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Ca Procurement

by io.github.pipeworx-io
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California State Procurement MCP — State contract awards & purchase orders (keyless).

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Status
Unhealthy
Uptime
33.2% over 43 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-ca-procurement
GitHub Stars
0
Server Listing
ca-procurement

TDQS

A3.9/5.0

Scored across 36 tools

Disambiguation3/5

Most tools have a distinct niche and the descriptions are unusually explicit about when to use each, but there is real overlap in the 'answer a question' cluster: ask_pipeworx, ask_pipeworx_beta (currently identical to ask_pipeworx), ask_pipeworx_grounded, deep_research, bet_research, validate_claim, entity_profile, and compare_entities all perform multi-source lookups. The five CA procurement tools (awards vs. supplier vs. top_suppliers) also shade into each other. Descriptions mitigate but don't eliminate the ambiguity.

Naming Consistency3/5

All names are snake_case, which is consistent, but conventions are mixed within that: verb_noun (validate_claim, resolve_entity, compare_entities), prefix_noun (ca_procurement_awards, polymarket_edges), noun phrases (entity_profile, recent_changes), and bare verbs (remember, recall, forget, subscribe). Readable and predictable family-by-family, but no single governing pattern.

Tool Count2/5

36 tools is well above the 3-15 sweet spot and lands in the heavy 25+ range, especially mismatched with the stated 'Ca Procurement' purpose, which accounts for only 5 of them. The remainder is a sprawling general-purpose Pipeworx gateway spanning polymarket, memory, subscriptions, and research, so the toolset is far larger than the named scope warrants.

Completeness4/5

For the CA procurement domain the surface covers the main analytical angles well: award/PO search, commodity ranking, department profiling, supplier aggregation, and top-supplier ranking, all read-only which fits the data source. Minor gaps (e.g. no drill-down on a single award ID or finer time-series), but core lifecycle coverage is solid.

Tool Schema Changelog

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

  1. 2 tool updates
    • Changedbet_research2 fields changed
      • changedInput schema / examples
        Previous value: -[
-  {
-    "market": "will-bitcoin-reach-100k-in-july-2026"
-  },
-  {
-    "market": "https://polymarket.com/event/will-bitcoin-hit-150k-by-june-30-2026"
-  }
-]New value: +[
+  {
+    "market": "will-kristi-noem-win-the-2028-republican-presidential-nomination"
+  },
+  {
+    "market": "https://polymarket.com/event/will-kristi-noem-win-the-2028-republican-presidential-nomination"
+  }
+]
      • changedInput schema / properties / market / description
        Previous value: -"Polymarket slug (\"will-bitcoin-hit-150k-by-june-30-2026\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k by June 30?\")"New value: +"Polymarket slug (\"will-kristi-noem-win-the-2028-republican-presidential-nomination\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k?\"). Dated slugs stop resolving once they settle — Polymarket de-indexes resolved markets — so prefer an undated one."
    • Changedpolymarket_kalshi_spread2 fields changed
      • changedInput schema / examples
        Previous value: -[
-  {
-    "topic": "fed"
-  },
-  {
-    "topic": "btc"
-  }
-]New value: +[
+  {
+    "topic": "fed"
+  },
+  {
+    "topic": "btc"
+  },
+  {
+    "topic": "bitcoin"
+  },
+  {
+    "topic": "fed rate decision"
+  }
+]
      • changedInput schema / properties / topic / description
        Previous value: -"Pre-mapped: fed | btc | cpi | gdp | sp500 | recession | next_pope | next_uk_pm | next_israel_pm | 2028_president"New value: +"Subject to compare. Canonical keys: fed | btc | eth | cpi | gdp | sp500 | recession | next_pope | next_uk_pm | next_israel_pm | 2028_president — but aliases and keywords resolve too (\"bitcoin\", \"fed rate decision\", \"ethereum\", \"inflation\", \"s&p 500\", \"us recession\", \"next pope\", \"2028 election\"). Check resolution.topic_matched_by in the response: \"exact\"/\"alias\" is a curated pairing, \"phrase\"/\"token\" is a keyword guess."
  2. 1 tool update
    • Changedentity_profile3 fields changed
      • changedInput schema / properties / type / description
        Previous value: -"Entity type. Only \"company\" supported today; person/place coming soon."New value: +"\"company\" or \"ticker\" — both are accepted and behave identically; `value` can be a ticker, CIK, or company name either way. person/place coming soon."
      • changedInput schema / properties / type / enum
        Previous value: -[
-  "company"
-]New value: +[
+  "company",
+  "ticker"
+]
      • changedInput schema / properties / value / description
        Previous value: -"Ticker (e.g., \"AAPL\") or zero-padded CIK (e.g., \"0000320193\"). Names not supported — use resolve_entity first if you only have a name."New value: +"Ticker (e.g., \"AAPL\"), zero-padded CIK (e.g., \"0000320193\"), or company name (e.g., \"Moderna\") — names resolve via SEC EDGAR company-name match."

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