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5 days ago

github_topic

cap-evolve

Item: cap-evolve
Rating: 45
Author: M8ven

Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.

→ skillberry-ai/cap-evolve · listed on github_topic

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

GitHub

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 8 credentials: BOBSHELL_API_KEY, BOB_API_KEY, API_KEY, OPENAI_API_KEY, AZURE_API_KEY, ANTHROPIC_API_KEY, LITELLM_PROXY_API_KEY, ANTHROPIC_AUTH_TOKEN

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configVITE_STATIC

configCAPEVOLVE_CORE

configCAPEVOLVE_N_TRIALS

configCAPEVOLVE_CHECK_TRIAL_PROBE

configCAPEVOLVE_SKILLS_DIR

configCLAUDECODE

configNO_COLOR

configCAPEVOLVE_BASE_DIR

configCAPEVOLVE_STATIC_DIR

configCLAUDE_PROJECT_DIR

configCAPEVOLVE_RUN_DIR

configCAPEVOLVE_NO_GATE_HOOK

configCAPEVOLVE_OPTIMIZER_REGISTRY

🔐 secretBOBSHELL_API_KEY

🔐 secretBOB_API_KEY

configCAPEVOLVE_OPTIMIZER

configCAPEVOLVE_OPTIMIZER_MODEL

configCAPEVOLVE_OPTIMIZER_JSON

configCAPEVOLVE_OPTIMIZER_JSON_SCHEMA

configHF_DATASET

configHF_CONFIG

configHF_SPLIT

configINPUT_FIELD

configTARGET_FIELD

configID_FIELD

configSCORING

configAPI_BASE

configOPENAI_API_BASE

🔐 secretAPI_KEY

🔐 secretOPENAI_API_KEY

configAZURE_API_BASE

🔐 secretAZURE_API_KEY

🔐 secretANTHROPIC_API_KEY

configLITELLM_PROXY_API_BASE

🔐 secretLITELLM_PROXY_API_KEY

configMAX_TOKENS

configSKILLSBENCH_TASKS_DIR

configSKILLSBENCH_AGENT

configSKILLSBENCH_MODEL

configSKILLSBENCH_SANDBOX

configSKILLSBENCH_BENCH_BIN

configSKILLSBENCH_BENCH_CWD

configANTHROPIC_BASE_URL

🔐 secretANTHROPIC_AUTH_TOKEN

configOPENAI_BASE_URL

configSKILLSBENCH_CONCURRENCY

configSKILLSBENCH_TASK_TIMEOUT

configSWEBENCH_DATASET

configSWEBENCH_SPLIT

configSWEBENCH_MAX_WORKERS

configSWEBENCH_TIMEOUT

configSWEBENCH_NAMESPACE

configSWEBENCH_INSTANCE_IDS

configTAU2_MAX_CONCURRENCY

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/skillberry-ai-cap-evolve-189w14)](https://m8ven.ai/mcp/skillberry-ai-cap-evolve-189w14)

commit: 450f2fbecf2dd6b070a227af3798b8b5233741fb

code hash: 88378359779aedd46601f48bd9ea74dc92f8338db1f64f2c2962b54dce90287a

verified: 7/26/2026, 8:43:22 AM

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