74
grade C
11 days ago
glama
mcp-arsr
Adaptive Retrieval-Augmented Self-Refinement MCP Server — a closed-loop system that lets LLMs iteratively verify and correct their own claims using uncertainty-guided retrieval.
Install from
M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.
// key findings
✅
6 tools verified — handlers match their declared behaviour
6 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.
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
ARSR_CONFIDENCE_THRESHOLD— confidence_threshold 0.85 Claims above this skip retrievalconfig
ARSR_ENTROPY_SAMPLES— entropy_samples 3 Rephrasings for semantic entropyconfig
ARSR_INNER_MODEL— "": "claude-haiku-4-5-20251001"config
ARSR_MAX_ITERATIONS— max_iterations 3 Budget limit for refinement loopsconfig
ARSR_RETRIEVAL_STRATEGY— "": "adversarial",config
PORT— TRANSPORT=http =3001 npm startconfig
TRANSPORT— http PORT=3001 npm start// 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 2 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
[](https://m8ven.ai/mcp/jayarrowz-mcp-arsr-d91400)commit: 9b9522a7b3f9f8f4ac469f8e3ab332807f4c1bd3
code hash: 5a77ae3fa544993d34be08b90aa26184a3a6ad69568c9334dbbdce6c2780c815
verified: 4/11/2026, 2:54:39 PM