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18 days ago
glama

honest-reasoning-mcp

A self-hosted MCP server that provides tools for structured reasoning, confidence calibration, and detecting recurring gaps in AI outputs, aiming to reduce workload by improving verification and attention allocation.

→ NIWS-shindongju/honest-reasoning-mcp· listed on glama
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// key findings
⚠️
Known vulnerabilities in dependencies: 3 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
✅
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: OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies3 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.12.0GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.12.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.12.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configEMBED_MODEL— (default text-embedding-3-small)
configHONEST_REASONING_DATA_DIR— (default ~/.honest-reasoning — where check_alignment_drift's local signal log lives)
🔐 secretOPENAI_API_KEY— export =sk-... # macOS/Linux
configOPENAI_CHAT_MODEL— (default gpt-4o-mini — cheaper; set to gpt-4o for higher quality)
// 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 5 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/niws-shindongju-honest-reasoning-mcp-7yj2ek)](https://m8ven.ai/mcp/niws-shindongju-honest-reasoning-mcp-7yj2ek)
commit: efc119e31a7e282ec4c98b62e6e78bad89f8a6d0
code hash: cbe0254249d814fce157508fde3ca22eedb87f19b6c5441f0bb424589f2ae81f
verified: 7/13/2026, 9:55:03 AM
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