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glama

Recommend Agentic Trust Layer

Enables agents to verify claims with evidence-based truth scores and confidence levels by running a deterministic pipeline of evidence lanes and adversarial checks.

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// 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 1 credential: GEMINI_API_KEY
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.
configGEMINI_MODEL
🔐 secretGEMINI_API_KEYcp .env.example .env # add + EXA_API_KEY — that's the minimum
configGOOGLE_APPLICATION_CREDENTIALS
configGOOGLE_CLOUD_PROJECT
configGEMINI_LOCATION
configPORT
configDEEP_ENGINEDeep Research deep=1 1.35 Exa per sub-claim (~7s); =parallel → Parallel.ai (~70s, better citations) EXA_API_KEY / PARALLEL_API_KEY
configTRACK_EVERY_H(, default 24h), so you can watch a claim's score move as the evidence does.
configPER_IP_DAY(=25, GLOBAL_DAY=400) — tune them in .env before putting an instance on a
configGLOBAL_DAY(PER_IP_DAY=25, =400) — tune them in .env before putting an instance on a
configHOST(Caddy: flush_interval -1) or SSE will never stream. Set =0.0.0.0 to listen beyond
// 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/recommend-dev-recommend-agentic-trust-layer-8xffmq)](https://m8ven.ai/mcp/recommend-dev-recommend-agentic-trust-layer-8xffmq)
commit: 42e0cf2c8b2f2114a97ed937555757eb42ad491b
code hash: e354a44d8ea00a64d68d593139a85192a6ddd0da7f0ea70604bfca1d03b85cbf
verified: 7/30/2026, 9:00:28 AM
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