io.github.sonnykatongola-ops/resumakeai-mcp
https://www.resumakeai.com/api/mcp ↗
Description
Free ATS resume score and job-match checker: scores a resume against a job description.
What our measurements say
io.github.sonnykatongola-ops/resumakeai-mcp is a remote MCP server published at www.resumakeai.com. It has been probed 10 times since 9/12/2026. It answered in 10 of them (100.0%), a near-uninterrupted record. Median response time is 1,201 ms, a delay an agent will notice. It offers a narrow, focused set of 1 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Agent readability score
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| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 10:45:14 | Legacy | 400 | 1508 | 200 | 1327 | 2025-11-25 |
| 2026-09-13 08:43:04 | Legacy | 400 | 1585 | 200 | 1569 | 2025-11-25 |
| 2026-09-13 06:40:42 | Legacy | 400 | 582 | 200 | 562 | 2025-11-25 |
| 2026-09-13 04:35:29 | Legacy | 400 | 925 | 200 | 893 | 2025-11-25 |
| 2026-09-13 01:33:33 | Legacy | 400 | 1500 | 200 | 1583 | 2025-11-25 |
| 2026-09-12 23:31:36 | Legacy | 400 | 719 | 200 | 677 | 2025-11-25 |
| 2026-09-12 21:29:15 | Legacy | 400 | 1201 | 200 | 1305 | 2025-11-25 |
| 2026-09-12 19:27:29 | Legacy | 400 | 1452 | 200 | 1471 | 2025-11-25 |
| 2026-09-12 17:24:09 | Legacy | 400 | 358 | 200 | 376 | 2025-11-25 |
| 2026-09-12 15:21:42 | Legacy | 400 | 1163 | 200 | 1148 | 2025-11-25 |
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 201ms → warm 336ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
score_resumeScores 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.
resumeTextstringrequiredjobDescriptionstringrequired
Availability history
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Era history
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
Response time history
The two probe legs separately: modern server/discover and legacy initialize.
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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[](https://mcpmetrics.io/servers/io-github-sonnykatongola-ops-resumakeai-mcp)<a href="https://mcpmetrics.io/servers/io-github-sonnykatongola-ops-resumakeai-mcp"><img src="https://mcpmetrics.io/badge/io.github.sonnykatongola-ops/resumakeai-mcp/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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