Northern Ireland court and tribunal judicial decisions — judiciaryni.uk.
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Scored across 38 tools
Three near-identical question routers (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded) and several overlapping Polymarket analytics tools (arbitrage vs edges vs edge_tracker vs kalshi_spread) create genuine overlap, even though the verbose descriptions do explain the differences. Other clusters (company_facts/entity_profile/compare_entities/resolve_entity, remember/recall/forget) are distinguishable. An agent can mostly pick correctly but will hesitate on the router and Polymarket families.
Everything is snake_case with no camelCase mixing, and namespaces (polymarket_*, ask_pipeworx*, *_ni_decisions) are used sensibly. Consistency is undercut only by mixed verb/noun ordering (ask_pipeworx, compare_entities vs company_facts, entity_profile, polymarket_edges), so the pattern isn't uniformly verb_noun.
38 tools is well above the 25-tool threshold for 'heavy' and includes clear redundancy — three routers doing the same job and five Polymarket tools. The breadth of the underlying platform partly justifies size, but the surface could be trimmed substantially without losing capability. Server name ('Ni Caselaw') also mismatches the actual scope.
The surface is broad and largely self-covering: research, entity resolution, financials/comparison, claim validation, memory (remember/recall/forget), and subscriptions (subscribe/list/unsubscribe/recent_alerts) all have their lifecycle tools, plus discovery and feedback. Minor gaps exist (no update_subscription, and the NI caselaw side is read-only with only search+get), but agents can work around them.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
archive_comparearchive_evidenceclassify_rowrelease_calendar_markets2 fields changedOutput schema / properties / empty_reasonAdded 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"
+}Output schema / properties / hintAdded value: +{
+ "description": "Present ONLY on a zero-release window: what to change (usually a wider `hours`).",
+ "type": "string"
+}research_rowsubscribe2 fields changedInput schema / properties / params / descriptionPrevious value: -"Type-specific filter. sec_8k: {ticker:\"AAPL\", items?:[\"5.02\",\"1.01\"]}. polymarket_edge: {topic:\"fed\", min_spread_bps?:500}. fred_series: {series_id:\"UNRATE\"}. patent_grant: {applicant:\"Apple Inc.\"}. clinical_trial: {sponsor?:\"Pfizer\", condition?:\"lung cancer\", phase?:\"PHASE3\"} (sponsor or condition required)."New value: +"Type-specific filter. sec_8k: {ticker:\"AAPL\", items?:[\"5.02\",\"1.01\"]}. polymarket_edge: {topic:\"fed\", min_spread_bps?:500}. fred_series: {series_id:\"UNRATE\"}. patent_grant: {applicant:\"Apple Inc.\"}. clinical_trial: {sponsor?:\"Pfizer\", condition?:\"lung cancer\", phase?:\"PHASE3\"} (sponsor or condition required). form_d: {state?:\"CA\", industry?:\"Biotechnology\", min_amount?:500000, exemption?:\"06B\"} (all optional — omit all to watch every new Form D nationwide). news_keyword: {query:\"\\\"semiconductor sanctions\\\"\", lang?:\"eng\", domains?:[\"reuters.com\"]} (query required). job_post: EITHER {ats:\"greenhouse\", board_token:\"acme\"} (exact board) OR {domain:\"acme.com\"} (auto-detected), plus optional title_query/location_query substrings. tool_diff: {tool:\"form5500\", args?:{...}, fields:[\"headcount\"], schedule:\"daily\"} — re-runs that tool on schedule and fires when the named fields change; tool must be read-only and not need a Pipeworx-held platform key; schedule \"hourly\" needs the paid tier. Unknown keys in form_d/news_keyword/job_post/tool_diff params are rejected at subscribe time."Input schema / properties / type / enumPrevious value: -[
- "sec_8k",
- "polymarket_edge",
- "fred_series",
- "patent_grant",
- "clinical_trial"
-]New value: +[
+ "sec_8k",
+ "polymarket_edge",
+ "fred_series",
+ "patent_grant",
+ "clinical_trial",
+ "form_d",
+ "news_keyword",
+ "job_post",
+ "tool_diff"
+]ai_visibility_checkask_pipeworxask_pipeworx_betaask_pipeworx_groundedbet_researchcompany_factscompare_entitiesdeep_researchdiscover_toolsentity_profileforgetgenerate_llms_txtget_ni_decisionkalshi_weather_edgelist_subscriptionspipeworx_feedbackpipeworx_trendingpolymarket_arbitragepolymarket_edge_trackerpolymarket_edgespolymarket_fill_riskpolymarket_kalshi_spreadrecallrecent_alertsrecent_changesrelease_calendar_marketsrememberresolution_auditresolution_diffresolve_entityscan_competitor_ai_presencescan_dependencysearch_ni_decisionssearch_withinsubscribesuggest_questionsunsubscribevalidate_claimUK first-tier tribunal decisions — GOV.UK search + content API.
Scottish Courts and Tribunals Service (SCTS) — judgment search.
UK case law — Find Case Law, The National Archives.
Search UK court judgments and tribunal decisions from the National Archives
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