Leaderboard/resume-to-jobdescription-matcher
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

resume-to-jobdescription-matcher

Match resumes to job descriptions and evaluate candidate fit using semantic similarity. This tool computes a match score between a candidate’s resume and a job description based on skills, experience, and context. Use this tool to: - Screen candidates against a job description - Rank resumes by relevance - Evaluate candidate fit for a role Provide both the full job description and resume as plain text. Returns a score from 0 to 100, where higher scores indicate better alignment.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
636.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 217ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 636ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 16, 2026success217.3msPass
Apr 16, 2026success211.5msPass
Apr 16, 2026success209.8msPass
Apr 16, 2026success210.3msPass
Apr 16, 2026success229.5msPass
Apr 16, 2026success303.2msPass
Apr 16, 2026success236.5msPass
Apr 16, 2026success230.6msPass
Apr 16, 2026success199msPass
Apr 16, 2026success223.2msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 18, 2026
Last Probed
Apr 16, 2026