jobhunt_mcp (mith-blip/jobhunt-mcp) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: there is no public source to read and no endpoint we can reach, so there is nothing for us to inspect. No publisher has claimed this listing.

C
Emerging
74/100
6 days ago

jobhunt_mcp

Turns Claude into a job-search operations manager: searches live job boards, tracks applications in Google Sheets, manages follow-ups and contacts, and assembles tailored resumes/cover letters saved to Google Drive, without auto-submitting.

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

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Who stands behind it

mith-blip

Source: Glama

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// key findings
🚨
Secret credentials may flow to a network call
2 flows detected: ADZUNA_APP_KEY, RAPIDAPI_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 2 credentials: ADZUNA_APP_KEY, RAPIDAPI_KEY
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.
configGOOGLE_SERVICE_ACCOUNT_FILECopy claude_desktop_config.example.json into your Claude Desktop config (claude_desktop_config.json), then fill in the args path to server.py, the path, and the IDs/keys from the steps above.
configJOBHUNT_SPREADSHEET_ID✅ ID of the tracker Google Sheet (shared with the service account)
configJOBHUNT_DRIVE_FOLDER_ID✅ ID of the Drive folder for saved documents
configJOBHUNT_MASTER_RESUME_FILE_ID✅ ID of your master resume Google Doc
configADZUNA_APP_IDAdzuna: free at <https://developer.adzuna.com> → register → copy your App ID and App Key into and ADZUNA_APP_KEY.
🔐 secretADZUNA_APP_KEYAdzuna: free at <https://developer.adzuna.com> → register → copy your App ID and App Key into ADZUNA_APP_ID and .
configADZUNA_COUNTRYoptional Adzuna country code (default us)
🔐 secretRAPIDAPI_KEYJSearch (recommended — searches all boards at once): free at <https://rapidapi.com> → search "JSearch" → subscribe to the Basic (free) plan → copy your RapidAPI key into .
// quality suggestions

openWorldHint matches behaviour

1 tool claims openWorldHint=false but make outbound HTTP — jobhunt_save_document → dynamic (line 687)

Either flip openWorldHint to true (acknowledging external reach) or refactor the handler to avoid outbound HTTP. If the only network calls are to a known fixed endpoint that you consider part of the tool itself, document that and keep openWorldHint=false; otherwise true is honest.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

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 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/mith-blip-jobhunt-mcp-xywdn8)](https://m8ven.ai/mcp/mith-blip-jobhunt-mcp-xywdn8)
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commit: b70cdc3d7e842a745de20515f47ee9974ad6d7a9
code hash: 5ba0addce70dcbcb9509a889cf054f398d19e16178f83a40aadb21cc8a99817c
verified: 8/20/2026, 9:09:41 AM
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