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C
Limited view
73/100
16 days ago

autoevolve

MCP server for agent-native evolutionary optimization. Enables agents to join runs, submit gate-checked mutations, and collaborate on evolving code toward a stated goal.

→ RightNow-AI/autoevolve· listed on glama

Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

Limited view: static analysis for Python is partially covered.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

RightNow-AI

Source: Glama

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. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

⚡ Connect GitHub for Live Monitored

Install from

Glama

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 2 credentials: GITHUB_TOKEN, OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configAUTOEVOLVE_HOME
configAUTOEVOLVE_ARTIFACTS_DIR
configGITHUB_EVENT_NAME
configGITHUB_EVENT_PATH
🔐 secretGITHUB_TOKEN
configGITHUB_REPOSITORY
configGITHUB_API_URL
configGITHUB_WORKSPACE
configAUTOEVOLVE_AGENT_RUNTIME
configAUTOEVOLVE_AGENTIC_TOOLS
configAUTOEVOLVE_AGENTIC_TURNS
configAUTOEVOLVE_AGENTIC_TIMEOUT_S
configAUTOEVOLVE_LOCAL_BASE_URLModel access resolves from the environment: set for
configAUTOEVOLVE_LOCAL_MODEL
🔐 secretOPENAI_API_KEYa local OpenAI-compatible engine (no key needed), or with
configAUTOEVOLVE_MODEL(plus optional OPENAI_BASE_URL) for a cloud endpoint. Every
configOPENAI_BASE_URLAUTOEVOLVE_MODEL (plus optional ) for a cloud endpoint. Every
configAUTOEVOLVE_CELL
configAUTOEVOLVE_FORCE_TRITON_MOCK
configAUTOEVOLVE_KERNEL_ELEMENTS
configPROOF_HOME
configAUTOEVOLVE_BUILD_DEADLINE
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

9/9 tools missing one or more hints — open_run (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_contract (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); join_run (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +6 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tests exist

No test files found

Add tests that exercise each declared tool.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 3 concrete improvements 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/rightnow-ai-autoevolve-1a4ms3)](https://m8ven.ai/mcp/rightnow-ai-autoevolve-1a4ms3)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: b6fe892fdc16729ebec670e6d0e348dde390bb22
code hash: 54c67bc0153e25911da045b54bfd192743efccb758cb928f2cd9bb0b3755e3bb
verified: 8/5/2026, 9:02:13 AM
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