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"Qdrant vector database and search engine" matching MCP servers:

  • wealth-engine

    Jaume9
    A
    license
    A
    quality
    C
    maintenance
    A personal finance and business economics MCP server that provides math-backed answers to financial questions, including investment growth, loan amortization, debt payoff strategies, and tax estimation, all computed locally without API keys or network calls.
    11
    MIT

  • mcp-quant-engine

    wzx11223344
    A
    license
    -
    quality
    B
    maintenance
    A quantitative finance MCP server providing 24 tools for option pricing, portfolio optimization, risk measurement, fixed income analysis, and utility functions, enabling AI clients to perform professional financial calculations.
    MIT

  • zpl-engine-mcp

    cicicalex
    A
    license
    -
    quality
    A
    maintenance
    ZPL stability engine — AIN bias & stability scoring across finance, gaming, AI/ML, security, and crypto. 68 tools across 11 categories. Math-based neutrality (Zenodo DOI). Free 5K tokens/mo, no card. Install: npx zpl-engine-mcp setup.
    137
    MIT

  • Consumer Complaint Database

    IngeniousIdiocy
    A
    license
    -
    quality
    D
    maintenance
    A local MCP server that enables users to query the CFPB Consumer Complaint Database through natural language, retrieving financial consumer complaint records via the CFPB API.
    3
    MIT

  • Financial Context Engine

    PiyushDubey007
    F
    license
    -
    quality
    C
    maintenance
    An MCP server that exposes personal financial data — transaction ledger, portfolio holdings, live/historical market prices, and quantitative risk metrics — as standardized tools, resources, and prompts, enabling natural language reasoning over real computed numbers.

  • MCP Database Server

    chayasin
    F
    license
    -
    quality
    -
    maintenance
    Enables AI assistants to interact with PostgreSQL databases through query execution and schema inspection, supporting multiple schemas for customer data, document management, loan systems, and asset leasing.

  • Usage And Billing MCP Server

    BACH-AI-Tools
    A
    license
    C
    quality
    D
    maintenance
    Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.
    18
    MIT

  • filings-search

    QuantQJ
    F
    license
    -
    quality
    C
    maintenance
    Enables AI agents to search, retrieve, and analyze SEC 10-K filings with hybrid BM25+kNN retrieval, per-claim citations, and strict numeric grounding verification.

  • netsuite-saved-search-mcp

    maximizeGPT
    A
    license
    A
    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

  • Search Stock News MCP Server

    Cognitive-Stack
    A
    license
    B
    quality
    D
    maintenance
    Provides real-time stock news search capabilities via Tavily API, allowing MCP clients to retrieve filtered and customized stock news with various search parameters.
    2
    34
    6
    MIT

  • Reuters Business and Financial

    BACH-AI-Tools
    A
    license
    C
    quality
    D
    maintenance
    Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.
    20
    MIT

  • Banking and Fintech MCP Server

    anhtuanluu
    F
    license
    -
    quality
    D
    maintenance
    A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.