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"Python code quality improvement and codebase diagram generation tools" matching MCP servers:

  • Quality Screener MCP Server

    quality-screener
    A
    license
    -
    quality
    D
    maintenance
    Enables AI agents to screen and filter stock universe, compute custom quality scores, inspect score history, manage scoring systems, and generate shareable screen links, acting as the signed-in user.
    MIT

  • 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

  • paybond-mcp-Python

    nonameuserd
    A
    license
    A
    quality
    B
    maintenance
    Paybond Kit for Python is the PyPI package for tenant-bound Paybond integrations and delegated agent spend controls. It opens hosted Gateway sessions, verifies capability tokens, authorizes tool-call spend, signs intent and evidence payloads, uses Stripe Connect, Stripe ACH Direct Debit, or x402 / USDC-on-Base settlement rails, reads tenant-scoped Signal, fraud, ledger, protocol, and A2A data, and
    31
    1
    Apache 2.0

  • 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
  • siftingio-mcp-python by SiftingIO

    siftingio-mcp-pythonofficial

    SiftingIO
    A
    license
    -
    quality
    A
    maintenance
    Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, fundamental data, and market information retrieval.
    MIT

  • Sarwa Tools

    manaskarra
    A
    license
    -
    quality
    A
    maintenance
    An unofficial, read-only MCP server for Sarwa Odyssey that provides portfolio, holdings, transactions, watchlists, and agent snapshots via deterministic JSON documents.
    18
    MIT

  • mcp-finance-tools

    jack200250-collab
    F
    license
    A
    quality
    C
    maintenance
    Provides Korean-specific financial calculators (4 insurances, salary net, severance pay, capital gains tax, DSR/DTI, FX conversion, housing subscription score) as MCP tools for AI agents.
    7

  • MCP Financial Tools

    huntbuilds
    A
    license
    A
    quality
    D
    maintenance
    Provides actionable financial intelligence tools for AI agents including insider buying signals, earnings IV plays, market pulse, stock analysis, and options strategies via free public data sources.
    6
    MIT

  • Finance Tools MCP

    VoxLink-org
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that provides comprehensive financial insights and analysis by leveraging real-time market data, news, and advanced analytics for stocks, options, financial statements, and economic indicators.
    17
    50
    Python
    MIT

  • MCP Calc Tools

    nbiish
    A
    license
    C
    quality
    B
    maintenance
    A server that provides advanced mathematical and financial calculation capabilities for AI code assistants, enabling them to perform complex calculations like symbolic calculus, numerical methods, and financial analysis without implementing algorithms directly.
    18
    7
    8
    Inno Setup
  • AlphaSMO Tools MCP Server by alphasmo

    AlphaSMO Tools MCP Serverofficial

    alphasmo
    A
    license
    -
    quality
    B
    maintenance
    Provides access to SEC EDGAR 13F institutional holdings, Form 4 insider trading, and smart money convergence signals for AI agents via the Model Context Protocol.
    75
    2
    MIT

  • TradeSearcher Agent Tools

    vnguyen42
    A
    license
    -
    quality
    A
    maintenance
    Enables interactive access to TradeSearcher strategies and backtests via CLI and MCP, allowing agents to search, backtest, and compare trading strategies.
    MIT

  • Tools Berry MCP Server

    edyda99
    A
    license
    -
    quality
    C
    maintenance
    Answers US paycheck and payroll-tax questions for 2026 with real arithmetic, including take-home pay, bonus withholding, state comparisons, and per-state rate schedules for all 50 states and DC.
    MIT

  • fin-products-tools

    hyeonseo2
    A
    license
    -
    quality
    D
    maintenance
    MCP server that provides tools to query Korean financial products (savings, deposits, pensions, mortgages, loans) via the FSS Open API, enabling search by company or product type.
    2
    MIT

  • mcp-server-enterprise-tools

    sudsho
    A
    license
    -
    quality
    D
    maintenance
    MCP server for regulated enterprises, providing per-tool RBAC, redacted audit logging, and structured error handling. Exposes bank tools for customer lookup, statement search, and dispute resolution over stdio and HTTPS transports.
    MIT

  • EU Compliance Tools MCP Server

    PatrickPi1312
    A
    license
    -
    quality
    C
    maintenance
    MCP server providing EU compliance APIs for VAT validation, sanctions screening, counterparty checks, and invoice extraction. Enables AI agents to make pay-per-call requests settled in USDC on Base via x402, with no account or API key required.
    MIT

  • mcp-banking-tools

    gabsgoms10
    F
    license
    -
    quality
    B
    maintenance
    MCP server for deterministic financial transactions, providing tools to fetch account balances, check blocked PIX keys, and execute atomic PIX transfers with integer-cent precision.

  • eu-tools-mcp

    iCx6
    F
    license
    -
    quality
    B
    maintenance
    Paid MCP server for EU tools: validate VAT numbers via VIES and get ECB euro FX rates, with per-call USDC payments on Base via the x402 protocol.