Adaptive Agent Harness (phenomenoner/adaptive-agent-harness) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 49 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100
8 days ago

Adaptive Agent Harness

MCP server giving agents a persistent IPython workbench and a brokered RLM engine for durable, stateful computation. Offers 30 tools for bounded model calls, artifacts, and receipts with host-owned authority.

→ phenomenoner/adaptive-agent-harness· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

phenomenoner

Source: Glama

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Glama

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// key findings
✅
49 tools verified — handlers match their declared behaviour
25 read-only tools verified — handlers contain no write/delete/exec
✅
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.
// 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.
configAAR_DATABASE
configAAR_PUBLIC_BIND_HOST
configAAR_RUNTIME_HOME
configCOMSPEC
configCODEX_HOME
// 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.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/phenomenoner/adaptive-agent-harness)](https://m8ven.ai/mcp/phenomenoner/adaptive-agent-harness)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 5cdab7134133cdd3f31094dd9e34fe6f514564eb
code hash: 4bf9aeb5510ad985a090db573c96220e6d08e34cdaa1213e74a1dfdcd471094d
verified: 9/2/2026, 11:17:32 AM
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