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Ocrspace

by io.github.pipeworx-io
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Server Details

OCR.space MCP — wraps the OCR.space API (ocr.space) for image/PDF → text OCR.

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Status
Unhealthy
Uptime
31.5% over 40 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-ocrspace
GitHub Stars
0
Server Listing
mcp-ocrspace

TDQS

A3.8/5.0

Scored across 32 tools

Disambiguation3/5

The descriptions are unusually detailed and give clear usage guidance, but several tools genuinely overlap: ask_pipeworx, ask_pipeworx_beta (explicitly identical to the stable router), ask_pipeworx_grounded, and deep_research all answer questions, and six polymarket_* tools plus bet_research cover closely related prediction-market analysis. The overlap is mitigated by strong routing guidance but remains a real source of misselection.

Naming Consistency3/5

All names use snake_case, which is consistent, but the semantic patterns are mixed: verb_noun (compare_entities, resolve_entity, validate_claim), bare verbs (subscribe, remember, recall), and noun phrases (entity_profile, recent_changes, bet_research). Readable but not a predictable verb_noun convention.

Tool Count2/5

32 tools is heavy for a single server surface. While it is a broad multi-domain gateway, the count exceeds the 25-tool threshold and includes marginal additions like ask_pipeworx_beta (currently a duplicate) and six overlapping prediction-market tools, making the set larger than its clear purpose requires.

Completeness4/5

The surface covers a wide domain well: research/lookup, entity resolution, comparison, memory (remember/recall/forget complete), subscriptions (subscribe/list/unsubscribe complete), feedback, and discovery/onboarding. There are no obvious dead ends, though some sub-domains (e.g., deeper prediction-market lifecycle ops) may have minor gaps.

Tool Schema Changelog

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

  1. 1 tool update
    • Changedbet_research2 fields changed
      • changedInput schema / examples
        Previous value: -[
-  {
-    "market": "when-will-bitcoin-hit-150k"
-  },
-  {
-    "market": "https://polymarket.com/event/when-will-bitcoin-hit-150k"
-  }
-]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 (\"when-will-bitcoin-hit-150k\"), 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."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."
  2. 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": "when-will-bitcoin-hit-150k"
+  },
+  {
+    "market": "https://polymarket.com/event/when-will-bitcoin-hit-150k"
+  }
+]
      • 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 (\"when-will-bitcoin-hit-150k\"), 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."
  3. 1 tool update
    • Changedextract_text1 field changed
      • addedInput schema / properties / filetype
        Added value: +{
+  "description": "Force the file type instead of letting OCR.space infer it: 'PDF', 'GIF', 'PNG', 'JPG', 'TIF', 'BMP' or 'WEBP'. Inferred from the URL's extension when omitted. Supply it when the URL has no extension (a signed link, a redirect, an API endpoint) — without it OCR.space refuses with E216 rather than guessing.",
+  "type": "string"
+}
  4. 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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