> ## Documentation Index
> Fetch the complete documentation index at: https://laddr.agnetlabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# MCP Examples

> Collection of MCP integration examples for Laddr agents - filesystem, Git, PostgreSQL, and HTTP servers

Collection of examples showing how to integrate various MCP servers with Laddr agents.

***

## Filesystem MCP

Explore and analyze files and directories.

```python theme={null}
from laddr import Agent
from laddr.core.mcp_tools import MCPToolProvider

mcp = MCPToolProvider(
    command="npx -y @modelcontextprotocol/server-filesystem /path/to/project",
    transport="stdio",
    server_name="filesystem"
)

agent = Agent(
    name="filesystem_agent",
    tools=[mcp],
    # ... config
)

```

***

## Git MCP

Perform Git operations on repositories.

```python theme={null}
from laddr import Agent
from laddr.core.mcp_tools import MCPToolProvider

mcp = MCPToolProvider(
    command="uvx mcp-server-git",
    transport="stdio",
    server_name="git"
)

agent = Agent(
    name="git_agent",
    tools=[mcp],
    # ... config
)

```

***

## PostgreSQL MCP

Query PostgreSQL databases.

```python theme={null}
from laddr import Agent
from laddr.core.mcp_tools import MCPToolProvider

mcp = MCPToolProvider(
    command="npx -y @modelcontextprotocol/server-postgres postgresql://user:pass@localhost:5432/db",
    transport="stdio",
    server_name="postgres"
)

agent = Agent(
    name="database_agent",
    tools=[mcp],
    # ... config
)

```

***

## Multiple MCP Servers

Combine multiple MCP servers.

```python theme={null}
from laddr import Agent
from laddr.core.mcp_tools import MCPToolProvider, MultiMCPToolProvider

# Filesystem
fs_mcp = MCPToolProvider(
    command="npx -y @modelcontextprotocol/server-filesystem .",
    transport="stdio",
    server_name="filesystem"
)

# Git
git_mcp = MCPToolProvider(
    command="uvx mcp-server-git",
    transport="stdio",
    server_name="git"
)

# Combine
multi_mcp = MultiMCPToolProvider([fs_mcp, git_mcp])

agent = Agent(
    name="developer_assistant",
    tools=[multi_mcp],
    # ... config
)

```

***

## HTTP MCP Server

Connect to remote HTTP-based MCP servers.

```python theme={null}
from laddr import Agent
from laddr.core.mcp_tools import MCPToolProvider

mcp = MCPToolProvider(
    url="https://mcp-server.example.com",
    transport="http",
    api_key="your-api-key"
)

agent = Agent(
    name="remote_agent",
    tools=[mcp],
    # ... config
)

```

***

## Next Steps

* [MCP Integration](/guides/tools/mcp-integration) - Complete MCP guide
* [Filesystem Agent](/examples/filesystem-agent) - Complete filesystem example
* [Tool Configuration](/guides/tools/tool-config) - Create custom tools