{"id":"microsoft-skills","name":"skills","homepage":"https://microsoft.github.io/skills/","repo_url":"https://github.com/microsoft/skills","category":"ai-ml","subcategories":[],"tags":["ai-ml","devtools","agents","mcp","azure","foundry","templates","sdk"],"what_it_does":"The microsoft/skills repository provides a curated catalog of “agent skills” (copy/installable templates) and related assets (custom agents/AGENTS.md templates and MCP configurations) aimed at AI coding agents working with Azure SDKs and Microsoft AI Foundry. It includes a “skills.sh” installer/wizard, plus a “mcp-builder” skill to help create MCP servers for LLM tool integration.","use_cases":["Augmenting coding agents (e.g., Copilot CLI / Copilot in VS Code) with domain knowledge for Azure SDK and Foundry workflows","Bootstrapping agent configuration via AGENTS.md templates for role-specific behaviors","Adding MCP server tool integration using preconfigured MCP configs or the mcp-builder skill","Installing Azure service–specific skills (Cosmos DB, Storage, Search, Messaging, Entra, Monitoring, etc.) for consistent implementation patterns","Sharing and symlinking skill assets across multiple agent configurations/projects"],"not_for":["A single hosted API/service where you call endpoints over the network","Production security governance for deploying autonomous agents without additional review (skills are templates that must be vetted in your environment)","Use cases requiring strict, published operational guarantees like an SLA for service uptime (this is primarily a code/template repository)"],"best_when":"You want repeatable, repo-local “copy & install” skills/templates to ground an AI coding agent in Azure SDK patterns and tool integration (including MCP) rather than building those patterns from scratch.","avoid_when":"You want a centrally managed runtime with clear service-level reliability guarantees, or you cannot tolerate the overhead of selecting only relevant skills to avoid context rot.","alternatives":["Use official Azure SDK documentation and hand-crafted prompts/tools tailored to your stack","Build your own MCP tools/agent toolchains from scratch using FastMCP or equivalent","Use other community agent-skill template repositories for cloud-specific guidance"],"af_score":52.8,"security_score":49.2,"reliability_score":28.8,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:23:17.494627+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":["TypeScript","Python",".NET","C#"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"This is a repository of local skills/configs rather than a SaaS API. Any authentication requirements depend on the specific Azure services the skills target (e.g., Entra/Key Vault) and on the MCP tools you integrate."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing for a hosted service is indicated in the provided content; installation is via npx/skills.sh and uses local/copied assets."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":52.8,"security_score":49.2,"reliability_score":28.8,"mcp_server_quality":55.0,"documentation_accuracy":70.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":90.0,"rate_limit_clarity":0.0,"tls_enforcement":70.0,"auth_strength":40.0,"scope_granularity":35.0,"dependency_hygiene":55.0,"secret_handling":50.0,"security_notes":"The repository is MIT licensed and provides templates/skills; it does not itself describe runtime security controls in the provided content. Authentication/authorization and secret-handling are likely delegated to the Azure SDKs/services used by specific skills, so overall security depends on how you configure and deploy the MCP/tools/agent runtime and how you manage credentials.","uptime_documented":0.0,"version_stability":50.0,"breaking_changes_history":40.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":"No explicit idempotency guarantees for installation/update operations are stated in the provided content.","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Loading all skills can cause context rot; select only skills relevant to the current project.","Skills are templates/copyable assets; you must review and validate behavior for your environment and security requirements."]}}