AI model or service
Model Context Protocol agent skills, page 3
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 |
|---|---|---|---|---|---|---|---|---|
| 97 | Build MCP servers for customer care agents following Watson Orchestrate specifications. | IBM/ | 178 | — | ~5.3k | Automated safety check: Pass | MIT | today |
| 98 | Bundles a local MCP server together with its runtime into one installable file, so a user doesn't need Node or Python set up themselves. | anthropics/ | 38k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 99 | Onboard a new user to Zapier MCP — introduce what it can do, walk through authentication, and route into the right flow based on the state of their setup. | zapier/ | 428 | — | ~2.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 100 | Foundational cross-cutting context for Dataverse / Power Platform work — scope and the skill map, the tool-capability reference, the safety rules, and the safe change lifecycle. | microsoft/ | 242 | 1 repo | ~5.3k | Automated safety check: Notes | MIT | 2 days ago |
| 101 | Install, configure, authenticate, and troubleshoot MCP (Model Context Protocol) servers for this agent. | PostHog/ | 179 | — | ~1.9k | Automated safety check: Pass | MIT | 2 mo ago |
| 102 | End-to-end autopilot: inventory, generate, and submit WDK DDI API reference docs from a CSV file with no user interaction. | MicrosoftDocs/ | 316 | — | ~9.7k | Automated safety check: Pass | CC-BY-4.0 | 2 mo ago |
| 103 | Expert guidance for working with Dagster and the dg CLI. An agent skill from dagster-io/skills. | dagster-io/ | 211 | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 104 | Drive the PostHog wizard headlessly against a throwaway app through wizard-ci MCP tools, inspect decisions, and capture the real TUI. | PostHog/ | 197 | — | ~2.2k | Automated safety check: Pass | MIT | today |
| 105 | Diagnose MSBuild build performance bottlenecks using binary log analysis. | microsoft/ | 1k | 2 repos | ~2.6k | Automated safety check: Pass | MIT | today |
| 106 | Build MCP servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language). | microsoft/ | 1k | — | ~6.1k | Automated safety check: Notes | Unknown | yesterday |
| 107 | X++ code development lifecycle for Finance and Operations — scaffold models, author classes, custom services/APIs, and data entities, install matching SDKs, compile deployable packages, deploy… | microsoft/ | 242 | — | ~3.8k | Automated safety check: Pass | MIT | 2 days ago |
| 108 | Reverse-engineer a live Azure scope (resource group or filtered subscription) into a professional Draw.io architecture diagram following established AzVerify conventions. | Azure/ | 101 | — | ~5.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 109 | Scaffold a sep-NNNN.yaml requirement-traceability file for the MCP conformance repo from a SEP PR's spec diff. | modelcontextprotocol/ | 129 | — | ~2.6k | Automated safety check: Pass | Unknown | 3 days ago |
| 110 | Contribute changes to the CAO (CLI Agent Orchestrator) codebase — the local dev loop, the CI gate map, and the pre-PR checklist. | awslabs/ | 1.4k | — | ~4.1k | Automated safety check: Pass | Apache-2.0 | today |
| 111 | Wire an AI agent to live e-commerce product data using Apify's E-commerce Scraping Tool over MCP, either as runtime tool calls or as a scheduled refresh into a vector store. | apify/ | 264 | 1 repo | ~2k | Automated safety check: Pass | Apache-2.0 | 15 days ago |
| 112 | Deploy test resources and run Azure SDK tests in live, record, or playback mode. | Azure/ | 134 | — | ~1.5k | Automated safety check: Notes | MIT | today |
| 113 | Explore, create, and troubleshoot Oracle Cloud Infrastructure Internet of Things Platform resources, including domains, digital twin models, adapters, instances, relationships, and device publish… | oracle/ | 873 | — | ~1.5k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 114 | Classifies automation requests using two decisions: anchor (which primitive owns the top-level control flow — workflow-anchored, agent-anchored, needs-clarification, or out-of-scope) and embedsother… | n8n-io/ | 207k | — | ~7.1k | Automated safety check: Pass | Unknown | today |
| 115 | Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, and the AI Gateway. | neondatabase/ | 100 | — | ~8.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 116 | Analyze a file for quality and security issues using SonarQube | SonarSource/ | 111 | — | ~1.8k | Automated safety check: Pass | Unknown | today |
| 117 | Retrieve authoritative OpenAI API and platform documentation when an integration or claim needs current external evidence. | openai/ | 30k | 1 repo | ~408 | Automated safety check: Pass | MIT | today |
| 118 | Use Hugging Face Hub via MCP server tools. An agent skill from huggingface/skills. | huggingface/ | 11k | 2 repos | ~1.2k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 119 | Diagnose and resolve failures in Azure SDK CI and generation pipelines. | Azure/ | 121 | — | ~496 | Automated safety check: Pass | MIT | 4 mo ago |
| 120 | Add visual filters (chart-based) to SAP Fiori Elements filter bar or value help using CAP or ABAP RAP. | SAP/ | 158 | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 121 | Load immediately after an Agent intent. An agent skill from n8n-io/n8n. | n8n-io/ | 207k | — | ~2.5k | Automated safety check: Pass | Unknown | today |
| 122 | Load when the request depends on what is already on this instance rather than on what the user just typed: a short or ambiguous opener ("fix it", "carry on", "what should I look at"), a reference to… | n8n-io/ | 207k | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 123 | Handles system follow-up turns: planned-task-follow-up (synthesize, replan, build-workflow, checkpoint), background-task-completed, running-tasks context, and create-tasks silence rules. | n8n-io/ | 207k | — | ~2.3k | Automated safety check: Pass | Unknown | today |
| 124 | Load before build-workflow and before scoping or planning new workflows and feature additions, including requests spanning multiple workflows. | n8n-io/ | 207k | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 125 | A skill your agent uses when creating or editing an agent.yaml (or .yml/.hcl) configuration file for Docker Agent (cagent), including defining agents, models/providers, built-in or MCP toolsets… | docker/ | 539 | — | ~2.5k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 126 | WorkIQ tools for Microsoft 365 workplace data and actions. An agent skill from microsoft/work-iq. | microsoft/ | 1k | — | ~15k | Automated safety check: Pass | Unknown | yesterday |
| 127 | A skill your agent uses when authoring or modifying MPS IDE plugins — code that integrates with the MPS / IntelliJ host IDE shell. | JetBrains/ | 1.7k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | today |
| 128 | Works out whether you need Zapier MCP, the SDK or the CLI, then walks through installing and verifying that one path step by step. | zapier/ | 342 | — | ~577 | Automated safety check: Pass | MIT | 2 mo ago |
| 129 | Interact with CAO (CLI Agent Orchestrator) — launch multi-agent sessions, check status, send follow-up instructions, unblock stuck terminals, or shut down sessions. | awslabs/ | 1.4k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 130 | Analyze Azure SDK CI/CD pipeline failures into a structured diagnosis, and define the required output format. | Azure/ | 134 | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 131 | Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search solutions. | mongodb/ | 190 | 1 repo | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 132 | Find files with low test coverage and inspect uncovered lines in a SonarQube project (project key optional when MCP integration already defines the default project) | SonarSource/ | 111 | — | ~2.1k | Automated safety check: Pass | Unknown | today |
| 133 | Compare Bicep templates against a Draw.io Azure architecture diagram to detect resource-level divergence. | Azure/ | 101 | — | ~2.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 134 | Add analytical chart (chart + table hybrid) to SAP Fiori Elements List Report using aggregated data. | SAP/ | 158 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | today |
| 135 | Implement or troubleshoot Cloudflare Email Sending and Email Routing integrations and their delivery configuration. | cloudflare/ | 3k | 3 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 136 | A skill your agent uses when exposing a Docker Agent as a server (MCP, HTTP API, A2A, ACP, or OpenAI-compatible chat), distributing an agent via an OCI registry with docker agent share, or measuring… | docker/ | 539 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 137 | List, find, and show Azure resources across subscriptions or resource groups. | microsoft/ | 255 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | today |
| 138 | Sorts a shared Gmail inbox for press, partnership and high-intent requests, scores urgency, suggests an owner and routes items through Zapier MCP for human review. | zapier/ | 342 | — | ~1.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 139 | Author and run CAO Python workflow scripts — multi-step, parameterized, fan-out orchestrations executed by cao workflow run. | awslabs/ | 1.4k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | today |
| 140 | Create, get, update, abandon, and link SDK PRs to release plan work items for Azure SDK releases. | Azure/ | 134 | — | ~2.7k | Automated safety check: Pass | MIT | today |
| 141 | Adds and tests declarative, behavior-defined agentic engines in GitHub Agentic Workflows, touching Go infrastructure only when the declarative model falls short. | github/ | 5.4k | — | ~1.9k | Automated safety check: Pass | MIT | today |
| 142 | Check release readiness and trigger the release pipeline for Azure SDK packages. | Azure/ | 121 | — | ~478 | Automated safety check: Pass | MIT | 4 mo ago |
| 143 | Reverse-engineer a live Azure scope (resource group or filtered subscription) into deployment-ready, modular Bicep templates with parameter files. | Azure/ | 101 | — | ~5.4k | Automated safety check: Warn | MIT | 1 mo ago |
| 144 | Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASEURL injected automatically and compute that runs next to your data. | neondatabase/ | 100 | — | ~12k | Automated safety check: Notes | Apache-2.0 | yesterday |