Emerging

74/100

6 hours ago

AI-CV-Builder-MCP

Item: AI-CV-Builder-MCP
Rating: 74
Author: M8ven

MCP server for AI-powered CV building, offering tools to create professional CVs, improve sections, match skills to jobs, and recommend skills.

→ fatimaiqbal34/AI-CV-Builder-MCP · 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.

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Who stands behind it

fatimaiqbal34 · Claimed

Source: Glama

Maintenance & responsiveness

as of 2026-08-19

Issues closed (90d): 0 · 0 open

Releases (90d): none

Active contributors (6mo): 1

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Install from

Glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

Are you the publisher? Confirm or correct these findings.

// 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 — build_cv (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); improve_section (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); job_match (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.).

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 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/fatimaiqbal34-ai-cv-builder-mcp-6vc3uj)](https://m8ven.ai/mcp/fatimaiqbal34-ai-cv-builder-mcp-6vc3uj)

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

commit: 395e601b26e98bb507536c050cb380b891309180

code hash: 3160bfd8880dc819e8109f9aeeba4e488658548ca27e667fae09dc6d13de4ace

verified: 8/19/2026, 11:21:54 AM

view raw JSON →

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