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

CompShop

Search 350+ compensation surveys by industry, region, or job title. Independent directory.

89/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance29/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
296ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 296ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 296ms, task completion: 100%
Skills
search

Free-text search across the CompShop directory of compensation surveys. Returns matching vendors, reports, job families, and positions. Use for open-ended discovery questions like 'biotech surveys in Europe' or 'CEO compensation data'.

list_vendors_by_industry

List every CompShop vendor that publishes surveys for a given industry. Use when the user asks 'what survey publishers cover [industry]?'

list_vendors_by_region

List vendors with survey coverage in a given region. Use when the user asks 'what publishers cover [region]?' Region is matched against both vendor-level scope and individual report scopes.

find_surveys_for_position

Find compensation surveys that benchmark a specific job title or position (e.g. 'Software Engineer', 'CPA', 'Sr Acct', 'head of finance'). Combines literal title matching with embedding-based semantic similarity, so abbreviations and paraphrases work — 'CPA' returns 'Certified Public Accountant', 'Sr Acct' returns 'Senior Accountant'. Reports per position are ranked to surface broad-coverage surveys (general-industry, US scope) before niche cuts.

get_vendor

Detailed info on a specific vendor by slug, including all of their reports. Use after `search` or `list_vendors_by_industry` returns a candidate.

get_report

Detailed info on a single survey report by slug.

recommend_surveys

Recommend the best-fit compensation surveys given a hiring/benchmarking context. Use when the user asks 'what survey should I use for [situation]?' Returns ranked vendors with rationale. Required: industry. Optional: region, role focus.

Tools
7 tools verified via live probe
verified Jun 9
Server: compshopVersion: 0.1.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success296msPass
Jun 5, 2026success193.9msPass
Jun 5, 2026success205.1msPass
Jun 4, 2026success126msPass
Jun 3, 2026success101.2msPass
May 30, 2026success108.9msPass
May 29, 2026success244.4msPass
May 29, 2026success121.2msPass
May 27, 2026success75.4msPass
May 27, 2026success110.5msPass
Source Registries
mcp-registry
First Seen
Apr 28, 2026
Last Seen
Jun 8, 2026
Last Probed
Jun 9, 2026