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104,714 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,839 matching servers on stars, growth, downloads and maintenance. Updated .

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"Learning to Create an Expert Python Program to Exit GitHub" matching MCP servers:

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  • F
    license
    Not graded
    quality
    D
    maintenance
    A specialized MCP server that provides institutional-grade financial data and market research via the Finnhub API. It enables AI agents to function as equity researchers, generating professional market reports and high-fidelity analysis for stock tickers.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that connects AI assistants to YNAB budgets, enabling natural language queries about finances backed by full API coverage and built-in YNAB methodology knowledge.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables users to query IPVA (vehicle property tax) data from the official SEFAZ TO source via a read-only MCP tool.
    MIT
  • A
    license
    A
    quality
    C
    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
    59 PyPI
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, fundamental data, and market information retrieval.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A minimal Python MCP server over Streamable HTTP using FastAPI, exposing demo tools like ping, get_positions, and list_upcoming_corporate_actions that can be replaced with read-only adapters to custody data.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables managing personal expenses through MCP tools for registering and listing gastos, reusing the backend's service layer.
    -
  • A
    license
    B
    quality
    B
    maintenance
    agentcentral is a hosted MCP server for Amazon sellers that connects Claude, ChatGPT, and other AI clients to Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment data. It provides fast reads from pre-materialized Amazon data, scoped API keys, OAuth-based Amazon connections, encrypted tokens, per-tenant isolation, and guarded write tools with audit log
    100
    6
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables MCP clients to automate the complete SAP Business One sales cycle, from quotations and orders through deliveries, invoicing, incoming payments, and collections via Service Layer.
    65
    10 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables insurance claims review assistance by querying a knowledge graph of Korean standard insurance terms, restoring applicable policy versions by enrollment date, and returning coverage/exclusion determinations with cited provisions.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables authenticated access to Amazon India SP-API commerce intelligence and controlled operations, including orders, finances, listings, pricing, reports, sales/traffic metrics, and profit analysis. It also supports gated Amazon mutations through preview, approval, and execution workflows with audit logging.
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  • F
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that provides Large Language Models with access to YNAB (You Need A Budget) budgets, allowing them to fetch budget data including accounts, categories, and category groups.
    6
    -
  • A
    license
    A
    quality
    D
    maintenance
    Counterparty risk scoring for agentic commerce. Scores wallets, domains, IPs, and companies 0-100 before AI agents transact via x402 micropayments on Base
    1
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables local-first expense logging, editing, and analysis through natural language conversation, backed by a SQLite database and accessible via MCP over stdio.
    8
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    A custom MCP server that enables Claude to access and query municipal bond data from the MSRB's EMMA website, which lacks a public API. It provides 18 tools for searching bonds, downloading official statements, and extracting financial data through natural language prompts.
    2
    18
    1
    -
  • A
    license
    A
    quality
    B
    maintenance
    Lets MCP clients query financial news as structured, sourced statements and topics — searching by symbol, sector, theme, sentiment, importance and time range, and retrieving trending developments, topic detail, news-volume and sentiment series, and attention-screened symbols or sectors. It also exposes reference metadata such as the data window and known incidents.
    8
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides AI agents with real-time access to corporate credit data, including debt structures, bond pricing, and guarantor chains extracted from SEC filings. It enables complex financial analysis such as screening companies by leverage, tracing corporate hierarchies, and searching covenant language.
    8
    31 PyPI
    2
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    基于FastMCP的HyperLiquid交易MCP服务器,为AI助手提供市价/限价订单、仓位管理、市场数据等工具,支持与HyperLiquid永续合约和现货交易平台交互。
    24
    3
    MIT