from .database import MCPServerEntry, parse_mcp_server_list
mcp_server_list = """
# Model Context Protocol servers
This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references
to community built servers and additional resources.
## 🌟 Reference Servers
These servers aim to demonstrate MCP features and the TypeScript and Python SDKs.
- **[Everything](src/everything)** - Reference / test server with prompts, resources, and tools
- **[Fetch](src/fetch)** - Web content fetching and conversion for efficient LLM usage
### Archived
The following reference servers are now archived and can be found at [servers-archived](https://github.com/modelcontextprotocol/servers-archived).
- **[AWS KB Retrieval](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/aws-kb-retrieval-server)** - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
- **[Brave Search](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/brave-search)** - Web and local search using Brave's Search API
## 🤝 Third-Party Servers
### 🎖️ Official Integrations
Official integrations are maintained by companies building production ready MCP servers for their platforms.
- <img height="12" width="12" src="https://www.21st.dev/favicon.ico" alt="21st.dev Logo" /> **[21st.dev Magic](https://github.com/21st-dev/magic-mcp)** - Create crafted UI components inspired by the best 21st.dev design engineers.
### 🌎 Community Servers
A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains.
> **Note:** Community servers are **untested** and should be used at **your own risk**. They are not affiliated with or endorsed by Anthropic.
- **[1Panel](https://github.com/1Panel-dev/mcp-1panel)** - MCP server implementation that provides 1Panel interaction.
- **[A2A](https://github.com/GongRzhe/A2A-MCP-Server)** - An MCP server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.
## 💬 Community
- [GitHub Discussions](https://github.com/orgs/modelcontextprotocol/discussions)
## ⭐ Support
If you find MCP servers useful, please consider starring the repository and contributing new servers or improvements!
---
Managed by Anthropic, but built together with the community. The Model Context Protocol is open source and we encourage everyone to contribute their own servers and improvements!
"""
mcp_server_list_parsed = [
{
"name": "Everything",
"description": "Reference / test server with prompts, resources, and tools",
"url": "https://github.com/modelcontextprotocol/servers/tree/main/src/everything",
"category": "reference",
},
{
"name": "Fetch",
"description": "Web content fetching and conversion for efficient LLM usage",
"url": "https://github.com/modelcontextprotocol/servers/tree/main/src/fetch",
"category": "reference",
},
{
"name": "AWS KB Retrieval",
"description": "Retrieval from AWS Knowledge Base using Bedrock Agent Runtime",
"url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/aws-kb-retrieval-server",
"category": "archived",
},
{
"name": "Brave Search",
"description": "Web and local search using Brave's Search API",
"url": "https://github.com/modelcontextprotocol/servers-archived/tree/main/src/brave-search",
"category": "archived",
},
{
"name": "21st.dev Magic",
"description": "Create crafted UI components inspired by the best 21st.dev design engineers.",
"url": "https://github.com/21st-dev/magic-mcp",
"category": "official",
},
{
"name": "1Panel",
"description": "MCP server implementation that provides 1Panel interaction.",
"url": "https://github.com/1Panel-dev/mcp-1panel",
"category": "community",
},
{
"name": "A2A",
"description": "An MCP server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.",
"url": "https://github.com/GongRzhe/A2A-MCP-Server",
"category": "community",
},
]
def test_parse_mcp_server_list():
parsed = parse_mcp_server_list(mcp_server_list)
# Convert parsed MCPServerEntry objects to dicts for comparison
parsed_dicts = [
{
"name": server.name,
"description": server.description,
"url": server.url,
"category": server.category,
}
for server in parsed
]
assert len(parsed) == len(mcp_server_list_parsed), (
f"Expected {len(mcp_server_list_parsed)} servers, got {len(parsed)}"
)
for expected, actual in zip(mcp_server_list_parsed, parsed_dicts):
assert expected == actual, f"Mismatch: expected {expected}, got {actual}"
def test_parse_mcp_server_list_returns_correct_types():
parsed = parse_mcp_server_list(mcp_server_list)
assert isinstance(parsed, list)
for server in parsed:
assert isinstance(server, MCPServerEntry)
assert isinstance(server.name, str)
assert isinstance(server.description, str)
assert isinstance(server.url, str)
assert isinstance(server.category, str)
def test_parse_empty_list():
parsed = parse_mcp_server_list("")
assert len(parsed) == 0
def test_parse_mcp_server_list_categories():
parsed = parse_mcp_server_list(mcp_server_list)
categories = {server.category for server in parsed}
expected_categories = {"reference", "archived", "official", "community"}
assert categories == expected_categories
