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BioPortal — NCBO's biomedical ontology repository (data.bioontology.org).

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Status
Unhealthy
Uptime
0.2% over 22 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-bioportal
GitHub Stars
0
Server Listing
bioportal

TDQS

A3.9/5.0

Scored across 40 tools

Disambiguation3/5

Most tools have recognizable purposes, but several clusters overlap: ask_pipeworx/ask_pipeworx_beta/ask_pipeworx_grounded, deep_research/discover_tools/suggest_questions, and multiple Polymarket opportunity scanners. The very detailed descriptions explicitly steer selection, but meaningful misselection risk remains.

Naming Consistency4/5

Every tool name uses snake_case, so the surface is superficially consistent. However, conventions vary between verb_noun (validate_claim), noun_phrase (entity_profile), bare verbs (forget), and domain-prefixed groups, so it is mostly rather than fully predictable.

Tool Count2/5

40 tools is heavy by the rubric, and the apparent BioPortal scope is represented by only four tools. Even if each has a role in a larger aggregator surface, the count is too large for a coherent BioPortal-focused set.

Completeness2/5

For BioPortal, the surface covers basic ontology list/search/class/mappings but omits batch annotation, deeper hierarchy traversal, ontology metadata/download, and instance/property endpoints. Significant gaps remain for a terminology-service domain.

Tool Schema Changelog

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

  1. 1 tool update
    • Changedrelease_calendar_markets2 fields changed
      • addedOutput schema / properties / empty_reason
        Added value: +{
        +  "description": "Present ONLY on a zero-release window: \"no_releases_in_window\". The window was queried and nothing is scheduled — this is an answer, not a failure.",
        +  "type": "string"
        +}
      • addedOutput schema / properties / hint
        Added value: +{
        +  "description": "Present ONLY on a zero-release window: what to change (usually a wider `hours`).",
        +  "type": "string"
        +}
  2. 40 tool updates
    • First observedai_visibility_check
    • First observedask_pipeworx
    • First observedask_pipeworx_beta
    • First observedask_pipeworx_grounded
    • First observedbet_research
    • First observedbioportal_class
    • First observedbioportal_mappings
    • First observedbioportal_ontologies
    • First observedbioportal_search
    • 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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