74
/ 100
28 days ago
official

AI Reasoning Commons

Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.

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// key findings
⚠️
Tests do not pass
Either the test suite is broken or the code regressed. Either way the published behaviour can’t be verified by the publisher’s own tests.
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 5 credentials: ADMIN_API_KEY, GITHUB_TOKEN, LLM_API_KEY, OPENAI_API_KEY, STACKEXCHANGE_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.
🔐 secretADMIN_API_KEY
configDATABASE_URL
configDEV_REASONING_FALLBACK
configEVAL_THRESHOLD_HALLUC_RISE
configEVAL_THRESHOLD_REGRESSION_CRITICAL
configEVAL_THRESHOLD_SOLVE_DROP
configEVAL_THRESHOLD_STABILITY
configFEED_DATE
configFULL_AGENT_ECOSYSTEM
🔐 secretGITHUB_TOKEN
🔐 secretLLM_API_KEY
configLLM_BASE_URL
configLLM_MODEL
configLOG_FILE
configLOG_LEVEL
🔐 secretOPENAI_API_KEY
configPGSSLMODE
configPROJECTION_SNAPSHOT_INTERVAL_MS
configREPLAY_EPHEMERAL_PER_RUN
configREPLAY_EPHEMERAL_TTL_MS
configRESOLVER_AGENT_ID
configRESOLVER_AGENT_PROFILE
configRESOLVER_CLAIM_DELAY_MS
configRESOLVER_EXPERIMENTAL_IGNORE_LOW
configRESOLVER_EXPERIMENTAL_MAX_HINTS
configRESOLVER_EXPERIMENTAL_TEMPERATURE
configRESOLVER_EXPERIMENTAL_VERIFICATION
configRESOLVER_INTERVAL_MS
configRESOLVER_MAX_PER_CYCLE
configRESOLVER_MAX_REPLAY_BYTES
configRESOLVER_MAX_SUBMITS_PER_CYCLE
configRESOLVER_RECENT_TASKS_MAX
configRESOLVER_RECENT_TTL_MS
configRESOLVER_REPLAY_PATH
configRESOLVER_STARTUP_DELAY_MS
configSELF_URL
configSITEMAP_LASTMOD
configSSE_DEBOUNCE_WINDOW_MS
configSSE_HEARTBEAT_INTERVAL_MS
configSSE_MAX_CLIENTS
configSSE_MAX_PENDING_EVENTS
🔐 secretSTACKEXCHANGE_KEY
// 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 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/chenyuan35-aineedhelpfromotherai-15p721)](https://m8ven.ai/mcp/chenyuan35-aineedhelpfromotherai-15p721)
commit: fd4fea42f6d1be731d1ed2be5b445f325357b09c
code hash: 4a052f50ac144f84ef9a4b760c467b01ccfa4fc6b58f31becb03d33604901b50
verified: 6/12/2026, 11:37:58 AM
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