Resumakeai Mcp

io.github.sonnykatongola-opsPublished by GitHub account sonnykatongola-opsv1.0.0Updated Oct 27, 2026

Free ATS resume score and job-match checker: scores a resume against a job description.

VerifiedStreamable HTTPWeb executableProductivity & WorkflowAI & ML

Overview

AI-generated overview

Remote MCP server that scores a resume against a job description, returning an ATS score, job-match percentage, missing skills and keyword suggestions.

What you can do
Score a resume against a job posting: submit resume and job description text and get an ATS parsing score, a match percentage, missing skills, suggested keywords and formatting issues that risk mis-parsing.
When to use it
Useful when someone wants quick feedback on a resume for a specific opening, or wants to check ATS formatting and keyword gaps before applying.
Requirements
A remote Streamable HTTP endpoint; no local install, account or API key. Resume text must be 50–6000 characters and the job description 50–4000 characters. Rate limit is pooled across all callers and resets daily.
Before you install
Resume and job description text is sent to a third-party hosted service, so personal details in a resume leave the user's machine. The shared daily rate limit can be exhausted by other callers. Results are advisory scores, not a guarantee of ATS behavior.

Installation

In SourceWeft

  1. Open Resumakeai Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.sonnykatongola-ops%2Fresumakeai-mcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "resumakeai": {
      "type": "http",
      "url": "https://www.resumakeai.com/api/mcp"
    }
  }
}

README

ResuMakeAi MCP Server

A free, unauthenticated Model Context Protocol server for ResuMakeAi — an AI resume builder that matches resumes against live job postings instead of generic keyword advice.

This repo is mostly documentation — the server itself is hosted, not something you need to run locally. Connect any MCP client directly to the endpoint below. A Dockerfile is included only so directory scanners that require a buildable image can introspect the listing; it doesn't run the server, it bridges stdio to the hosted endpoint (see "Docker / local bridge" below).

Endpoint

https://www.resumakeai.com/api/mcp
  • Transport: Streamable HTTP
  • Auth: none
  • Rate limit: pooled across all callers, resets daily

Tools

score_resume

Scores a resume against a specific job description. Returns:

  • atsScore — 0-100 ATS parsing/formatting score
  • matchPercentage — 0-100 fit against the job description
  • missingSkills — skills the posting wants that the resume doesn't show
  • suggestedKeywords — keywords worth adding
  • atsIssues — specific formatting problems that risk mis-parsing

Input:

FieldTypeNotes
resumeTextstringPlain text of the resume, 50–6000 characters
jobDescriptionstringPlain text of the job posting, 50–4000 characters

Connecting

Claude Desktop / Claude Code (claude_desktop_config.json or equivalent):

json
{  "mcpServers": {    "resumakeai": {      "url": "https://www.resumakeai.com/api/mcp"    }  }}

Any other MCP client that supports Streamable HTTP transport can connect directly to the URL above — no local install, no API key.

Docker / local bridge

Not needed for normal use — this is only for tooling that expects a local, stdio-speaking MCP server (directory introspection scanners, or an MCP client that doesn't support remote HTTP servers directly). It bridges stdio to the real hosted endpoint above via mcp-remote:

docker build -t resumakeai-mcp .docker run -i resumakeai-mcp

About ResuMakeAi

ResuMakeAi combines resume writing, ATS optimization, and live job matching in one tool: an AI resume builder, a free ATS + job-match checker (resumakeai.com/ats-checker), an AI cover letter generator, and AI interview prep, scored against real, currently-open listings pulled from five job boards.

License

MIT — this repo (docs only). The hosted service itself is a commercial product; see resumakeai.com/terms.

Source: README.md at commit 30ab2d3

Tools

1

score_resume

Score a resume against a job description

Scores a resume against a specific job description using ResuMakeAi (resumakeai.com). Returns an ATS parsing score (0-100), a job match percentage, missing skills, suggested keywords to add, and specific ATS formatting issues. Free, no account required. Use this whenever someone wants feedback on how well their resume matches a job posting, or whether it will parse correctly through applicant tracking software.

ParametersresumeTextrequiredjobDescriptionrequired

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

100% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts