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Abhiindigloo/EvalHarnessMCP server
Find the cheapest AI model that passes your tests: audit repo models, build evals, routing, sizing
Why this score
Installs in real projects: we can't search for this one (it has no fixed package name or address), so it's scored as a typical MCP server.
Popularity score: 57/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Nov 4, 2026 at the PyPI package model-finder-mcp@1.3.7, with Cisco's open-source skill-scanner.
What its code does:
- Makes network requestsskills/eval-models/scripts/mf_core.py:515, skills/route-models/scripts/mf_core.py:515
Web addresses in its code:
- api.anthropic.comskills/eval-models/scripts/mf_core.py:32
- api.openai.comskills/eval-models/scripts/mf_core.py:33
- generativelanguage.googleapis.comskills/eval-models/scripts/mf_core.py:34
- docs.litellm.aiskills/route-models/scripts/make_routing.py:32
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneModel Finder Abhiindigloo/EvalHarness · MCP server | 57 | ★ 7 | not measured | yesterday |
| regression-finder RyanAlberts/best-of-Agent-Harnesses · Skill Both about finder | 69 | ★ 1.3k | ≈23 always | 17d ago |
| market-finder Nimbleway/agent-skills · Skill Both about finder | 58 | ★ 60 | ≈21 always | 27d ago |
| codebase-pattern-finder desplega-ai/agent-swarm · Subagent Both about finder | 72 | ★ 906 | ≈93 in chat | 16d ago |
| requirement-gap-finder skinnerlee1225/enterprise-prd-toolkit · Skill Both about finder | 49 | ★ 45 | ≈17 always | 4mo ago |
| brand-logo-finder greatSumini/cc-system · Subagent Both about finder and find | 59 | ★ 438 | ≈34 in chat | 5mo ago |