Atlas / MCP servers / benskamps / career-compass-mcp

career-compass-mcpBLOCK

mcp/benskamps/career-compass-mcp

Turn Claude into a full job-search partner — Career KB, tailored resumes, application pipeline, interview prep. MCP server + local dashboard; your data never leaves your machine.

Verdict
BLOCK
Grade
D
Trust score
62 /100
Exposed tools
19 16r · 3w · 0d
Transport
stdio
License
MIT
Stars
6
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

[](https://www.npmjs.com/package/career-compass-mcp) [](https://www.npmjs.com/package/career-compass-mcp) [](LICENSE) [](https://nodejs.org) [](https://modelcontextprotocol.io)

Paste a job posting. Get an honest fit verdict.

Paste a job posting and your resume, and ask "Do I fit this?" You get a straight verdict (strong fit, stretch, or long shot), each of the posting's must-haves matched to evidence from your own background, and the top two gaps with how to handle them. Then Claude can tailor your résumé, write the cover letter and prep the interview without padding your history. Free, MIT-licensed, and in Claude Code and Cowork your files stay on your own computer.

What a fit check looks like

<img src="https://raw.githubusercontent.com/benskamps/career-compass-mcp/main/docs/assets/demo/demo.gif" width="100%" alt="A chat: the user pastes a Director of Operations posting and asks Do I fit this. Career Compass's explore_opportunity tool returns the sample candidate's evidence and preference contract, and Claude replies: Strong fit, pay inside the band, the first three must-haves matched to evidence, and two gaps, risk ops and payments regulation. Verdict: pursue it.">

A real run: the explore_opportunity output on the bundled sample

Read from source at commit 5d4013cc6db1OBSERVED · 2026-10-11
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code
claude mcp add career-compass-mcp --env CAREER_COMPASS_LIVE_REGISTRY_TEST=${CAREER_COMPASS_LIVE_REGISTRY_TEST} --env CAREER_COMPASS_TODAY=${CAREER_COMPASS_TODAY} -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "career-compass-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "CAREER_COMPASS_LIVE_REGISTRY_TEST": "${CAREER_COMPASS_LIVE_REGISTRY_TEST}",
        "CAREER_COMPASS_TODAY": "${CAREER_COMPASS_TODAY}"
      }
    }
  }
}
03

Exposed tools (19)

16 read · 3 write · 0 destructive.

ToolRiskDescription
answer_applicationread
capture_insightread
check_setupread
classify_emailread
evaluate_offerread
explore_opportunityread
format_for_atsread
generate_cover_letterread
generate_rejection_responseread
harvest_evidenceread
ingest_documentread
interview_arcread
pipeline_addwrite
pipeline_updatewrite
pipeline_viewread
prepare_interviewread
research_companyread
save_career_sectionwrite
tailor_resumeread
04

Trust audit

BLOCKgrade D · trust 62/100 Do not install this without reading the findings. The audit found something that could harm you or your machine.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeFAIL
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
declared (2 observation(s))
Network
declared (1 observation(s))
Shell
declared (6 observation(s))
Dependencies
not all pinned
Secrets in source
none-found

Findings (19)

HIGHCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
src/install.ts:181
try { current = exec(bin, ["mcp", "get", "career-compass"]); } catch { current = null; }
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
HIGHCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
src/install.ts:190
if (stale) exec(bin, ["mcp", "remove", "career-compass", "-s", "user"]);
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
HIGHCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
src/install.ts:191
exec(bin, args);
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
HIGHCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
src/install.ts:211
const list = JSON.parse(exec(bin, ["plugin", "list", "--json"])) as unknown;
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
HIGHCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
src/install.ts:237
exec(cmd, args);
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
LOWInventory / provenance · inv.hidden_file · CWE-1104
docs/.nojekyll
.nojekyll
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
dashboard/.storybook/main.ts:15
"@shared": path.resolve(__dirname, "../../src"),
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
dashboard/app/__tests__/standalone-dynamic.test.ts:21
const repoRoot = path.resolve(import.meta.dirname, "../../..");
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
dashboard/app/layout.tsx:8
import pkg from "../../package.json";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
src/__tests__/first-run.test.ts:159
arguments: { section: "../../escaped", data: [] },
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
src/__tests__/read-path-surfacing.test.ts:21
const EXAMPLE_DATA_PATH = fileURLToPath(new URL("../../data/example", import.meta.url));
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
PRIVACY.md:105
`http://127.0.0.1:<port>/`. That is a loopback request to your own machine; it never
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
docs/privacy.html:148
<code>http://127.0.0.1:&lt;port&gt;/</code>. That is a loopback request to your own machine; it never
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
docs/privacy.md:110
`http://127.0.0.1:<port>/`. That is a loopback request to your own machine; it never
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
docs/privacy/index.html:148
<code>http://127.0.0.1:&lt;port&gt;/</code>. That is a loopback request to your own machine; it never
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
src/__tests__/ask-bridge.test.ts:119
expect(isAllowedOrigin("http://127.0.0.1:3141")).toBe(true);
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
dashboard/package.json
@base-ui/react, class-variance-authority, clsx, lucide-react, next, react, react-dom, recharts
Why it matters. 25 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@modelcontextprotocol/sdk, yaml, zod, @modelcontextprotocol/inspector, @types/node, playwright, tsx, typescript
Why it matters. 9 dependency range(s) float
Fix. pin exact versions or ship a lockfile
INFOInventory / provenance · inv.oversize · CWE-1104
docs/assets/demo/demo.gif
docs/assets/demo/demo.gif
Why it matters. 3646139 bytes not read

Gates applied: no_behavioural_pass.

Audited 2026-10-11 · audit v0.4.1 · source sha 5d4013cc6db1full audit observations/trust-audit/mcp-server/benskamps__career-compass-mcp.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-115d4013cc6db1BLOCKD62first audit
06

Questions

What is the career-compass-mcp MCP server?

Turn Claude into a full job-search partner — Career KB, tailored resumes, application pipeline, interview prep. MCP server + local dashboard; your data never leaves your machine.

What tools does career-compass-mcp expose?

19 in total: 16 read-only, 3 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is career-compass-mcp safe to connect to an agent?

No — not without reading the findings first. The audit graded it D (62/100) and found 5 critical or high issues in the source. Each one is listed on this page with the file and line it is on.

What credentials does career-compass-mcp need?

It reads CAREER_COMPASS_LIVE_REGISTRY_TEST and CAREER_COMPASS_TODAY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does career-compass-mcp run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as career-compass-mcp at 2.11.2.

How current is this page?

The grade is for one exact copy of the source (5d4013cc6db1), read on 2026-10-11. The repository is watched and re-audited when it changes.

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