Resumakeai Mcp

io.github.sonnykatongola-ops由 GitHub 帳號 sonnykatongola-ops 發布v1.0.0更新於 Oct 27, 2026

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

已驗證Streamable HTTP可網頁執行效率與工作流AI 與機器學習

概覽

AI 產生的概覽

遠端 MCP 伺服器，用職缺描述為履歷評分，回傳 ATS 解析分數、職缺媒合度、缺少的技能與關鍵字建議。

可以做什麼
履歷與職缺媒合評分：送出履歷文字與職缺描述，取得 ATS 解析分數、媒合百分比、缺少的技能、建議補充的關鍵字，以及可能導致解析失敗的格式問題。
適用情境
適合需要針對某個特定職缺快速取得履歷回饋，或在投遞前檢查 ATS 格式與關鍵字落差的情況。
執行需求
遠端 Streamable HTTP 端點，不需本機安裝、帳號或 API 金鑰。履歷文字需 50–6000 字元，職缺描述需 50–4000 字元。速率限制由所有呼叫方共用，每日重置。
安裝前請注意
履歷與職缺描述文字會傳送到第三方託管服務，履歷中的個人資料會離開本機。共用的每日速率限制可能被其他呼叫方用盡。評分僅供參考，不保證 ATS 的實際行為。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Resumakeai Mcp，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.sonnykatongola-ops%2Fresumakeai-mcp/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "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.

來源：README.md，提交 30ab2d3

工具

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.

輸入參數resumeText必填jobDescription必填

版本歷史

1
  1. v1.0.0最新Sep 16, 2026

評分

已滿足適用檢查項的 100%

該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分