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10 days ago
glama

Job Application MCP

A local-first, open-source MCP server that analyzes jobs, matches your CV, tailors documents, and tracks applications — all on your machine with no data uploaded.

→ firyomaefx/job-application-mcp· listed on glama
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// key findings
⚠️
Known vulnerabilities in dependencies: 1 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
✅
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 4 credentials: AI_API_KEY, JOB_MCP_HTTP_TOKEN, JOB_MCP_LICENCE_SECRET, SUPABASE_ANON_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies1 high1 low

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

high@modelcontextprotocol/sdk@1.0.4GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

lowmammoth@1.8.0GHSA-rmjr-87wv-gf87

Mammoth is vulnerable to Directory Traversal

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// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
🔐 secretAI_API_KEY— tailor_cv job_id, cv_id Tailored CV draft. With your own AI API key (): AI-rewritten prose; without: heuristic local draft.
configAI_BASE_URL— AI_MODEL / Optional model + base URL override (e.g. an OpenAI-compatible endpoint).
configAI_MODEL— / AI_BASE_URL Optional model + base URL override (e.g. an OpenAI-compatible endpoint).
configAI_PROVIDER— use a real AI provider when you set (openai or anthropic) and
configJOB_MCP_AI_MAX_RETRIES
configJOB_MCP_AI_MIN_INTERVAL_MS
configJOB_MCP_AI_MONTHLY_LIMIT_USD
configJOB_MCP_CV_DIRS— folder listed in ) — paths outside the allow-list are rejected,
configJOB_MCP_DATA_DIR— ./data Where the SQLite DB and parsed data live.
configJOB_MCP_HTTP_PORT— 8787 Port for the local HTTP bridge (loopback only).
🔐 secretJOB_MCP_HTTP_TOKEN— Optional bearer token the bridge requires on /call.
🔐 secretJOB_MCP_LICENCE_SECRET
configJOB_MCP_LICENCE_SERVER— Pro licence activation endpoint (hosted service).
🔐 secretSUPABASE_ANON_KEY— SUPABASE_URL / Cloud sync & auth (Pro, hosted).
configSUPABASE_URL— / SUPABASE_ANON_KEY Cloud sync & auth (Pro, hosted).
// 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 2 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/firyomaefx-job-application-mcp-pn1fp9)](https://m8ven.ai/mcp/firyomaefx-job-application-mcp-pn1fp9)
commit: d21b681db5817ac815d8b34f1a0e47b465ee18e1
code hash: 109050fc124ac4f8e4b6c8267268913f9634fe3e2a919975c50316539d61ebc0
verified: 7/21/2026, 9:00:29 AM
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