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Peopledatalabs

by io.github.pipeworx-io
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People Data Labs MCP — wraps the PDL person/company enrichment API

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-peopledatalabs
GitHub Stars
0
Server Listing
mcp-peopledatalabs

TDQS

A3.8/5.0

Scored across 33 tools

Disambiguation3/5

Several tools have overlapping or nearly identical purposes: ask_pipeworx_beta is documented as currently matching ask_pipeworx exactly, discover_tools and suggest_questions both serve onboarding/discovery, and validate_claim overlaps heavily with ask_pipeworx_grounded. The polymarket suite (arbitrage, edges, edge_tracker, fill_risk, kalshi_spread) is differentiated by angle but still presents many adjacent entry points. Descriptions provide strong routing guidance, but an agent could still misselect among the near-duplicates.

Naming Consistency3/5

Names are all snake_case, which is good, but the structural convention is inconsistent: some are verb_noun (compare_entities, resolve_entity, validate_claim), some noun-led (entity_profile, bet_research, ai_visibility_check), and some single verbs (remember, recall, forget, subscribe). The pdl_* prefix and ask_pipeworx_* family are internally consistent, but the set as a whole mixes several patterns. It remains readable and mostly predictable, landing at mixed conventions.

Tool Count2/5

33 tools is heavy for a single MCP server surface, exceeding the 25-tool threshold where sets start to feel burdensome. While a universal data gateway naturally accumulates surface area, the presence of near-duplicate meta-tools (beta router, two discovery tools) means not every tool clearly earns its place. The count is defensible for a broad catalog gateway but still on the excessive side.

Completeness4/5

The surface covers a remarkably broad lifecycle: routing/research (ask_pipeworx, deep_research), entity resolution and profiling, comparison, change monitoring, memory CRUD, subscription create/list/consume/cancel, feedback, and a full Polymarket analysis suite. Notable minor gaps exist — no explicit tool to fetch a pipeworx:// resource directly, and only two PDL-specific enrich tools despite the server name — but agents can work around these via the router and grounded modes.

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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