Leaderboard/io.github.benediktgirz/storylenses
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.benediktgirz/storylenses

github.com/benediktgirz/storylenses-mcp-server↗|v0.1.3

AI cover letter generation for agents. Job analysis, profile matching, narrative letters.

65/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance5/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,329.4ms
Conformance
Pass
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 216ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1329ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1329ms, target <1000ms)
Skills
storylenses_analyze_job

Extract 15+ structured fields from a job posting — role requirements, company challenges, culture signals, recruiter priorities

storylenses_match_profile

Match a candidate profile/CV against job data — identifies fit score, matching skills, career gaps, and strongest narrative angle

storylenses_generate_letter

Generate a story-driven cover letter using matched data and a narrative archetype. Supports en/de/es/pt.

storylenses_quality_check

Score and evaluate a cover letter for relevance, narrative strength, and completeness. Returns score 0-100 with actionable feedback.

storylenses_list_archetypes

Return available narrative archetypes with descriptions so the agent or user can select a style

Tools
5 tools verified via live probe
verified 3d ago
Server: storylensesVersion: 0.1.2Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success216.4msPass
Jun 30, 2026success1296.9msPass
Jun 27, 2026success1329.4msPass
Jun 25, 2026success1707.9msPass
Jun 24, 2026success1564.2msPass
Jun 17, 2026success1658.3msPass
Jun 16, 2026success1320.1msPass
Jun 16, 2026success1598.6msPass
Jun 15, 2026success189.1msPass
Jun 12, 2026success183.5msPass
Source Registries
mcp-registry
First Seen
Apr 7, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026