jobfinder (MajidAli2006/jobfinder) 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.

Emerging

74/100

6 days ago

jobfinder

Item: jobfinder
Rating: 74
Author: M8ven

Enables AI-powered job searching across multiple platforms using natural language or CV uploads, ranking results by shortlisting likelihood and generating detailed spreadsheets. Integrates with Claude to perform full job searches, preview query interpretation, and manage platform configurations.

→ MajidAli2006/jobfinder · listed on glama

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 push why connect →

Who stands behind it

MajidAli2006

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

⚡ Connect GitHub for Live Monitored

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 8 credentials: ADZUNA_APP_KEY, REED_API_KEY, JOOBLE_API_KEY, CAREERJET_API_KEY, ZIPRECRUITER_API_KEY, SERPAPI_KEY, SEARCHAPI_KEY, ANTHROPIC_API_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.

configJOBFINDER_ENV1. A file you name yourself, via =/path/to/your.env

configJOBFINDER_HOME

configJOBFINDER_OUTPUT_DIR

configJOB_AGENT_SOURCES

configADZUNA_APP_IDand ADZUNA_APP_KEY Adzuna (worldwide) [developer.adzuna.com](https://developer.adzuna.com/)

🔐 secretADZUNA_APP_KEYADZUNA_APP_ID and Adzuna (worldwide) [developer.adzuna.com](https://developer.adzuna.com/)

🔐 secretREED_API_KEYReed (UK) [reed.co.uk/developers](https://www.reed.co.uk/developers)

🔐 secretJOOBLE_API_KEYJooble (worldwide) [jooble.org/api/about](https://jooble.org/api/about)

🔐 secretCAREERJET_API_KEYCareerjet (worldwide) [careerjet.com/partners/api](https://www.careerjet.com/partners/api/)

configINDEED_PUBLISHER_ID, ZIPRECRUITER_API_KEY, SEEK_API_KEY,

🔐 secretZIPRECRUITER_API_KEYINDEED_PUBLISHER_ID, , SEEK_API_KEY,

🔐 secretSERPAPI_KEYSerpApi [serpapi.com](https://serpapi.com/) Free monthly allowance, paid beyond it

🔐 secretSEARCHAPI_KEYSearchApi.io [searchapi.io](https://www.searchapi.io/) Same data, free allowance then paid

configGOOGLE_JOBS_PAGES

configCAREERJET_REFERER

🔐 secretANTHROPIC_API_KEYsk-ant-your-key-here

configLLM_ENABLED

configLLM_MODEL

configLLM_EFFORT_ELIGIBILITY

configLLM_EFFORT_FIT

configLLM_MAX_ELIGIBILITY_CALLS

configLLM_MAX_FIT_CALLS

configLLM_MAX_SPEND_USD

configLLM_CACHE_DAYS

configLLM_CONCURRENCY

configLLM_MAX_ADVERT_CHARS

configLLM_MIN_CHANCE_WITH_CV

configLLM_CHANCE_FLOOR_MIN_KEPT

configLLM_FIT_WEIGHT

configQUICK_LINKEDIN_MAX_DETAILS

configQUICK_DESCRIPTION_MAX_FETCHES

configQUICK_LINKEDIN_SEARCH_WORKERS

configQUICK_LLM_MAX_ELIGIBILITY_CALLS

configQUICK_LLM_MAX_FIT_CALLS

configQUICK_LLM_CONCURRENCY

configPROFILE_MAX_CV_CHARS

// 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

4/4 tools missing one or more hints — check_setup (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_platforms (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); preview_search (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +1 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.

License file

No license file

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

Tool test coverage

Only 1/4 tools referenced in tests (25%)

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

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 4 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/majidali2006-jobfinder-r36cq8)](https://m8ven.ai/mcp/majidali2006-jobfinder-r36cq8)

Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.

commit: eac0c45684b495df789123bfd126d3ebb80a9d4e

code hash: 9123ba46077a6c443bc016aa288dd23ed68019cd08edbb7f6cc229bb71ccd7ec

verified: 8/20/2026, 9:07:46 AM

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