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Model Context Protocol agent skills, page 5
Model Context Protocol skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 193 | Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. | github/ | 40k | 1 repo | ~3k | Automated safety check: Pass | MIT | today |
| 194 | Power BI semantic modeling assistant for building optimized data models. | github/ | 40k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | today |
| 195 | Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. | github/ | 40k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | today |
| 196 | Deep-compare a Draw.io Azure architecture diagram against a live Azure environment — checks both resource existence AND every tracked configuration property (SKU, size, settings, etc.) against… | Azure/ | 101 | — | ~3.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 197 | Provisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schemas, runs queries, migrates from MySQL, diagnoses query plans, and develops apps on serverless… | aws/ | 2.8k | — | ~9.6k | Automated safety check: Pass | Apache-2.0 | today |
| 198 | Build a marketing agency database from Clutch.co with the Clutch.co Agency API Actor (johnvc/clutch-agency-api). | apify/ | 265 | — | ~2.5k | Automated safety check: Pass | MIT | 16 days ago |
| 199 | Generate weekly status-request email drafts to outside counsel across the active portfolio — markdown per matter, plus Gmail drafts when the MCP is available. | anthropics/ | 9.6k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 200 | Govern Power Automate flows and Power Apps at scale using the FlowStudio MCP cached store. | github/ | 40k | 2 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 201 | Pro+ subscription required. An agent skill from github/awesome-copilot. | github/ | 40k | 2 repos | ~3.3k | Automated safety check: Pass | MIT | today |
| 202 | A skill your agent uses when querying biomedical databases (UniProt, ClinVar, gnomAD, PDB, Reactome, Open Targets, etc.) via the Biomni AgentCore Gateway MCP server. | aws-samples/ | 274 | — | ~3.1k | Automated safety check: Pass | MIT-0 | 7 days ago |
| 203 | Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations. | JetBrains/ | 366 | 5 repos | ~877 | Automated safety check: Pass | MIT | 3 mo ago |
| 204 | Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking. | JetBrains/ | 366 | 5 repos | ~855 | Automated safety check: Pass | MIT | 3 mo ago |
| 205 | Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees. | JetBrains/ | 366 | 5 repos | ~879 | Automated safety check: Pass | MIT | 3 mo ago |
| 206 | Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks from them. | JetBrains/ | 366 | 5 repos | ~904 | Automated safety check: Pass | MIT | 3 mo ago |
| 207 | Activate when the user asks about APM (Agent Package Manager): installing, configuring, authoring, or troubleshooting AI-agent packages, dependencies, compilation, MCP servers, policy, or any apm… | microsoft/ | 4k | — | ~513 | Automated safety check: Pass | MIT | 2 days ago |
| 208 | Use Copilot Spaces to provide project-specific context to conversations. | github/ | 40k | 1 repo | ~2.2k | Automated safety check: Pass | MIT | today |
| 209 | Interface for MCP (Model Context Protocol) servers via CLI. An agent skill from github/awesome-copilot. | github/ | 40k | 1 repo | ~633 | Automated safety check: Pass | MIT | today |
| 210 | Interactive onboarding tour for the context-matic MCP server. | github/ | 40k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | today |
| 211 | Process media files (video, audio, images, documents) using Transloadit. | github/ | 40k | 1 repo | ~1.3k | Automated safety check: Pass | MIT | today |
| 212 | Detects MSBuild projects with conflicting OutputPath or IntermediateOutputPath. | microsoft/ | 1k | 1 repo | ~5.5k | Automated safety check: Pass | MIT | today |
| 213 | Internal gh-aw architecture: validation system design, safe output message patterns, schema validation, YAML compatibility notes, and MCP logs guardrail. | github/ | 5.4k | — | ~4.5k | Automated safety check: Pass | MIT | today |
| 214 | Reference for GitHub MCP server tools, methods, and usage patterns. | github/ | 5.4k | — | ~4.8k | Automated safety check: Pass | MIT | today |
| 215 | Implement secret-safe HTTP headers for MCP transport in gh-aw. | github/ | 5.4k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 216 | Run and integrate Skillz MCP server with Docker for skill execution. | github/ | 5.4k | — | ~905 | Automated safety check: Pass | MIT | today |
| 217 | Supervisor-side orchestration patterns for assign, handoff, and idle inbox delivery in CAO | awslabs/ | 1.4k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 218 | Foundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via listskills / toolsearch, and oversized-response handling. | github/ | 40k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | today |
| 219 | Run a live EKS cluster cost efficiency assessment — analyze spending across 6 dimensions (compute efficiency, Spot/Graviton adoption, networking, storage, observability, idle resources), calculate a… | aws-samples/ | 115 | — | ~3.8k | Automated safety check: Warn | MIT-0 | yesterday |
| 220 | Audits Filestore instances on Google Cloud across projects for disaster recovery readiness (missing or stale backups), security access governance (overly permissive NFS export rules, 0.0.0.0/0… | google/ | 21k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 221 | Run the cold-start interview to learn your IP practice and write your practice profile. | anthropics/ | 9.6k | 3 repos | ~11k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 222 | Manage issues, projects & team workflows in Linear. An agent skill from JetBrains/skills. | JetBrains/ | 366 | 4 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 223 | Build resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration for long-running executions. | awslabs/ | 915 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 224 | A skill your agent uses when a developer needs to conduct systematic literature searches, find research papers, extract content from publications, or build evidence summaries from biomedical… | aws-samples/ | 274 | — | ~1.1k | Automated safety check: Pass | MIT-0 | 7 days ago |
| 225 | Internal PostHog developer frontend/browser QA skill. An agent skill from PostHog/posthog. | PostHog/ | 40k | — | ~5.9k | Automated safety check: Notes | Unknown | today |
| 226 | Wire MPS module and model dependencies, used languages, used devkits, extended languages, runtime solutions, accessory models, and language/dependency versions. | JetBrains/ | 1.7k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 227 | A skill your agent uses when defining or editing MPS intentions (the Alt+Enter context-action aspect) — adding IntentionDeclaration roots, parameterized or surround-with variants… | JetBrains/ | 1.7k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 228 | A skill your agent uses when authoring or debugging MPS migration scripts that upgrade user models after a language definition changes — covers jetbrains.mps.lang.migration (MigrationScript… | JetBrains/ | 1.7k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 229 | A skill your agent uses when authoring or debugging MPS TextGen — concept-to-plain-text serialisation for languages whose final output is text (source files, config, scripts, DDL, XML, markdown). | JetBrains/ | 1.7k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | today |
| 230 | Author and edit MPS jetbrains.mps.baseLanguage (Java) nodes — choose between the Java parser and JSON AST blueprints, map Java syntax to baseLanguage concepts/roles, harvest persistent member… | JetBrains/ | 1.7k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 231 | Create and execute IDE run configurations for MPS root nodes via MPS MCP — Java Application for IMainClass / ClassConcept with main, JUnit Tests for ITestCase. | JetBrains/ | 1.7k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 232 | A skill your agent uses when writing or modifying tests inside MPS @tests models — NodesTestCase (typesystem, constraints, scopes, dataflow, generator output), EditorTestCase (intentions, actions… | JetBrains/ | 1.7k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 233 | Configure hierarchical tree table to SAP Fiori elements application for displaying parent-child recursive hierarchies. | SAP/ | 158 | — | ~947 | Automated safety check: Pass | Apache-2.0 | today |
| 234 | Show SonarQube quality gate status for a project — pass/fail and each condition (metric key, threshold, actual value), plus worst-offender breakdowns. | SonarSource/ | 111 | — | ~4.1k | Automated safety check: Pass | Unknown | 2 days ago |
| 235 | Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations. | github/ | 40k | 1 repo | ~3.2k | Automated safety check: Pass | MIT | today |
| 236 | Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk. | github/ | 40k | 1 repo | ~1.8k | Automated safety check: Pass | MIT | today |
| 237 | Discovers and integrates third-party APIs using the context-matic MCP server. | github/ | 40k | 1 repo | ~1.6k | Automated safety check: Notes | MIT | today |
| 238 | Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library. | github/ | 40k | 1 repo | ~2.7k | Automated safety check: Pass | MIT | today |
| 239 | Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support | github/ | 40k | 1 repo | ~1.1k | Automated safety check: Pass | MIT | today |
| 240 | Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK | github/ | 40k | 1 repo | ~2.7k | Automated safety check: Pass | MIT | today |