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Agentic API marketplace — search, provision, and call data sources with one Ozma key

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Status
Unhealthy
Uptime
0.0% over 37 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL

TDQS

B3.2/5.0

Scored across 11 tools

Disambiguation4/5

Most tools have clearly distinct purposes, but there is slight overlap between discover_tools and search_apis (both search) and between call_api and run_probe (both make calls). Descriptions help disambiguate.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with lowercase underscore. Naming is predictable and easy to understand.

Tool Count5/5

11 tools cover the typical lifecycle for an API gateway marketplace: registration, searching, details, calling, testing, usage, and governance. The count is well-scoped and not overwhelming.

Completeness4/5

Core operations are covered, but missing a simple 'list all APIs' tool (only semantic search is available) and key management options like revoking keys. Minor gaps but sufficient for common workflows.

Tool Schema Changelog

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

  1. 1 tool update
    • Changedsearch_apis1 field changed
      • addedInput schema / properties / sort / enum
        Added value: +[
        +  "ozma_score",
        +  "price",
        +  "relevance",
        +  "new",
        +  "calls",
        +  "gmv",
        +  "reliability",
        +  "value",
        +  "momentum"
        +]
  2. 3 tool updates
    • Addedcreate_checkout
    • Changeddiscover_tools1 field changed
      • addedInput schema / properties / max_price_cents
        Added value: +{
        +  "type": "number"
        +}
    • Addedget_balance
  3. 2 tool updates
    • Addeddiscover_tools
    • Addedozma_register
  4. 9 tool updates
    • First observedcall_api
    • First observedget_api_details
    • First observedget_leaderboard
    • First observedget_schema
    • First observedget_usage
    • First observedprovision_access
    • First observedrun_probe
    • First observedsearch_apis
    • First observedset_budget

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