Open Source
cap-evolve
Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
Our verdict
We have not reviewed cap-evolve yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About cap-evolve
cap-evolve is a Python-based observability tool that optimizes an AI agent's skills, tools/MCP, and prompts against user-defined evals. It uses evaluation results to guide adjustments to agent components.
Best for
Developers building custom AI agents who want to optimize components against their own evaluation suites.
Use cases
- Tune agent prompts against custom evals
- Optimize tool and MCP selections for specific tasks
- Iterate on agent skills using evaluation feedback
Notes
65 stars on GitHub. Last updated 2026-10-01. Licensed Apache-2.0.
Pros
- Uses your own evals, so optimization aligns with your criteria
- Covers skills, tools/MCP, and prompts in one tool
- Open source and community maintained
Cons
- Small community with 65 stars suggests limited adoption
- Requires existing evals to function
- Python only, which may not fit non-Python stacks
Key facts
What we have checked
- Days since the last commit
- 1
- GitHub forks
- 18
- GitHub stars
- 69
- Open issues
- 112
- Releases in the last 90 days
- 1
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How cap-evolve is growing
65 to 69
Health and security
Is cap-evolve looked after, and what do its setup files show
Health score
88 out of 100
| Part | Points | What we saw |
|---|---|---|
| Recent activity | 30 of 30 | Last push 1 days ago |
| Releases | 7.5 of 15 | 1 release in 90 days |
| Issue replies | Not counted | The latest check has no issue response reading (fewer than 3 measured issues, or issues switched off) |
| Maintainer | 15 of 15 | Owned by an organisation |
| Official source | Not counted | MCP servers only |
Sources
Where this comes from
- GitHubRegistry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
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