AgentLadle Financial Reports MCP

AgentLadle Financial Reports MCP Welcome to the AgentLadle Financial Reports MCP Server!

CommunityOnlineAPI key requiredGlobalFreeRead-only

What it can do

  • FinancialKeywordSearch: Full-text keyword search across financial reports. Use 1-5 keywords (CN-A: Simplified Chinese; HK/US: English). Prefer stockCode from searchCompanyInfo. For TOC use getFinancia
  • GetFinancialReportPages: Read full page content by page range. For TOC use startPage=1, pageCount=3~5. Prefer stockCode from searchCompanyInfo. Report types: annual a4 (e.g. 2025a4), interim h2 (e.g.
  • SearchCompanyInfo: Search listed companies by name or stock code. market is required (CN-A | HK | US). If no hit, retry another market. Returns stockCode, stockName, market, listingDate. Currently onl

What data it sees

Do you need an account

An API key from the service settings is required

AgentLadle Financial Reports MCP

Welcome to the AgentLadle Financial Reports MCP Server! This tool empowers your favorite MCP-compatible clients (like Cursor and Claude Desktop) with professional-grade capabilities for corporate intelligence, financial data extraction, and report analysis.

🚀 Getting Started

To use this server, you will need a valid AgentLadle API Key.

1. Get Your API Key

  1. Go to our official website: https://agentladle.com
  2. Sign up for an account or log in if you already have one.
  3. Navigate to the MCP Keys section in your dashboard.
  4. Generate a new API Key and copy it.

2. Configuration

When you install this server via Smithery, you will be prompted to enter your apiKey.

Simply paste the raw API key you copied from your dashboard (e.g., sk-123456789abcdef).

For a full quick start, see: https://agentladle.com/docs/quickstart

⚠️ Data Coverage Limitation

Please note that currently, this server only supports Chinese A-share (CN-A) listed companies. US stocks, HK stocks, and other markets are not supported yet.

🛠️ Available Tools

Our server provides the following core tools for financial analysis:

  • searchCompanyInfo: Look up listed companies by name or stock code. Returns stockCode, short name, market, and listing date. Call this first when the user mentions a company name or an unknown code.
  • financialKeywordSearch: Full-text keyword search across financial reports. Extract 1–5 core keywords and get matching fragments with page numbers.
  • getFinancialReportPages: Read original report text by page range. Prefer financialKeywordSearch first to locate pages, then read the returned page.

Recommended call order: searchCompanyInfo → financialKeywordSearch → getFinancialReportPages.

💬 Support

If you encounter any issues or have questions, please reach out to our support team at support@agentladle.com or visit https://agentladle.com.

How to connect

How to connect AgentLadle Financial Reports MCP to Claude

The server address to paste into Claude settings:

https://financial-reports--agentladle.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect AgentLadle Financial Reports MCP to ChatGPT

The server address to paste into ChatGPT settings:

https://financial-reports--agentladle.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect AgentLadle Financial Reports MCP to Cursor

The server address to paste into Cursor settings:

https://financial-reports--agentladle.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (3)

Raw names from tools/list. Only developers need these.

financialKeywordSearchFull-text keyword search across financial reports. Use 1-5 keywords (CN-A: Simplified Chinese; HK/US: English). Prefer stockCode from searchCompanyInfo. For TOC use getFinancialReportPages(startPage=1). Report types: annual a4 (e.g. 2025a4), interim h2 (e.g. 2026h2). Currently only CN-A has data.
getFinancialReportPagesRead full page content by page range. For TOC use startPage=1, pageCount=3~5. Prefer stockCode from searchCompanyInfo. Report types: annual a4 (e.g. 2025a4), interim h2 (e.g. 2026h2). Currently only CN-A has data.
searchCompanyInfoSearch listed companies by name or stock code. market is required (CN-A | HK | US). If no hit, retry another market. Returns stockCode, stockName, market, listingDate. Currently only CN-A has data.