Quarter04_plus_Learning (OsamabinAdnan/Quarter04_plus_Learning) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

C
Emerging
74/100
14 days ago

Quarter04_plus_Learning

GIAIC Quarter 04 Learning & Working | From Prompt and Context Engineering to onward

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

OsamabinAdnan

Source: github_code

Is this your MCP?

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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 7 credentials: LLM_MODEL_API_KEY, OPENAI_API_KEY, GITHUB_ACCESS_TOKEN, GEMINI_API_KEY, OPENROUTER_API_KEY, PROXY_API_KEY, REFRESH_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configLLM_MODEL
🔐 secretLLM_MODEL_API_KEY
configLLM_CHAT_COMPLETION_URL
configMCP_SERVER_URL
configOPENAI_MODEL
configOPENAI_BASE_URL
🔐 secretOPENAI_API_KEY
configUSE_UV
configHTTP_PROXY
configHTTPS_PROXY
configALL_PROXY
configNO_PROXY
configPROFILE_ARN
configKIRO_REGION
configKIRO_API_REGION
🔐 secretGITHUB_ACCESS_TOKEN
🔐 secretGEMINI_API_KEY
configBASE_URL
🔐 secretOPENROUTER_API_KEY
configNEON_DATABASE_URL
configSERVER_HOST
configSERVER_PORT
🔐 secretPROXY_API_KEY
configVPN_PROXY_URL
🔐 secretREFRESH_TOKEN
configKIRO_CREDS_FILE
configKIRO_CLI_DB_FILE
configSQLITE_READONLY
configTOOL_DESCRIPTION_MAX_LENGTH
configTRUNCATION_RECOVERY
configLOG_LEVEL
configFIRST_TOKEN_TIMEOUT
configSTREAMING_READ_TIMEOUT
configFIRST_TOKEN_MAX_RETRIES
configFAKE_REASONING
configFAKE_REASONING_MAX_TOKENS
configFAKE_REASONING_BUDGET_CAP
configFAKE_REASONING_HANDLING
configFAKE_REASONING_INITIAL_BUFFER_SIZE
configKIRO_MAX_PAYLOAD_BYTES
configAUTO_TRIM_PAYLOAD
configWEB_SEARCH_ENABLED
configACCOUNT_SYSTEM
configACCOUNTS_CONFIG_FILE
configACCOUNTS_STATE_FILE
configACCOUNT_RECOVERY_TIMEOUT
configACCOUNT_MAX_BACKOFF_MULTIPLIER
configACCOUNT_PROBABILISTIC_RETRY_CHANCE
configACCOUNT_CACHE_TTL
configSTATE_SAVE_INTERVAL_SECONDS
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

45/45 tools missing one or more hints — get_forecast (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); server_status (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); hello (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +42 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool test coverage

Only 6/45 tools referenced in tests (13%)

Write tests that reference each tool by name so every tool has at least one test.

Shell command execution

2 child_process/subprocess calls in production code — runs shell commands (Q4_ClassWorking/ClassWork/Class17_08022026/main.py:24, Panaversity_Course/Gemini_CLI/Ses_01/cli_session/calculator_project/app.py:16)

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Secrets not logged

53 secret values sent to console.log

Redact or omit secret values from log output.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// 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/osamabinadnan-quarter04-plus-learning-1a8oaw)](https://m8ven.ai/mcp/osamabinadnan-quarter04-plus-learning-1a8oaw)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 3738fcd8585b427c1bdaef0e54c06e664fb31750
code hash: 0455fe29ebe2693889a8a27ac95b4b936e4ea0e9ddda3f93a17050b20aa0edea
verified: 8/16/2026, 6:52:46 PM
view raw JSON →
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