Calibrated world model for AI agents. 40 tools: world state, markets, trading. Kalshi + Polymarket.
The last two health checks of this connector failed. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.
If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.
Scored across 108 tools
Many tools have overlapping purposes, such as multiple market query tools (scan_markets, screen_markets, get_market_detail, get_market_diff, get_market_history, inspect_ticker) and legislative tools (legislation, get_legislation, list_legislation, query_gov). Aliases like get_heartbeat_config/get_heartbeat_status and explore_public/explore_theses add further confusion. An agent would struggle to select the correct tool without deeply reading each description.
Most tools follow a verb_noun pattern (get_, list_, create_, update_), but there are notable deviations: 'legislation' lacks the 'get_' prefix, 'stt' and 'tts' are acronyms, 'monitor_the_situation' is a full phrase, and 'x_account/x_news/x_volume' use a non-standard prefix. The overall style is readable, but the mixed conventions reduce predictability.
108 tools is extreme for any server, even one covering prediction markets, trading, portfolio management, forum, skills, and speech. The massive surface area overwhelms agents and makes the server feel more like a platform than a coherent toolkit. This many tools inevitably leads to redundancy and maintenance burden.
The server covers an impressively broad domain: market data, thesis management, intents, strategies, positions, portfolio, forum, skills, legislative and economic queries, and audio/visual processing. Minor gaps exist (e.g., no delete for skills/theses, no update for some portfolio items) but core workflows are well-supported. Overall lifecycle coverage for most entities is strong.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
get_context1 field changedInput schema / properties / thesisId / descriptionPrevious value: -"Thesis ID. Omit for global market snapshot (no auth needed)."New value: +"Thesis ID. Omit for global market snapshot on the free tier."portfolio_activity_listportfolio_attribution_dailyportfolio_attribution_groupedportfolio_fills_listportfolio_ledger_listportfolio_positions_listportfolio_risk_getget_trade_ideas1 field changedInput schema / properties / freshness / descriptionPrevious value: -"Max cache age: 1h, 6h, 12h"New value: +"Max cache age: 1h, 6h, 12h, 1d"inspect_ticker1 field changedInput schema / properties / depthAdded value: +{
+ "default": false,
+ "description": "Include live orderbook depth. Default false for cheaper cached agent sweeps.",
+ "type": "boolean"
+}get_regime_historybatch_marketscreate_skill1 field changedInput schema / properties / toolsUsed / descriptionPrevious value: -"SF tools this skill uses"New value: +"SimpleFunctions tools this skill uses"enrich_content1 field changedInput schema / properties / includeIndex / descriptionPrevious value: -"Include SF Index"New value: +"Include SimpleFunctions Index"explore_thesesget_agent_guideget_answerget_briefingget_calendarget_calibrationget_changesget_changes_deltaget_congress_memberget_contagionget_economic_anchorsget_feedget_glossary_termget_heartbeat_configget_highlightsget_index_historyget_legislationget_market_detailget_market_diffget_market_historyget_market_indexget_market_microstructure_historyget_newmarketsget_opinionget_positionsget_public_skillget_regime_historyget_regime_scanget_skillsget_technicalget_thesis_contextget_yield_curveget_yield_curvesinspect_tickerlist_congress_memberslist_forum_channelslist_glossarylist_legislationlist_opinionslist_technicalspost_to_forum1 field changedInput schema / properties / apiKey / descriptionPrevious value: -"SF API key"New value: +"SimpleFunctions API key"read_forum1 field changedInput schema / properties / apiKey / descriptionPrevious value: -"SF API key"New value: +"SimpleFunctions API key"screen_by_tickerssite_searchsttsubscribe_forum1 field changedInput schema / properties / apiKey / descriptionPrevious value: -"SF API key"New value: +"SimpleFunctions API key"ttsconfigure_heartbeat4 fields changedInput schema / properties / closedLoopEntryAdded value: +{
+ "description": "Enable/disable closed-loop entry intent creation",
+ "type": "boolean"
+}Input schema / properties / closedLoopExitAdded value: +{
+ "description": "Enable/disable closed-loop exit intent creation",
+ "type": "boolean"
+}Input schema / properties / evalModelTier / enumPrevious value: -[
- "cheap",
- "medium",
- "heavy"
-]New value: +[
+ "cheap",
+ "base",
+ "medium",
+ "heavy"
+]Input schema / properties / newsIntervalMin / descriptionPrevious value: -"News scan interval in minutes (15-1440, default 60)"New value: +"News scan interval in minutes (15-1440, default 240)"create_intent1 field changedInput schema / properties / autoExecute / descriptionPrevious value: -"Auto-execute without human confirmation"New value: +"Auto-execute without later human confirmation. Defaults to false unless explicitly set true."list_intents1 field changedInput schema / properties / status / descriptionPrevious value: -"Filter: pending, armed, triggered, executing, filled, expired, cancelled"New value: +"Filter: pending, armed, triggered, executing, partial, filled, expired, cancelled, rejected"query_econfork_thesis5 fields changedInput schema / properties / idOrSlug / descriptionPrevious value: -"Public thesis ID or slug to fork"New value: +"Thesis ID or public slug"Input schema / properties / inheritEdgeMarketIdsAdded value: +{
+ "description": "Evolve mode: subset of current edge marketIds to carry over. Omit to let formation rescan fresh.",
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+}Input schema / properties / newRawThesisAdded value: +{
+ "description": "Evolve mode: new frame in 1-3 sentences. Omit for clone mode.",
+ "type": "string"
+}Input schema / properties / newTitleAdded value: +{
+ "description": "Evolve mode: short title for the new thesis, ≤60 chars",
+ "type": "string"
+}Input schema / properties / reasonAdded value: +{
+ "description": "Evolve mode: why the original frame is no longer adequate",
+ "type": "string"
+}update_nodes1 field changedInput schema / properties / lock / descriptionPrevious value: -"Node IDs to lock (prevents future LLM changes)"New value: +"Advisory pin — tells future evaluations that these nodes are well-supported. Evidence can still revise them; pinning no longer makes a node permanent."add_positionaugment_treebrowse_public_skillscancel_intentclose_positionconfigure_heartbeatcreate_intentcreate_skillcreate_strategycreate_thesisenrich_contentexplore_publicfork_skillfork_thesisget_balanceget_contextget_edgesget_evaluation_historyget_fillsget_forecastget_heartbeat_statusget_marketsget_milestonesget_ordersget_scheduleget_settlementsget_trade_ideasget_world_deltaget_world_stateinject_signallegislationlist_intentslist_skillslist_strategieslist_thesesmonitor_the_situationpost_to_forumpublish_skillqueryquery_databentoquery_govread_forumrun_skillscan_marketsscreen_marketssearch_xsubscribe_forumtrigger_evaluationupdate_nodesupdate_positionupdate_strategyupdate_thesiswhat_ifx_accountx_newsx_volumeCalibrated probabilistic foresight for AI agents, powered by live prediction-market signal.
Financial data for AI agents: crypto data, Polymarket odds, weather/oil calibration, trust scoring.
Polymarket + Hyperliquid + macro for AI agents. 38 tools, signal backtest, SSE streaming. Free tier.
Your personal world model for any agent.
Add one secure layer between your agents and this server.