--- title: "agent-prism vs agent-framework" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/evilmartians-agent-prism-vs-microsoft-agent-framework" tools: ["evilmartians-agent-prism", "microsoft-agent-framework"] --- # agent-prism vs agent-framework *GraphCanon updated Sep 20, 2026* ## Verdict Pick agent-prism if agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities; pick agent-framework if the agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments. [agent-prism](https://storybook.agent-prism.evilmartians.io/?utm_source=github&utm_medium=social) reports 390 GitHub stars, 23 forks, and 15 open issues, last pushed Jul 27, 2026. [agent-framework](https://aka.ms/agent-framework) has 14k stars, 2.3k forks, and 605 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [agent-prism's repository](https://github.com/evilmartians/agent-prism) and [agent-framework's repository](https://github.com/microsoft/agent-framework). | | [agent-prism](/tools/evilmartians-agent-prism.md) | [agent-framework](/tools/microsoft-agent-framework.md) | | --- | --- | --- | | Tagline | React components for visualizing traces from AI agents | Framework for building and deploying AI agents and multi-agent workflows | | Stars | 390 | 13,573 | | Forks | 23 | 2,335 | | Open issues | 15 | 605 | | Language | TypeScript | Python | | Adopt for | Agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities. | The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Developer Tools, Evaluation & Observability | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agent-prism](/tools/evilmartians-agent-prism.md) | [agent-framework](/tools/microsoft-agent-framework.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 44d | 0d | | Open issues (now) | 15 | 605 | | Stars delta | +10 (30d) | +855 (30d) | | Open issues delta | 0 (30d) | -80 (30d) | | Full report | [trust report](/tools/evilmartians-agent-prism/trust.md) | [trust report](/tools/microsoft-agent-framework/trust.md) | ## Decision facts: agent-prism - **Adopt for:** Agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities. ## Decision facts: agent-framework - **Requirements:** Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages. - **Adopt for:** The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments. ## Choose when ### Choose agent-prism if… - agent-prism is primarily TypeScript; agent-framework is Python. - Tags unique to agent-prism: ai-agents, ai-monitoring, component-library, distributed-tracing. - Also covers Evaluation & Observability. - If your project uses TypeScript and React for front-end development, and you need to monitor AI agent behavior effectively without reinventing the UI wheel. ### Choose agent-framework if… - agent-framework is primarily Python; agent-prism is TypeScript. - Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages.. - Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent. - Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems. ## When NOT to use agent-prism - Consider other options if your project does not use TypeScript since adapting libraries specifically tailored for TypeScript might introduce unnecessary complexity. - If real-time dynamic updates are critical and the current data handling mechanisms of agent-prism do not meet these requirements, look elsewhere. ## When NOT to use agent-framework - Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively. - Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework. ## Common questions ### What is the difference between agent-prism and agent-framework? agent-prism: React components for visualizing traces from AI agents. agent-framework: Framework for building and deploying AI agents and multi-agent workflows. See the comparison table for live GitHub stats and shared categories. ### When should I choose agent-prism over agent-framework? Choose agent-prism over agent-framework when agent-prism is primarily TypeScript; agent-framework is Python; Tags unique to agent-prism: ai-agents, ai-monitoring, component-library, distributed-tracing; Also covers Evaluation & Observability; If your project uses TypeScript and React for front-end development, and you need to monitor AI agent behavior effectively without reinventing the UI wheel. ### When should I choose agent-framework over agent-prism? Choose agent-framework over agent-prism when agent-framework is primarily Python; agent-prism is TypeScript; Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages.; Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent; Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems. ### When should I avoid agent-prism? Consider other options if your project does not use TypeScript since adapting libraries specifically tailored for TypeScript might introduce unnecessary complexity. If real-time dynamic updates are critical and the current data handling mechanisms of agent-prism do not meet these requirements, look elsewhere. ### When should I avoid agent-framework? Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively. Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework. ### Is agent-prism or agent-framework more popular on GitHub? agent-framework has more GitHub stars (13,573 vs 390). Stars measure visibility, not whether either tool fits your constraints. ### Are agent-prism and agent-framework open source? Yes - both are open-source projects on GitHub (agent-prism: MIT, agent-framework: MIT). ### Where can I find alternatives to agent-prism or agent-framework? GraphCanon lists graph-backed alternatives at [agent-prism alternatives](/tools/evilmartians-agent-prism/alternatives) and [agent-framework alternatives](/tools/microsoft-agent-framework/alternatives) ([agent-prism markdown twin](/tools/evilmartians-agent-prism/alternatives.md), [agent-framework markdown twin](/tools/microsoft-agent-framework/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/evilmartians-agent-prism-vs-microsoft-agent-framework.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agent-prism or agent-framework? agent-prism: Steady. agent-framework: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for agent-prism and agent-framework? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agent-prism trust report](/tools/evilmartians-agent-prism/trust); [agent-framework trust report](/tools/microsoft-agent-framework/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=evilmartians-agent-prism`](/api/graphcanon/graph?tool=evilmartians-agent-prism) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_