Research-only MCP server: your AI as a quant research desk. 90 tools, no trades, no brokers.
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Scored across 85 tools
Most tools have clearly distinct purposes, but a few pairs are similar (e.g., get_drawdowns vs drawdown_series, run_quant_research vs run_strategy_v3, translate_strategy_request vs translate_and_run_strategy) and could cause misselection. Descriptions generally clarify the differences, making this a minor issue.
Naming is predominantly snake_case with a mix of verb_noun (e.g., get_metrics, run_backtest) and noun_analysis (e.g., correlation_analysis, regime_analysis). There are minor deviations like what_if_rebalance and full_research_brief that break the pattern, but overall it is consistent and readable.
With 85 tools, the surface is extremely heavy. Many tools are granular variants (e.g., daily_pnl_series, drawdown_series, trade_pnl_series) that could be consolidated, and the count far exceeds even a generous threshold for a single-purpose server.
The tool set is remarkably comprehensive, covering data retrieval, multiple backtesting modes, performance/risk analytics, optimization, robustness checks, strategy translation, reporting, and dashboard management. No significant workflow gaps are apparent.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
alpha_decay_analysisanalyze_track_recordaudit_assumptionsauthoritative_reference_dataavailable_databacktest_overfittingbenchmark_regressioncalculate_costscapacity_analysiscombine_strategiescompare_backtestscompare_equity_curvescompare_rebalance_frequenciescompliance_disclaimerconvert_legacy_strategy_to_v3correlation_analysiscreate_strategycurrency_impactcurrent_signaldaily_pnl_seriesdata_confidencedrawdown_seriesexplain_resultexplain_strategy_irexport_audit_bundleexport_result_datafactor_exposurefull_research_briefgenerate_reportget_drawdownsget_fx_historyget_metricsget_monthly_returnsget_price_historyget_tradeshedge_optimizerlist_backtestslist_benchmarkslist_example_strategiesmacro_regime_performancemarket_snapshotmonte_carlo_backtestoptimize_portfoliooptimize_quant_strategypair_spread_analysispine_translation_guideportfolio_exposureregime_analysisresearch_strategy_schemareturn_attributionrisk_contributionrobustness_scorecardrolling_metricsrun_backtestrun_batch_backtestsrun_custom_ohlcvrun_custom_ohlcv_v3run_custom_portfoliorun_custom_signalrun_quant_researchrun_strategy_v3run_universe_researchsave_to_dashboardscenario_analysisscreen_universesearch_symbolsseasonality_analysisshow_result_appsignal_lag_sensitivitysignal_quality_analysissignificance_analysisstrategy_capability_checkstrategy_schema_v3stress_testtail_risk_analysistrade_pnl_seriestransaction_cost_sensitivitytranslate_and_run_strategytranslate_pine_strategytranslate_strategy_requestturnover_analysisvalidate_strategyvalidate_strategy_v3walk_forward_quant_strategywhat_if_rebalanceMCP server giving AI agents one-connection access to China A-share market intelligence: financials,
Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.
7-factor stock scoring MCP server. US/HK/CN, 74 stocks. Free + Premium (USDC/Base). x402 ready.
The Octagon MCP server provides specialized AI-powered financial research and analysis by integrating with the Octagon Market Intelligence API. It enables users to analyze public market data (SEC filings, earnings transcripts, financial metrics, and stock data for 8000+ companies), private market data (3M+ companies, 500k+ funding rounds, 2M+ M&A/IPO transactions), and conduct deep research including web scraping capabilities. The server also features autonomous research agents that search hundreds of sources and return fully cited reports in approximately one minute.
Add one secure layer between your agents and this server.
