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xfinlab

by io.github.lnanology
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Financial intelligence for AI agents: market events, sentiment, technicals, news feed.

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Status
Healthy
Uptime
97.0% over 41 days
Last Tested
Transport
Streamable HTTP · MCP 2025-06-18
URL
Server Listing
XFINLAB Intelligence

TDQS

A3.7/5.0

Scored across 5 tools

Disambiguation3/5

Most tools have distinct primary functions, but news-related overlap exists: get_market_events, get_intelligence_feed, and get_global_market_map all contain headlines, and get_sentiment overlaps with sentiment fields in the global map and intelligence feed. The descriptions are explicit enough to disambiguate with careful reading, but an agent could easily select the wrong tool for a ticker-news request.

Naming Consistency5/5

All five tools follow the same get_ + snake_case pattern, producing get_global_market_map, get_intelligence_feed, get_market_events, get_sentiment, and get_technical_analysis. No mixed conventions or vague verb variants.

Tool Count5/5

Five tools is well-scoped for a financial analysis server: macro snapshot, news feed, AI intelligence, sentiment, and technical analysis each earn their place without bloat or thinness.

Completeness3/5

The set covers macro, news, sentiment, and technical analysis, but lacks direct raw market data such as current price/quote or historical OHLC, and has no fundamentals or screener tools. Agents can work around these gaps for simple workflows, but some analysis contexts will dead-end.

Available Tools

5 tools
get_global_market_map
Read-onlyIdempotent
Inspect

Get a cross-region global market snapshot ('World Engine'): macro indicators (GDP growth/inflation/unemployment, with source attribution -- world_bank/fred/ecb), filtered regional headlines, and FinBERT sentiment for each requested region, plus a top-level global headlines feed (GDELT). Regions: us, europe, japan, korea, china, hk, tw, sea, me, latam. No AI narrative, no directional signal -- structured real data only.

ParametersJSON Schema
NameRequiredDescriptionDefault
api_keyNoXFINLAB Intelligence API key (X-API-Key). Omit if supplied via HTTP header instead.
regionsNoComma-separated region keys, e.g. 'us,hk,china'. Omit for all 10 regions.
news_limitNoHeadlines per region, 1-20.
include_sentimentNoWhether to run FinBERT sentiment on each region's headlines.
marketplace_license_keyNoOptional: an mcp-marketplace.io license key for this listing's paid tier. If valid, upgrades a free XFINLAB API key's daily quota to Pro for this call. Omit if supplied via the X-Marketplace-License-Key header instead, or if not using a marketplace license.
get_intelligence_feed
Read-onlyIdempotent
Inspect

Get AI-structured event clusters from recent news: same-story headline clusters with entity/sentiment/quant-context fields and an AI-written narrative summary. Optionally scoped to one ticker; otherwise returns the latest cross-market feed. This is structured fact extraction, not republished article text, and never includes a directional trading signal or probability estimate.

ParametersJSON Schema
NameRequiredDescriptionDefault
langNoLanguage for the narrative summary.en
limitNoMax event clusters, 1-10.
tickerNoOptional ticker to scope the feed to, e.g. 'MSFT'.
api_keyNoXFINLAB Intelligence API key (X-API-Key). Omit if supplied via HTTP header instead.
marketplace_license_keyNoOptional: an mcp-marketplace.io license key for this listing's paid tier. If valid, upgrades a free XFINLAB API key's daily quota to Pro for this call. Omit if supplied via the X-Marketplace-License-Key header instead, or if not using a marketplace license.
get_market_events
Read-onlyIdempotent
Inspect

Get recent market/company news headlines from XFINLAB's aggregated real-time news feed (RSS-sourced, deduplicated). Optionally filter by ticker/company name. Returns title, source, kind, published_at, url for each item -- no article body text.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMax results, 1-100.
tickerNoOptional ticker or company name to filter by, e.g. 'NVDA'.
api_keyNoXFINLAB Intelligence API key (X-API-Key). Omit if supplied via HTTP header instead.
marketplace_license_keyNoOptional: an mcp-marketplace.io license key for this listing's paid tier. If valid, upgrades a free XFINLAB API key's daily quota to Pro for this call. Omit if supplied via the X-Marketplace-License-Key header instead, or if not using a marketplace license.
get_sentiment
Read-onlyIdempotent
Inspect

Get FinBERT-based sentiment analysis of recent headlines for a ticker. Returns per-headline label/confidence/score plus an average score. Real model inference, not a fabricated estimate.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of recent headlines to analyze, 1-25.
tickerYesTicker to analyze, e.g. 'AAPL'.
api_keyNoXFINLAB Intelligence API key (X-API-Key). Omit if supplied via HTTP header instead.
marketplace_license_keyNoOptional: an mcp-marketplace.io license key for this listing's paid tier. If valid, upgrades a free XFINLAB API key's daily quota to Pro for this call. Omit if supplied via the X-Marketplace-License-Key header instead, or if not using a marketplace license.
get_technical_analysis
Read-onlyIdempotent
Inspect

Get confluence direction/confidence, trend, MACD, volume, chart patterns, and market-structure signals (BOS/CHOCH/liquidity-sweep/order-flow/volume-profile/institutional-footprint) for one ticker, computed from real OHLC price data -- the same engine that powers XFINLAB's chart-analysis and ai-analysis pages.

ParametersJSON Schema
NameRequiredDescriptionDefault
langNoLanguage for text labels, e.g. 'en', 'zh-HK'.en
periodNoHistory window, e.g. '6mo', '1y'.6mo
tickerYesTicker to analyze, e.g. 'TSLA', '0700.HK'.
api_keyNoXFINLAB Intelligence API key (X-API-Key). Omit if supplied via HTTP header instead.
intervalNoCandle interval, e.g. '1d'.1d
marketplace_license_keyNoOptional: an mcp-marketplace.io license key for this listing's paid tier. If valid, upgrades a free XFINLAB API key's daily quota to Pro for this call. Omit if supplied via the X-Marketplace-License-Key header instead, or if not using a marketplace license.

Tool Schema Changelog

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

  1. 5 tool updates
    • Changedget_global_market_map1 field changed
      • addedInput schema / properties / marketplace_license_key
        Added value: +{
+  "description": "Optional: an mcp-marketplace.io license key for this listing's paid tier. If valid, upgrades a free XFINLAB API key's daily quota to Pro for this call. Omit if supplied via the X-Marketplace-License-Key header instead, or if not using a marketplace license.",
+  "type": "string"
+}
    • Changedget_intelligence_feed1 field changed
      • addedInput schema / properties / marketplace_license_key
        Added value: +{
+  "description": "Optional: an mcp-marketplace.io license key for this listing's paid tier. If valid, upgrades a free XFINLAB API key's daily quota to Pro for this call. Omit if supplied via the X-Marketplace-License-Key header instead, or if not using a marketplace license.",
+  "type": "string"
+}
    • Changedget_market_events1 field changed
      • addedInput schema / properties / marketplace_license_key
        Added value: +{
+  "description": "Optional: an mcp-marketplace.io license key for this listing's paid tier. If valid, upgrades a free XFINLAB API key's daily quota to Pro for this call. Omit if supplied via the X-Marketplace-License-Key header instead, or if not using a marketplace license.",
+  "type": "string"
+}
    • Changedget_sentiment1 field changed
      • addedInput schema / properties / marketplace_license_key
        Added value: +{
+  "description": "Optional: an mcp-marketplace.io license key for this listing's paid tier. If valid, upgrades a free XFINLAB API key's daily quota to Pro for this call. Omit if supplied via the X-Marketplace-License-Key header instead, or if not using a marketplace license.",
+  "type": "string"
+}
    • Changedget_technical_analysis1 field changed
      • addedInput schema / properties / marketplace_license_key
        Added value: +{
+  "description": "Optional: an mcp-marketplace.io license key for this listing's paid tier. If valid, upgrades a free XFINLAB API key's daily quota to Pro for this call. Omit if supplied via the X-Marketplace-License-Key header instead, or if not using a marketplace license.",
+  "type": "string"
+}
  2. 5 tool updates
    • First observedget_global_market_map
    • First observedget_intelligence_feed
    • First observedget_market_events
    • First observedget_sentiment
    • First observedget_technical_analysis

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