From 92e3feb42d9f21a1ba2a1513ade0e70ede24ebdf Mon Sep 17 00:00:00 2001
From: JackSpiece <285515994+JackSpiece@users.noreply.github.com>
Date: Wed, 10 Jun 2026 20:48:26 +0000
Subject: [PATCH] chore: remove leftover Agno artifacts (#307)

---
 agentic_security/agents/__init__.py |   0
 docs/mcp_agno_integration.md        | 156 ----------------------------
 2 files changed, 156 deletions(-)
 delete mode 100644 agentic_security/agents/__init__.py
 delete mode 100644 docs/mcp_agno_integration.md

diff --git a/agentic_security/agents/__init__.py b/agentic_security/agents/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/docs/mcp_agno_integration.md b/docs/mcp_agno_integration.md
deleted file mode 100644
index a21b5391e..000000000
--- a/docs/mcp_agno_integration.md
+++ /dev/null
@@ -1,156 +0,0 @@
-# MCP + Agno Integration
-
-This guide shows how to use Agentic Security's MCP server with [Agno](https://docs.agno.com/tools/mcp) agents.
-
-## Setup
-
-Install Agentic Security with optional Agno support:
-
-```bash
-pip install agno
-```
-
-## Starting the MCP Server
-
-Start the Agentic Security MCP server:
-
-```bash
-python -m agentic_security.mcp.main
-```
-
-For production, use the stdio transport (default with FastMCP):
-
-```bash
-python agentic_security/mcp/main.py
-```
-
-## Examples
-
-### Basic Verification with Agno
-
-```python
-import asyncio
-
-from agno.agent import Agent
-from agno.tools.mcp import MCPTools
-
-from agentic_security.mcp.main import mcp
-
-
-async def verify_llm_spec():
-    # Connect to Agentic Security's MCP server via stdio
-    mcp_tools = MCPTools(
-        command="python",
-        args=["agentic_security/mcp/main.py"],
-    )
-    await mcp_tools.connect()
-
-    try:
-        agent = Agent(
-            tools=[mcp_tools],
-            instructions=[
-                "You are a security testing assistant.",
-                "Use verify_llm to test LLM specifications for vulnerabilities.",
-                "Present results clearly with risk levels.",
-            ],
-            markdown=True,
-        )
-
-        await agent.aprint_response(
-            "Verify this LLM spec: openai/gpt-4",
-            stream=True,
-        )
-    finally:
-        await mcp_tools.close()
-
-
-asyncio.run(verify_llm_spec())
-```
-
-### Running a Security Scan
-
-```python
-import asyncio
-
-from agno.agent import Agent
-from agno.tools.mcp import MCPTools
-
-
-async def run_security_scan():
-    mcp_tools = MCPTools(
-        command="python",
-        args=["agentic_security/mcp/main.py"],
-    )
-    await mcp_tools.connect()
-
-    try:
-        agent = Agent(
-            tools=[mcp_tools],
-            instructions=[
-                "You are an LLM security scanning assistant.",
-                "Use start_scan to initiate security scans on LLM endpoints.",
-                "Use get_data_config to check available scan configurations.",
-                "Report findings with severity levels.",
-            ],
-            markdown=True,
-        )
-
-        await agent.aprint_response(
-            "Run a security scan on openai/gpt-4 with max budget 100",
-            stream=True,
-        )
-    finally:
-        await mcp_tools.close()
-
-
-asyncio.run(run_security_scan())
-```
-
-### Streamable HTTP Transport
-
-```python
-import asyncio
-
-from agno.agent import Agent
-from agno.tools.mcp import MCPTools
-
-
-async def run_http_transport():
-    mcp_tools = MCPTools(
-        transport="streamable-http",
-        url="http://0.0.0.0:8718/mcp",
-    )
-    await mcp_tools.connect()
-
-    try:
-        agent = Agent(
-            tools=[mcp_tools],
-            markdown=True,
-        )
-
-        await agent.aprint_response(
-            "List available security scan templates",
-            stream=True,
-        )
-    finally:
-        await mcp_tools.close()
-
-
-asyncio.run(run_http_transport())
-```
-
-## Available Tools
-
-| Tool | Description |
-|---|---|
-| `verify_llm` | Verify an LLM model specification |
-| `start_scan` | Start an LLM security scan |
-| `stop_scan` | Stop an ongoing scan |
-| `get_data_config` | Retrieve data configuration |
-| `get_spec_templates` | Retrieve LLM specification templates |
-
-## Notes
-
-- The stdio transport is recommended for local development
-- For production deployments, use the streamable-http transport
-- Always call `mcp_tools.close()` to clean up connections