Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
| Date | Stars |
|---|---|
| 2026-07-31 | 424 |
| 2026-08-06 | 424 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
35.0
growth rate 0.00%/day
# Copilot Agent Kit The **Copilot Agent Kit** is a comprehensive set of capabilities designed to augment [Microsoft Copilot Studio](https://aka.ms/CopilotStudio). The kit helps makers develop, govern, and test custom agents, use a large language model to validate AI-generated content, optimize prompts, and track aggregated key performance indicators of their custom agents. <img width="1879" height="1136" alt="new_landing_page" src="https://github.com/user-attachments/assets/e0dbbb47-d92b-489e-b517-a0b9cc336b81" /> # Features ## Testing capabilities Copilot Agent Kit allows makers to configure agents, tests and test sets, and use them to batch test their custom agents. Test runs produce detailed results including latencies, observed responses and run level aggregates. Different test types include response match, attachment match, topic match, multi-turn and generative answers which leverages AI Builder for response analysis. ***Copilot Agent Kit test automation now supports user-defined rubrics for generative answers.*** More information on [testing capabilities](./TESTING_CAPABILITIES.md) ## Compliance Hub Compliance Hub helps organizations define and enforce governance policies for Copilot Studio agents at scale. It continuously evaluates agent configurations collected via Agent Inventory against configurable risk thresholds, automatically creating compliance cases when violations are detected and tracking them through an SLA-driven review lifecycle. Administrators can configure thresholds, risk levels, SLA timers and enforcement actions (manual review, quarantine, delete), while makers are guided to remediate issues through Teams/Outlook notifications, intake forms, and dashboards showing open cases and compliance posture. This enables makers to innovate freely within Copilot Studio, while ensuring a consistent, auditable level of compliance across all agents. More information on [Compliance Hub](./COMPLIANCE_HUB.md) ## Agent Insights Hub (Preview) Agent Insights Hub is a comprehensive analytics and monitoring dashboard for Microsoft Copilot Studio agents. It aggregates telemetry from Azure Application Insights, and Conversation Transcripts to provide visibility into agent performance, conversation metrics, topic and tool analytics, error tracking, and credit consumption — all from a single unified interface. The dashboard includes KPI cards with trend indicators, time-series charts, transcript analysis with CSAT scores, and flexible filtering by agent, date range, channel, and data mode. It supports on-demand syncs up to 365 days of historical data, scheduled daily syncs, and Excel export for offline reporting. More information on [Agent Insights Hub](https://github.com/microsoft/Power-CAT-Copilot-Studio-Kit/blob/main/AGENT_INSIGHTS_HUB.md) ## Agent Debugger **Agent Debugger** is a diagnostic tool inside the **Copilot Agent Kit Admin** app that lets administrators load any recorded conversation and inspect every decision the agent made — step by step, with timing, token usage, knowledge sources, arguments, and observations — without leaving the Power Platform. More information on [Agent Debugger](https://github.com/microsoft/Power-CAT-Copilot-Studio-Kit/blob/main/AGENT_DEBUGGER.md) ## Agent Library (Preview) The Agent Library is a centralized hub within the Copilot Agent Kit that helps makers discover, install, and manage pre-built agent templates and reusable components. Instead of building agents from scratch, you can browse a curated catalog of ready-to-use templates (Custom Agent and Declarative Agent) and components, install them directly into your environment, and customize them to fit your business needs. More information on [Agent Library](https://github.com/microsoft/Power-CAT-Copilot-Studio-Kit/blob/main/AGENT_LIBRARY.md) ## Component Library (Preview) The Component Library is a collection of ready-to-use, pre-built components for Microsoft Copilot Studio — packaged as component collections so
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:629508299b46f60b, llm:Repository: microsoft/Power-CAT-Copilot-Studio-Kit — name suggests tooling for Copilot/Stuido/Power platform; language TypeScript; likely a developer kit for building Copilot/AI studio integrations (Power CAT = Copilot Assessment Tools?). No README provided.
matched fp:629508299b46f60b, llm:Repository: microsoft/Power-CAT-Copilot-Studio-Kit — name suggests tooling for Copilot/Stuido/Power platform; language TypeScript; likely a developer kit for building Copilot/AI studio integrations (Power CAT = Copilot Assessment Tools?). No README provided.
matched fp:629508299b46f60b, llm:Repository: microsoft/Power-CAT-Copilot-Studio-Kit — name suggests tooling for Copilot/Stuido/Power platform; language TypeScript; likely a developer kit for building Copilot/AI studio integrations (Power CAT = Copilot Assessment Tools?). No README provided.
