career-copilot (ronineymessjr-sudo/career-copilot) is an MCP server listed on the M8ven Trust Index. It scores 56 out of 100, grade D. It declares 9 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
D
Caution
56/100

career-copilot

AI-powered career copilot — search, track, and land your dream job via CLI, MCP, and Agent. Compatible with WorkBuddy / Claude Code / Codex / OpenCode.

→ ronineymessjr-sudo/career-copilot· listed on github_repo_search

Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

⚡ Live Monitored: not connected

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Who stands behind it

ronineymessjr-sudo

Source: github_repo_search

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Install from

GitHub

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
🚨
Known vulnerabilities in dependencies: 3 critical, 11 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
🔐
You'll be asked for 8 credentials: CRON_SHARED_SECRET, GOOGLE_OAUTH_CLIENT_SECRET, INTEGRATION_ENCRYPTION_KEY, OPENAI_API_KEY, OPENAI_FALLBACK_API_KEY, SUPABASE_PUBLISHABLE_KEY, SUPABASE_SECRET_KEY, TAVILY_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// tools this server exposes9 tools

These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.

search_jobs

搜索当前用户已保存的岗位。只返回用户自己的数据。

analyze_job

分析岗位要求、技能、硬性条件与风险。

rank_jobs

使用规则、证据语义重合和历史反馈对岗位排序。

find_evidence

检索已核验 Career Vault 证据。

list_resume_versions

列出当前用户的简历版本。

generate_resume_draft

基于已核验证据生成简历草稿；不会发送或投递。

create_email_draft

请求创建邮件草稿。需要在应用中完成明确批准和 Gmail 身份连接。

update_application_status

请求更新投递状态。提交、面试或 Offer 等状态必须在应用中单独确认。

submit_feedback

提交用户反馈。支持 bug 报告、功能建议、体验问题、好评鼓励和通用反馈。会话结束时主动询问用户是否有反馈，引导用户提供有价值的改进建议。

// known CVEs in dependencies3 critical11 high7 medium7 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

criticalnext@15.5.0GHSA-2xp9-vwfh-vxw4

Next.js: Unauthenticated Remote Code Execution in Image Optimization API when AVIF files are used

criticalnext@15.5.0GHSA-9qr9-h5gf-34mp

Next.js is vulnerable to RCE in React flight protocol

criticalnext@15.5.0GHSA-p293-qw3h-jr36

Next.js: Unauthenticated Remote Code Execution on windows-hosted servers

highnext@15.5.0GHSA-267c-6grr-h53f

Next.js has a Middleware / Proxy bypass in App Router applications via segment-prefetch routes

highnext@15.5.0GHSA-26hh-7cqf-hhc6

Next.js has a Middleware / Proxy bypass in App Router applications via segment-prefetch routes - Incomplete Fix Follow-Up

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// 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.
configAPP_MODE
configCAREER_COPILOT_API_URL
🔐 secretCRON_SHARED_SECRET
configGOOGLE_OAUTH_CLIENT_ID
🔐 secretGOOGLE_OAUTH_CLIENT_SECRET
configGOOGLE_OAUTH_REDIRECT_URI
🔐 secretINTEGRATION_ENCRYPTION_KEY
🔐 secretOPENAI_API_KEY
configOPENAI_EMBEDDING_MODEL
🔐 secretOPENAI_FALLBACK_API_KEY
configOPENAI_SEARCH_MODEL
configOWNER_USER_ID
configPLATFORM_ADMIN_USER_IDS
🔐 secretSUPABASE_PUBLISHABLE_KEY
🔐 secretSUPABASE_SECRET_KEY
configSUPABASE_URL
🔐 secretTAVILY_API_KEY
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployNEXT_PUBLIC_SUPABASE_PUBLISHABLE_KEY
deployNEXT_PUBLIC_SUPABASE_URL
// 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

9/9 tools missing one or more hints — search_jobs (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); analyze_job (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); rank_jobs (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +6 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

3/9 tools referenced in tests (33%)

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

Production dependencies are patched

3 critical, 11 high severity in production deps — next@15.5.0 (critical), next@15.5.0 (critical)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

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
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commit: c30887e4b2d297f383c13ac061d46e75ea680eef
code hash: 151e12336dc4269f2fc9200c5094c9cb6b681867b33ad326eccfa53a7cd415dd
view raw JSON →
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