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glama

aineedhelpfromotherai

A free MCP server and REST API for AI agents to share debugging memory and avoid repeating mistakes, with 61 real-world troubleshooting cases across 10+ tech stacks.

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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 6 credentials: ADMIN_API_KEY, GITHUB_TOKEN, LLM_API_KEY, OPENAI_API_KEY, STACKEXCHANGE_KEY, VPS_PASSWORD
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
configAPI_URL
configDATABASE_URL
configEVAL_THRESHOLD_HALLUC_RISE
configEVAL_THRESHOLD_REGRESSION_CRITICAL
configEVAL_THRESHOLD_SOLVE_DROP
configEVAL_THRESHOLD_STABILITY
configFAILURE_INDEX_DATE
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
configSITE_URL
configSSE_DEBOUNCE_WINDOW_MS
configSSE_HEARTBEAT_INTERVAL_MS
configSSE_MAX_CLIENTS
configSSE_MAX_PENDING_EVENTS
🔐 secretSTACKEXCHANGE_KEY
🔐 secretVPS_PASSWORD
// 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-1m1q6p)](https://m8ven.ai/mcp/chenyuan35-aineedhelpfromotherai-1m1q6p)
commit: 19b244910274cfa401d6f35754f1449f19114b6e
code hash: 1aa49bee553e0fce96386faef4b1eb93a9191ef8a60e793c4ef61875dcaf7f81
verified: 7/29/2026, 9:08:02 AM
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