Agentladle Mcp/Financial Report
About
**AgentLadle** is a specialized Model Context Protocol (MCP) server designed for AI developers and platforms.
Explore
- ๐ Full-Text Financial Search (financialKeywordSearch): Pinpoint specific keywords and paragraphs within annual reports across the entire A-share market.
- ๐ Page Extraction (getFinancialReportPages): Extract exact, unadulterated pages from any company's annual report for deep reading and context building.
- ๐ Statements Locator (getFinancialStatementsStartPages): Instantly locate the starting pages for the four major consolidated financial statements (Balance Sheet, Income Statement, Cash Flow, Statement of Changes in Equity).
- ๐ Chapter Directory (getReportChapters): Fetch the complete, structured table of contents for any financial report.
- ๐ข Company Information (searchCompanyInfo): Query basic company information by name or stock code.
---
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Agentladle Mcp/Financial ReportCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Since AgentLadle is a cloud-hosted service, you do not need to install or run any local servers. We use a stateless HTTP implementation.
Add the following configuration to your MCP client (e.g., Claude Desktop, Cursor):
``json`
{
"mcpServers": {
"agentladle-mcp": {
"type": "streamableHttp",
"url": "https://mcp.agentladle.com/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY_HERE"
}
}
}
}
Don't forget to replace
---
Once configured, simply open Claude Desktop and try asking:
- Notes Deep Dive & Attribution: "Analyze BYD's 2025 accounts receivable breakdown." or "Find the direction of CATL's capital expenditures in 2025."
- Benchmarking & Restructuring: "Extract Gree's 2025 balance sheet and restructure it into a managerial balance sheet."
- Thematic Market Scanning: "Which companies mentioned 'Solid-State Batteries' in their 2025 annual reports?" or "What is the market-wide progress on the 'Low-Altitude Economy'?"
This repository acts as an MCP Connector and configuration guide. The core backend services remain hosted securely on AgentLadle's infrastructure.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"agentladle mcp/financial report": {
"agentladle-mcp": {
"type": "streamableHttp",
"url": "https://mcp.agentladle.com/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY_HERE"
}
}
}
}
}McpServers
{
"agentladle-mcp": {
"type": "streamableHttp",
"url": "https://mcp.agentladle.com/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY_HERE"
}
}
}โจ Features
- ๐ Full-Text Financial Search (financialKeywordSearch): Pinpoint specific keywords and paragraphs within annual reports across the entire A-share market.
- ๐ Page Extraction (getFinancialReportPages): Extract exact, unadulterated pages from any company's annual report for deep reading and context building.
- ๐ Statements Locator (getFinancialStatementsStartPages): Instantly locate the starting pages for the four major consolidated financial statements (Balance Sheet, Income Statement, Cash Flow, Statement of Changes in Equity).
- ๐ Chapter Directory (getReportChapters): Fetch the complete, structured table of contents for any financial report.
- ๐ข Company Information (searchCompanyInfo): Query basic company information by name or stock code.
---
๐ Get Started
1. Get Your API Key
AgentLadle is a cloud-hosted API service. To use this MCP server, you must first obtain an API Key. > [!IMPORTANT] > ๐ Click here to register on AgentLadle.com and get your API Key to use for free2. Client Configuration
Since AgentLadle is a cloud-hosted service, you do not need to install or run any local servers. We use a stateless HTTP implementation. Add the following configuration to your MCP client (e.g., Claude Desktop, Cursor): ``json
{
"mcpServers": {
"agentladle-mcp": {
"type": "streamableHttp",
"url": "https://mcp.agentladle.com/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY_HERE"
}
}
}
}
`
Don't forget to replace YOUR_API_KEY_HERE` with the actual key you generated in step 1.
---
๐ ๏ธ Usage Example
Once configured, simply open Claude Desktop and try asking: - Notes Deep Dive & Attribution: "Analyze BYD's 2025 accounts receivable breakdown." or "Find the direction of CATL's capital expenditures in 2025." - Benchmarking & Restructuring: "Extract Gree's 2025 balance sheet and restructure it into a managerial balance sheet." - Thematic Market Scanning: "Which companies mentioned 'Solid-State Batteries' in their 2025 annual reports?" or "What is the market-wide progress on the 'Low-Altitude Economy'?" This repository acts as an MCP Connector and configuration guide. The core backend services remain hosted securely on AgentLadle's infrastructure.Sign in to leave a review
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