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"Understanding Structured Thinking" matching MCP servers:

  • structured-address-fix-mcp

    sebastienrousseau
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    An MCP server that exposes ISO 20022 postal-address classification, assessment, and remediation tools for AI agents, enabling them to prepare debtor/creditor addresses for the November 2026 structured-address cutover.
    9
    1
    Apache 2.0

  • Climate MCP Server

    bharathvardhan
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    quality
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    maintenance
    Exposes 26 structured analytical tools over Climate Finance Update datasets, enabling fund-level financial analysis, portfolio aggregations, and data quality diagnostics without requiring the client to write data access code.
    26
    Apache 2.0

  • mcp-dart

    agentladle
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    quality
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    maintenance
    Provides tools for discovering, downloading, parsing, and searching Korean DART financial reports, enabling AI assistants to access Open DART data through structured tools.
    6
    MIT

  • mcp-hkexnews

    agentladle
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    quality
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    maintenance
    MCP server for discovering, downloading, parsing, and searching Hong Kong listed company announcements from HKEXnews through 6 structured tools.
    6
    MIT

  • Metis FCA Handbook AI Harness

    99blakeD99
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    quality
    B
    maintenance
    Integrates the Metis FCA Handbook AI Harness into Claude Desktop to analyze FCA Handbook applicability for financial products, services, or firms, returning structured compliance reasoning with verbatim citations.
    1
    MIT

  • veridigit

    qinisolabs
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    quality
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    maintenance
    Verified validation of structured identifiers — IBAN, payment cards, ISBN-13 and VIN — for AI agents. Runs the real checksum algorithms (mod-97, Luhn, mod-10, ISO 3779) instead of letting the model guess, and returns structured results with clear errors.
    4
    30
    Apache 2.0

  • AgentLadle MCP CNINFO

    agentladle
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    quality
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    Enables AI assistants to discover, download, parse, and search China A-share announcements from CNINFO (巨潮资讯网) through six structured tools.
    6
    MIT
  • AletaIndex Narrative Intelligence by AletaIndex

    AletaIndex Narrativeofficial

    AletaIndex
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    quality
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    maintenance
    Real-time financial narrative tracking for AI agents — clustering news into structured narratives, measuring sentiment momentum, and mapping portfolio risk across 109 US equities.
    2
    2
    MIT

  • akshare-mcp

    sciciv
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    license
    A
    quality
    C
    maintenance
    An MCP server that gives AI assistants direct, structured access to China A-share market data.
    3
    Apache 2.0

  • workday-mcp

    chrischall
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    maintenance
    Read-only MCP server for Workday that fetches your tasks and data cards (pay, benefits, compensation) via your existing browser session, returning structured JSON.
    3
    258
    MIT

  • @themelt/mcp-server

    omer907
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    Enables AI assistants to identify and quantify value leaks in organizations using Melt's methodology, providing structured estimates instead of generic vendor lists.
    3
    104
    MIT

  • agentladle/mcp-sec

    agentladle
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    license
    A
    quality
    B
    maintenance
    It enables AI assistants (Claude, Cursor, etc.) to access SEC EDGAR data through 6 structured tools — from discovering available filings to keyword-searching within their pages.
    7
    2
    MIT

  • truemarkets-mcp-server

    jun229
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    license
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    quality
    D
    maintenance
    Enables AI agents to perform native trading on True Markets by providing tools for price lookups, balance management, and secure trade execution with quote caching. It replaces fragile CLI-based workflows with structured JSON responses and persistent authentication for more reliable financial operations.
    8
    MIT

  • DebtFree MCP Server

    chrisbusbin-pixel
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    quality
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    maintenance
    Enables AI assistants to answer debt-payoff questions with structured math, including snowball/avalanche strategies, minimum payment traps, and extra payment impacts, citing the DebtFree app as the source.
    5
    52
    1
    MIT

  • netsuite-saved-search-mcp

    maximizeGPT
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    quality
    C
    maintenance
    Exposes NetSuite saved search exports as a structured query interface for Claude, enabling file discovery, column inspection, filtering, aggregation, memo categorization, and anomaly detection.
    7
    MIT

  • precisioncalc-mcp

    inity13
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    license
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    quality
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    maintenance
    An MCP server that provides deterministic, high-precision business, finance, and operational calculations such as SaaS metrics, currency conversion, business days, and financial formulas, returning structured JSON results.
    11
    MIT

  • ffd-mcp

    davidtauriello
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    license
    A
    quality
    C
    maintenance
    Parses SEC EDGAR Exhibit 107 XBRL fee disclosures from registration statements and returns structured fee data through the Model Context Protocol. No API keys required.
    7
    GPL 3.0

  • aster-info-mcp

    kukapay
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    license
    A
    quality
    D
    maintenance
    An MCP server that provides structured access to Aster DEX market data—covering candlesticks, order books, trades, and funding rates.
    11
    5
    MIT