// SCAN REPORT

Jgkme/kilo Image Gen

25 tools. 15 can modify or destroy data without limits.

15 write tools that can modify data. Rate limits recommended.

Last updated: 2 Jul 2026

15 can modify or destroy data

10 read-only

25 tools total

Community server · catalogue entry verified 02/07/2026

How to control Jgkme/kilo Image Gen ↓

TOOL MAP

What Jgkme/kilo Image Gen exposes to your agents

Read (10) Write / Execute (15) Destructive / Financial (0)

Running more than one server? Check your whole stack →

MOST DANGEROUS TOOLS

High Risk

The most dangerous Jgkme/kilo Image Gen tools

Execute · Medium generate_image Generating images triggers external API calls to third-party providers (Kilo, OpenRouter, OpenAI, Gemini), executing operations with side effects such as API usage/billing and producing artifacts. Execute · Medium kilo_generate_image This tool triggers an external operation (image generation) via a configured provider (Kilo, OpenRouter, OpenAI, or Gemini). Execute · Medium submit_task This tool triggers an external image generation operation asynchronously via external providers (Kilo, OpenRouter, OpenAI, Gemini). Write · Medium finalize_image This tool processes and saves an image file locally.

15 of Jgkme/kilo Image Gen's 25 tools can modify, destroy, or commit something on every call — and an agent calls them with no built-in limits.

POLICY

How to control Jgkme/kilo Image Gen

PolicyLayer is an MCP gateway — it sits between your AI agents and Jgkme/kilo Image Gen, and nothing reaches the server without passing your rules. These are the rules we recommend:

Rate limit write operations

{
  "add_workflow_step": {
    "limits": [
      {
        "counter": "add_workflow_step_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations

{
  "analyze_image_result": {
    "limits": [
      {
        "counter": "analyze_image_result_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

Create a free account and register Jgkme/kilo Image Gen — nothing to install.
Add these rules — paste them, or build them visually. Tune the limits to your setup.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

ENFORCE POLICY ON JGKME/KILO IMAGE GEN →

Instant setup, no code required.

FULL CATALOGUE

All 25 Jgkme/kilo Image Gen tools

EXECUTE 3 tools

Execute generate_image Generate images using the selected provider. Execute kilo_generate_image Generate an image using the configured provider. Execute submit_task Submit an image generation task for asynchronous execution and poll it later with get_task.

WRITE 12 tools

Write add_workflow_step Append a step to a persisted workflow. Write auto_crop Crop an image locally to a target aspect or requested dimensions. Write background_remove Remove the background from an image with a local segmentation model or the shared withoutBG Docker daemon and Write batch_generate_image Generate a batch of images from one prompt, preserving unique filenames for each result. Write close_workflow_step Update a workflow step and mark it complete. Write create_workflow Create a workflow record so the client and server can iterate on a multi-step image task. Write edit_image Edit an image using a reference image and prompt. Write finalize_image Finalize an image locally by optionally removing the background with local or daemon-backed matting and then c Write finalize_workflow Mark a workflow complete and return the final state. Write optimize_image Optimize an image for the web by re-encoding it as compressed PNG, WebP, JPEG, or AVIF with metadata stripped. Write resize_image Resize an image locally with aspect-ratio-preserving defaults and PNG output. Write update_workflow Update a workflow record with new state or guidance.

READ 10 tools

Read analyze_image_result Inspect an image artifact and return follow-up guidance for the next tool call. Read compare_variants Compare multiple generated variants and suggest the strongest one for the use case. Read get_model_capabilities Summarize which providers can generate, edit, batch, or use local endpoints. Read get_provider_status Report configured providers, defaults, and server version. Read get_task Get the current status and result for a submitted image task. Read get_workflow Fetch the current workflow record and its accumulated steps. Read inspect_cutout Inspect a cutout or transparent PNG for edge quality and cleanup needs. Read list_image_models List available providers, defaults, model families, and edit capability. Read resume_workflow Load a persisted workflow from disk and return the current state. Read suggest_next_step Suggest the next MCP tool and arguments based on the current workflow state.

EXPLORE

Related servers

Other MCP servers with similar tools — same risk classification, starter policies for each.

FAQ

Questions about Jgkme/kilo Image Gen

How do I prevent bulk modifications through Jgkme/kilo Image Gen? +

The Jgkme/kilo Image Gen server has 12 write tools including add_workflow_step, auto_crop, background_remove. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach Jgkme/kilo Image Gen.

How many tools does the Jgkme/kilo Image Gen MCP server expose? +

25 tools across 4 categories: Destructive, Financial, Read, Write. 10 are read-only. 15 can modify, create, or delete data.

How do I enforce a policy on Jgkme/kilo Image Gen? +

Register the Jgkme/kilo Image Gen MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Enforce policy on every Jgkme/kilo Image Gen tool call.

Deterministic rules across all 25 Jgkme/kilo Image Gen tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

ENFORCE POLICY ON JGKME/KILO IMAGE GEN →

Instant setup, no code required.

25 Jgkme/kilo Image Gen tools catalogued and risk-classified — across an index of 43,000+ MCP servers.