About Calibrd Agent
Calibrd Agent evaluates a job posting against a CV, reporting fit, gaps, interview questions, recruiter and ATS scores, and a cover-letter draft. It is for job seekers assessing an opportunity through MCP clients.
Key features
- 01Job-to-CV match score and gap analysis
- 02Full report for a job posting
- 03Recruiter and ATS CV review
- 04Cover-letter draft for a job
- 05Account status and pass checkout tools
Use cases
- 01Assess fit before applying for a role
- 02Identify CV gaps for a specific posting
- 03Review how a CV may fare with ATS
- 04Draft a role-specific cover letter
MCP support
Provides job-scoring, CV-review, report, and cover-letter tools to MCP clients through a hosted endpoint. A local stdio bridge is available for clients that only support stdio.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://www.calibrd.com/mcpclaude mcp add --transport http com-calibrd-agent https://www.calibrd.com/mcp{"mcpServers":{"com-calibrd-agent":{"type":"http","url":"https://www.calibrd.com/mcp"}}}Open in Cursor{"servers":{"com-calibrd-agent":{"type":"http","url":"https://www.calibrd.com/mcp"}}}Open in VS Code{"mcpServers":{"com-calibrd-agent":{"type":"http","url":"https://www.calibrd.com/mcp"}}}{"mcpServers":{"com-calibrd-agent":{"serverUrl":"https://www.calibrd.com/mcp"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
Details
From the project READMECalibrd Agent
Will a hiring manager shortlist you for this role? Calibrd scores one job posting against your CV and answers that before you spend an evening on the application. It shows where you fall short at your level, the questions each round will ask, how your CV lands with a recruiter and with an applicant tracking system, and it drafts the cover letter when you decide the job is worth it.
This repository is the plugin manifest only. The server runs at https://www.calibrd.com/mcp.
Listed on Smithery and Glama, and in the official MCP registry as com.calibrd/agent.
Install
Claude (claude.ai): Settings → Connectors → Add custom connector → URL https://www.calibrd.com/mcp.
Claude Code:
claude mcp add --transport http calibrd https://www.calibrd.com/mcp
Grok (grok.com / Grok Bot): grok.com/connectors → Custom → paste the URL.
Grok Build, Cursor, other MCP clients: copy .mcp.json into your project, or install this plugin from the xAI marketplace.
Give the tools a posting as text or as a link (public LinkedIn job pages, Greenhouse, Lever, Levels.fyi, careers pages). Connecting opens a Calibrd sign-in once. Reports are free, three a day. A pass removes the cap and unlocks every tool; payment is on calibrd.com, never in the chat.
Tools
| Tool | What it does | Gate |
|---|---|---|
calibrd_score_job | Match score 0–100 and the gaps at your level | Free |
calibrd_report | The full Calibrd report on one job | Free, 3 a day |
calibrd_review_cv | Recruiter and ATS scores, what to fix | Free |
calibrd_cover_letter | A draft from your CV for one job | One free, then a pass |
calibrd_status | What you have on Calibrd | Free |
calibrd_get_pass | A checkout link for a pass | Free to ask |
Running it over stdio
Most clients connect straight to https://www.calibrd.com/mcp and none of this
is needed. bridge.mjs is here for the two cases that cannot: clients that
speak only stdio, and directory scanners that need a process to start and
introspect.
node ./bridge.mjs
No dependencies and no build step — it is one file on the Node standard
library. It answers initialize and tools/list locally, so listing the tools
needs no account and no network. Running one does: tools/call forwards to the
hosted server with the bearer token in CALIBRD_ACCESS_TOKEN, and says so
plainly when there isn't one. CALIBRD_MCP_URL overrides the endpoint.
The tool catalogue in bridge.mjs mirrors the hosted server. If the server
gains or changes a tool, update the file — nothing enforces that automatically.
Your data
Calibrd Agent runs inside your assistant. Your CV, the job description and the report pass through your assistant's provider (Anthropic, OpenAI or xAI) under their terms. Calibrd itself keeps none of it: reports and CVs are generated and returned, not stored.
Full details: https://www.calibrd.com/agent and https://www.calibrd.com/privacy
License
MIT, for this manifest. Calibrd itself is a hosted service under its own terms.
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.