reframed-mcp
The server tailors a resume to a job description, returning one or both rewritten versions and a provenance summary.
Input: Provide your resume as a Markdown file path or raw text (PDFs not supported) and the job description as raw text.
Styles:
conservative— light edits optimized for ATS.reframed— voice-preserving rewrite with stronger framing.both(default) — returns both versions.
Provenance summary: Shows how much of the tailored result remains your original words, with verifiable percentages and a signed receipt at
reframed.works/verify/<id>.Free tier: 3 tailors per week without sign-up or API key, counted by network address.
API key (optional): Supply
REFRAMED_API_KEYvia environment variable or config for higher quotas and a saved voice profile.API host override: Set
REFRAMED_API_BASEto target a preview deployment or local server.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@reframed-mcp Reframe my resume at ~/resume.md for this job: Senior SWE at Acme"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
reframed-mcp
Tailor a resume to a job posting, from inside whatever agent you already use.
No account. No API key. Install it and ask.
Start
Claude Code
claude mcp add reframed -- npx -y reframed-mcpClaude Desktop
Edit ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"reframed": {
"command": "npx",
"args": ["-y", "reframed-mcp"]
}
}
}Restart Claude Desktop.
Cursor
Settings → Features → MCP:
{
"reframed": {
"command": "npx",
"args": ["-y", "reframed-mcp"]
}
}Continue.dev
In ~/.continue/config.json:
{
"mcpServers": [
{
"name": "reframed",
"command": "npx",
"args": ["-y", "reframed-mcp"]
}
]
}Related MCP server: CompleteMCP
Ask
Tailor my resume at ~/resume.md to this job: [paste the posting]
That's the whole thing.
What comes back
Two versions of the resume and a provenance summary — how much of the result is still your own words.
| What you get |
| Light edits — your words, shaped for the ATS |
| Voice-preserving rewrite — stronger framing |
| Both versions + provenance summary |
The provenance summary is backed by a signed receipt at
reframed.works/verify/<id> — the percentages are checkable, not just asserted.
The free tier
Three tailors a week. No sign-up, nothing to configure.
Counted per network address, on the same weekly window the site uses.
When they're gone, the tool says so and points at reframed.works/pricing.
Other limits:
.pdfresume input isn't supported — convert to.mdor paste raw textJob description goes in as raw text (URL scraping comes later)
For more than the free tier
An API key raises the ceiling to your plan's quota and runs the tailor against your saved voice profile.
Sign in at reframed.works
Settings → API Keys → Create key
Copy the key (
rt_live_...)
Then either export it:
export REFRAMED_API_KEY=rt_live_...Or write it once and forget it:
mkdir -p ~/.config/reframed
echo "rt_live_..." > ~/.config/reframed/keyWith a key present, calls run against the account. Without one, they run on the free tier. Nothing else changes.
Plans and quotas: reframed.works/pricing.
Pointing somewhere else
REFRAMED_API_BASE overrides the host — useful against a preview deployment or
a local server. Defaults to https://reframed.works.
License
Available Tools
1 toolreframed_tailorA
Tailor a resume to a specific job. Preserves your voice. Returns two versions and a provenance summary.
Inputs: resume (required), jd (required), style.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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TDQS
Scored across 1 tool
Only one tool exists, so there is no risk of confusion between tools.
With a single tool, naming is trivially consistent; the name uses a clear verb_noun pattern.
A single tool is at the low end of the typical range; while appropriate for a narrow purpose, it feels thin compared to most servers.
The tool covers its stated purpose of tailoring a resume but lacks additional supporting operations like job description retrieval or resume parsing.
Maintenance
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- AlicenseNot gradedqualityCmaintenanceEnables evidence-grounded resume tailoring by generating ATS-readable LaTeX/PDF resumes from a user-curated experience bank, with every bullet traceable to evidence and inferred wording flagged for user approval.MIT