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Ucc Liens

by io.github.pipeworx-io
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Server Details

UCC Liens — business-debtor UCC (Uniform Commercial Code) financing

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-ucc-liens
GitHub Stars
0

TDQS

A3.9/5.0

Scored across 43 tools

Disambiguation3/5

Descriptions are extraordinarily detailed and actively steer selection (e.g. prefer company_facts over entity_profile when period matters), which rescues many similar tools. But the set ships three near-identical routers — ask_pipeworx, ask_pipeworx_beta (admitted to currently match the stable router exactly), and ask_pipeworx_grounded — plus a cluster of polymarket_* edge/arbitrage/fill tools whose boundaries require careful reading. A real overlap layer sits on top of the otherwise distinct tools.

Naming Consistency5/5

Every tool is lowercase snake_case with a recognizable verb_noun or noun_noun shape (ucc_search, ucc_new_filings, polymarket_edges, resolution_audit, resolve_entity, recent_changes). Variants are suffixed predictably rather than renamed (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded). No camelCase or style mixing.

Tool Count2/5

43 tools is far above the 15-tool comfort band and well into the 'too many' range even for a broad aggregation gateway. The count is inflated by near-duplicate routers and six polymarket tools where two or three would suffice, forcing agents to triage rather than act.

Completeness3/5

For the headline UCC domain there are only two read tools (ucc_search, ucc_new_filings) with no detail/retrieval-by-filing or follow-up operation, and coverage is limited to a handful of states. The surrounding platform surface is broad but scattershot — memory, archiving, AI-visibility, and prediction-market tools sit beside the UCC pair with no coherent lifecycle for any single domain.

Tool Schema Changelog

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

  1. 43 tool updates
    • First observedai_visibility_check
    • First observedarchive_compare
    • First observedarchive_evidence
    • First observedask_pipeworx
    • First observedask_pipeworx_beta
    • First observedask_pipeworx_grounded
    • First observedbet_research
    • First observedclassify_row
    • First observedcompany_facts
    • First observedcompany_register_search
    • 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 observedresearch_row
    • 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 observeducc_new_filings
    • First observeducc_search
    • First observedunsubscribe
    • First observedvalidate_claim

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