How to Use the APImage MCP in CrewAI

Q: How do I configure CrewAI to use the APImage tools?

Install crewaitools. You pass the Vinkius URL directly into your Agent's mcps array, or use MCPServerHTTP for advanced filtering.

Q: Can CrewAI agents chain APImage tools together?

Yes. An agent naturally uses imagetoimage to create a base graphic, evaluates the result, and immediately runs inpaintimage to correct specific details.

Q: How do I restrict which APImage tools my CrewAI agents use?

You use the toolfilter parameter. Give your creative agents access to generation tools, but restrict checkapimagestatus to your diagnostic agents.

Deploy a CrewAI agent team to autonomously search, generate, and edit APImage press graphics without human intervention.

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Connect APImage MCP to CrewAI

Create your Vinkius account to connect APImage to CrewAI and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup APImage with CrewAI

Ask AI about this MCP

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Claude

Perplexity

Coordinate multi-agent design teams

Coordinating complex editorial design requires specialized roles. You assign a Researcher agent to craft concepts using `enhance_prompt`, while a Designer agent executes `generate_image`. They pass the context back and forth through shared memory. Maintaining quality control requires hierarchical review. A Director agent reviews the generated press photos and orders the Designer to try again if the image misses the mark. The crew corrects its own mistakes.

Autonomous photo editing with APImage MCP Server

Handling tedious production work happens automatically. Feed a folder of raw archive photos to an Editor agent armed with `remove_background` and `upscale_image`. It processes the entire batch sequentially while you sleep. Correcting visual errors requires precise masking. If an agent detects unwanted elements, it calculates the coordinates and triggers `inpaint_image` to fix the problem. The corrected file passes right to the publishing team.

Monitor and manage generation history

Keeping tabs on an autonomous crew requires active logging. You assign a Monitor agent to periodically run `list_generations` and `get_generation` to track production. It alerts you if the design team burns through too many credits. Adapting to available resources happens dynamically. An agent executes `list_models` to see which rendering engines are online. It adjusts its generation strategy based on what the MCP Server reports back.

Setup guide

Set up APImage MCP in CrewAI

Prerequisites

Python 3.10+ installed
crewai package (pip install crewai)
Active Vinkius subscription with a valid endpoint token

1

Install CrewAI
Run pip install crewai to install the framework. MCP support is built-in via the mcps parameter.
2

Add the MCP URL to your agent
Pass your Vinkius endpoint directly to the mcps list. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. CrewAI handles tool discovery and caching automatically.
3

Kick off your crew
Create a Crew with your agent and tasks. Call crew.kickoff() — the agent will automatically invoke APImage tools as needed.

crew.py

from crewai import Agent, Task, Crew

agent = Agent(
    role="APImage Analyst",
    goal="Access and analyze APImage data via MCP.",
    backstory="Expert analyst with direct APImage access.",
    mcps=[
        "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ],
)

task = Task(
    description="List recent APImage transactions",
    agent=agent,
    expected_output="A summary of recent activity",
)

crew = Crew(agents=[agent], tasks=[task])
result = crew.kickoff()
print(result)

Get your connection token →

Prerequisites

Python 3.10+ installed
crewai + crewai-tools packages
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run pip install crewai crewai-tools. The MCPServerAdapter handles lifecycle management and tool conversion.
2

Connect with MCPServerAdapter
Use MCPServerAdapter as a context manager with SseServerParameters pointing to your Vinkius endpoint. The adapter automatically manages connection lifecycle.
3

Assign tools and run
Pass the returned mcp_tools to your agent's tools parameter. The adapter converts MCP tools to native BaseTool objects compatible with all CrewAI agents.

crew.py

from crewai import Agent, Task, Crew
from crewai_tools import MCPServerAdapter
from mcp import SseServerParameters

server_params = SseServerParameters(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

with MCPServerAdapter(server_params) as mcp_tools:
    agent = Agent(
        role="APImage Analyst",
        goal="Access and analyze APImage data via MCP.",
        backstory="Expert analyst with direct APImage access.",
        tools=mcp_tools,
    )

    task = Task(
        description="List recent APImage transactions",
        agent=agent,
        expected_output="A summary of recent activity",
    )

    crew = Crew(agents=[agent], tasks=[task])
    result = crew.kickoff()
    print(result)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by APImage. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about APImage MCP in CrewAI

Install `crewai[tools]`. You pass the Vinkius URL directly into your Agent's `mcps` array, or use `MCPServerHTTP` for advanced filtering.

Yes. An agent naturally uses `image_to_image` to create a base graphic, evaluates the result, and immediately runs `inpaint_image` to correct specific details.

You use the `tool_filter` parameter. Give your creative agents access to generation tools, but restrict `check_apimage_status` to your diagnostic agents.

Completely. The server uses standard protocols that CrewAI understands natively, supporting stdio, SSE, and Streamable HTTP transports right out of the box.

Your proprietary news graphics and inpainting masks stay private. Vinkius isolates every single API request in a dedicated, zero-trust environment that terminates completely after the edited image returns to your Python script.

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