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Careeronestop

by io.github.pipeworx-io
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Server Details

CareerOneStop MCP — wraps the CareerOneStop Web API (U.S. Dept. of Labor)

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Status
Unhealthy
Uptime
0.1% over 22 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-careeronestop
GitHub Stars
0
Server Listing
mcp-careeronestop

TDQS

A3.7/5.0

Scored across 39 tools

Disambiguation3/5

The server mixes highly distinct tools (remember/recall/forget, subscribe/unsubscribe) with a large cluster of overlapping routing/research tools: ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, discover_tools, suggest_questions. Similarly, bet_research, polymarket_edges, polymarket_arbitrage, polymarket_edge_tracker, and polymarket_kalshi_spread are related enough that selection is non-trivial. The verbose descriptions explicitly state when to prefer which, which rescues it from worse scores, but boundaries remain fuzzy.

Naming Consistency4/5

Names are uniformly snake_case verb_noun, so casing and style are consistent throughout. The only deviation is namespace prefixes (pipeworx_, polymarket_, careeronestop_) applied to some tools while others are unprefixed, plus a couple of noun-only names (entity_profile, company_facts). Readable and predictable overall.

Tool Count2/5

39 tools is well past the heavy threshold, and several (ask_pipeworx x3, deep_research) exist as overlapping routing variants rather than distinct capabilities. Even granted that this acts as a broad gateway, the count creates a burden on tool selection and feels over-scoped for a single server surface.

Completeness4/5

The surface covers memory lifecycle (remember/recall/forget), subscription lifecycle (subscribe/unsubscribe/list_subscriptions/recent_alerts), research, entity resolution, comparison, and claim verification, so core agent workflows have no dead ends. Minor gaps exist around explicit update/delete for some domains, but agents can work around these.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 39 tool updates
    • First observedai_visibility_check
    • First observedask_pipeworx
    • First observedask_pipeworx_beta
    • First observedask_pipeworx_grounded
    • First observedbet_research
    • First observedcareeronestop_compare_salary
    • First observedcareeronestop_occupation
    • First observedcareeronestop_salary
    • First observedcompany_facts
    • First observedcompare_entities
    • First observeddeep_research
    • First observeddiscover_tools
    • First observedentity_profile
    • First observedforget
    • First observedgenerate_llms_txt
    • First observedkalshi_weather_edge
    • First observedlist_subscriptions
    • First observedpipeworx_feedback
    • First observedpipeworx_trending
    • First observedpolymarket_arbitrage
    • First observedpolymarket_edge_tracker
    • First observedpolymarket_edges
    • First observedpolymarket_fill_risk
    • First observedpolymarket_kalshi_spread
    • First observedrecall
    • First observedrecent_alerts
    • First observedrecent_changes
    • First observedrelease_calendar_markets
    • First observedremember
    • First observedresolution_audit
    • First observedresolution_diff
    • First observedresolve_entity
    • First observedscan_competitor_ai_presence
    • First observedscan_dependency
    • First observedsearch_within
    • First observedsubscribe
    • First observedsuggest_questions
    • First observedunsubscribe
    • First observedvalidate_claim

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