-seo | Generates AI images for SEO assets such as social preview images, blog hero images, product photos, and infographics, using Gemini through the nanobanana server. |
| serpapi-web-search 77/100 · C | serpapi/skills | Retrieves structured search data from 130+ engines, including Google Scholar citations, local business details, flight and hotel prices, and job listings. |
| skill-builder 81/100 · B | yusufkaraaslan/Skill_Seekers | Detects source types automatically and builds AI skills with Skill Seekers from documentation, repos, PDFs, videos, or other knowledge sources. |
| supabase 81/100 · B | supabase/agent-skills | Guides work on Supabase projects, including Database, Auth, Edge Functions, Realtime, Storage, client libraries, migrations, security audits, and debugging errors. |
| swarmvault 74/100 · C | swarmclawai/swarmclaw | Establishes schema-first conventions for working with a SwarmVault knowledge vault, and prefers graph queries over broad search. |
| swarmvault 75/100 · C | swarmclawai/swarmvault | Builds a local-first knowledge vault that writes markdown, graph, search, dashboard, and MCP artifacts to disk from books, notes, transcripts, datasets, URLs, and code. |
| tool-design 86/100 · B | muratcankoylan/Agent-Skills-for-Context-Engineering | Guides the tool-interface layer of agent systems, including tool descriptions, schemas, response formats, error recovery messages, MCP server design, and adding or removing tools. |
| triage-frontend-issues 86/100 · B | getsentry/skills | Triages new issues in the Sentry javascript project by archiving non-actionable noise, always archiving with untilEscalating and never resolving. |
| unbrowse 83/100 · B | unbrowse-ai/unbrowse | Searches and calls websites through Unbrowse's API or remote MCP, reusing indexed site tools, reading pages, and learning missing routes in its cloud browser. |
| utility-update-pm-skills 83/100 · B | product-on-purpose/pm-skills | Compares the locally installed pm-skills version against the latest public release and updates local files with conflict-aware overwrite-or-skip options, producing an update report. |
| vision-analysis 69/100 · D | MiniMax-AI/skills | Analyzes, describes, and extracts information from images, including text extraction, using the MiniMax vision MCP tool. |