strands-agents/mcp-server

AI 总结

• **Smart Document Search**: TF-IDF based search with Markdown-aware scoring that prioritizes titles, headers, and code blocks
• **Section-Based Browsing**: Browse document structure via table of contents, then fetch only the section you need - more token-efficient th…
• **Curated Content**: Indexes documentation from llms.txt files with clean, human-readable titles
• **On-Demand Fetching**: Lazy-loads full document content only when needed for optimal performance
• **Snippet Generation**: Provides contextual snippets with relevance scoring for quick overview
• **Real URL Support**: Works with actual HTTPS URLs while maintaining backward compatibility

内容摘录

<div align="center">
 <div>
 <a href="https://strandsagents.com">
 <img src="https://strandsagents.com/latest/assets/logo-github.svg" alt="Strands Agents" width="55px" height="105px">
 </a>
 </div>

 <h1>
 Strands Agents MCP Server
 </h1>

 <h2>
 A model-driven approach to building AI agents in just a few lines of code.
 </h2>

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 <a href="https://github.com/strands-agents/mcp-server/issues"><img alt="GitHub open issues" src="https://img.shields.io/github/issues/strands-agents/mcp-server"/></a>
 <a href="https://github.com/strands-agents/mcp-server/pulls"><img alt="GitHub open pull requests" src="https://img.shields.io/github/issues-pr/strands-agents/mcp-server"/></a>
 <a href="https://github.com/strands-agents/mcp-server/blob/main/LICENSE"><img alt="License" src="https://img.shields.io/github/license/strands-agents/mcp-server"/></a>
 <a href="https://pypi.org/project/strands-agents-mcp-server/"><img alt="PyPI version" src="https://img.shields.io/pypi/v/strands-agents-mcp-server"/></a>
 <a href="https://python.org"><img alt="Python versions" src="https://img.shields.io/pypi/pyversions/strands-agents-mcp-server"/></a>
 </div>

 <p>
 <a href="https://strandsagents.com/">Documentation</a>
 ◆ <a href="https://github.com/strands-agents/samples">Samples</a>
 ◆ <a href="https://github.com/strands-agents/sdk-python">Python SDK</a>
 ◆ <a href="https://github.com/strands-agents/tools">Tools</a>
 ◆ <a href="https://github.com/strands-agents/agent-builder">Agent Builder</a>
 ◆ <a href="https://github.com/strands-agents/mcp-server">MCP Server</a>
 </p>
</div>

This MCP server provides curated documentation access to your GenAI tools via llms.txt files, enabling AI coding assistants to search and retrieve relevant documentation with intelligent ranking.
Features
**Smart Document Search**: TF-IDF based search with Markdown-aware scoring that prioritizes titles, headers, and code blocks
**Section-Based Browsing**: Browse document structure via table of contents, then fetch only the section you need - more token-efficient than retrieving full pages
**Curated Content**: Indexes documentation from llms.txt files with clean, human-readable titles
**On-Demand Fetching**: Lazy-loads full document content only when needed for optimal performance
**Snippet Generation**: Provides contextual snippets with relevance scoring for quick overview
**Real URL Support**: Works with actual HTTPS URLs while maintaining backward compatibility
Prerequisites

The usage methods below require uv to be installed on your system. You can install it by following the official installation instructions.
Installation

You can use the Strands Agents MCP server with
40+ applications that support MCP servers,
including Amazon Q Developer CLI, Anthropic Claude Code, Cline, and Cursor.

Get started quickly with one-click installation buttons for popular MCP clients. Click the buttons below to install servers directly in your IDE:

Install in Kiro
Install in Cursor
Install in VS Code
Kiro example

See the Kiro documentation
for instructions on managing MCP configuration.

In ~/.kiro/settings/mcp.json:
Q Developer CLI example

See the Q Developer CLI documentation
for instructions on managing MCP configuration.

In ~/.aws/amazonq/mcp.json:
Claude Code example

See the Claude Code documentation
for instructions on managing MCP servers.
Cline example

See the Cline documentation
for instructions on managing MCP configuration.

Provide Cline with the following information:
Cursor example

See the Cursor documentation
for instructions on managing MCP configuration.

In ~/.cursor/mcp.json:
VS Code example

See the VS Code documentation
for instructions on managing MCP configuration.

In your mcp.json file:
Quick Testing

You can quickly test the MCP server using the MCP Inspector:

Note: This requires npx to be installed on your system. It comes bundled with Node.js.

The Inspector is also useful for troubleshooting MCP server issues as it provides detailed connection and protocol information. For an in-depth guide, have a look at the MCP Inspector documentation.
Getting Started
**Install prerequisites**:
Install uv following the official installation instructions
Make sure you have Node.js installed for npx commands
**Configure your MCP client**:
Choose your preferred MCP client from the installation examples above
Add the Strands Agents MCP server configuration to your client
**Test the connection**:
**Start using the documentation tools**:
search_docs - Find relevant documentation with intelligent ranking
fetch_doc - Browse a page's structure and preamble, then read individual sections
The server automatically indexes curated content from llms.txt files
Server Development
Running Tests

To skip integration tests (e.g., in CI environments without network access):
Contributing ❤️

We welcome contributions! See our Contributing Guide for details on:
Reporting bugs & features
Development setup
Contributing via Pull Requests
Code of Conduct
Reporting of security issues
License

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.
Security

See CONTRIBUTING for more information.