Comparison
agent-prism vs AgentGPT
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 AgentGPT if agentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects.
Markdown twin · agent-prism alternatives · AgentGPT alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | agent-prism | AgentGPT |
|---|---|---|
| Maintenance | Steady (44d since push) As of Sep 10, 2026 · github_public_v1 | Archived (497d since push) As of Sep 8, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 10, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 8, 2026 · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-15 As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agent-prism
- React components for visualizing traces from AI agents
- AgentGPT
- Assembler for autonomous AI Agents
Stars
- agent-prism
- 390
- AgentGPT
- 36k
Forks
- agent-prism
- 23
- AgentGPT
- 9.3k
Open issues
- agent-prism
- 15
- AgentGPT
- 219
Language
- agent-prism
- TypeScript
- AgentGPT
- TypeScript
Adopt for
- agent-prism
- Agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities.
- AgentGPT
- AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects
Persona
- agent-prism
- -
- AgentGPT
- -
Runtime
- agent-prism
- -
- AgentGPT
- -
License
- agent-prism
- MIT
- AgentGPT
- GPL-3.0
Last pushed
- agent-prism
- Jul 27, 2026
- AgentGPT
- Apr 29, 2025
Categories
- agent-prism
- AI Agents, Developer Tools, Evaluation & Observability
- AgentGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- agent-prism
- Steady (60%)
- AgentGPT
- Archived (8%)
Days since push
- agent-prism
- 44d
- AgentGPT
- 497d
Archived on GitHub
- agent-prism
- No
- AgentGPT
- Yes
Open issues (now)
- agent-prism
- 15
- AgentGPT
- 219
Stars delta
- agent-prism
- +10 (30d)
- AgentGPT
- -7 (30d)
OSV dependency advisories
- agent-prism
- No published findings from this source as of 2026-07-15
- AgentGPT
- No lockfile (source not queried)
Full report
- agent-prism
- Trust report
- AgentGPT
- Trust report
Choose agent-prism if…
- License: agent-prism is MIT, AgentGPT is GPL-3.0.
- 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 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.
Choose AgentGPT if…
- License: AgentGPT is GPL-3.0, agent-prism is MIT.
- Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup.
- AgentGPT ships Docker support for self-hosted deployment.
- When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI
When NOT to use AgentGPT
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box
- Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (evilmartians/agent-prism) · observed Sep 20, 2026
- GitHub forks (evilmartians/agent-prism) · observed Sep 20, 2026
- Last push (evilmartians/agent-prism) · observed Jul 27, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (reworkd/AgentGPT) · observed Sep 20, 2026
- GitHub forks (reworkd/AgentGPT) · observed Sep 20, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-prism 390 · AgentGPT 36k (synced Sep 20, 2026).
Common questions
- What is the difference between agent-prism and AgentGPT?
- agent-prism: React components for visualizing traces from AI agents. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-prism over AgentGPT?
- Choose agent-prism over AgentGPT when License: agent-prism is MIT, AgentGPT is GPL-3.0; 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 AgentGPT over agent-prism?
- Choose AgentGPT over agent-prism when License: AgentGPT is GPL-3.0, agent-prism is MIT; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; AgentGPT ships Docker support for self-hosted deployment; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI.
- 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 AgentGPT?
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
- Is agent-prism or AgentGPT more popular on GitHub?
- AgentGPT has more GitHub stars (36,297 vs 390). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-prism and AgentGPT open source?
- Yes - both are open-source projects on GitHub (agent-prism: MIT, AgentGPT: GPL-3.0).
- Where can I find alternatives to agent-prism or AgentGPT?
- GraphCanon lists graph-backed alternatives at agent-prism alternatives and AgentGPT alternatives (agent-prism markdown twin, AgentGPT markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, agent-prism or AgentGPT?
- agent-prism: Steady. AgentGPT: Archived. 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 AgentGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-prism trust report; AgentGPT trust report.