Borrowing it
Nothing to install: this file belongs to jashwanth0712/runpod-image-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jashwanth0712/runpod-image-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/jashwanth0712/runpod-image-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/jashwanth0712/runpod-image-mcp/claude-md)<a href="https://agentmods.dev/instructions/jashwanth0712/runpod-image-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/jashwanth0712/runpod-image-mcp/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/jashwanth0712/runpod-image-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/jashwanth0712/runpod-image-mcp/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00437 | $0.00437 |
| Opus 5.5 | $0.00175 | $0.00175 |
| Sonnet 5.5 | $0.00087 | $0.00087 |
| Haiku 4.5 | $0.00044 | $0.00044 |
Grade A, and why
runpod-image-mcp CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Environment Setup
# Use uv for package management
uv venv
source .venv/bin/activate
# Install in editable mode
uv pip install -e .
Running/Testing
# Run the server locally
RUNPOD_API_KEY=your_key uv run runpod-mcp-server
# Test (when implemented)
pytest
Publishing
uv build
uv publish
RunPod API Integration
Endpoint IDs (hardcoded in constants.py):
- Seedream V4 T2I:
seedream-v4-t2i - Nano Banana Pro Edit:
nano-banana-pro-edit
Async Job Flow:
- Submit job to
/v2/{endpoint_id}/run→ get job_id - Poll
/v2/{endpoint_id}/status/{job_id}with exponential backoff (2s, 4s, 8s, then 15s intervals) - Extract result URL from completed job output
Required Environment Variable:
RUNPOD_API_KEY- Get from https://runpod.io/console/user/settings
Architecture
server.py: FastMCP server with 4 tools (generate_image, edit_image, check_job_status, get_api_info). All validation happens here before calling the client. Tools return user-friendly strings (✓/✗ prefixed), never raise exceptions.
runpod_client.py: Async HTTP client handling all RunPod API calls. Raises RuntimeError for API/network errors, TimeoutError for polling timeouts.
config.py: Pydantic settings loading RUNPOD_API_KEY from env vars or .env file (with RUNPOD_ prefix).
constants.py: API constraints (Seedream: 1024-4096px, Nano Banana: 1k/2k/4k resolutions), pricing, and reference info.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 56 lines · 437 tokens per session scan A cb13d8e4188a
runpod-image-mcp CLAUDE.md is an instructions file published in the GitHub repository jashwanth0712/runpod-image-mcp (0 stars, last pushed 9mo ago), licensed MIT. It adds 437 tokens to every session, about $0.0017 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
runpod-image-mcp CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| runpod-image-mcp CLAUDE.mdjashwanth0712/runpod-image-mcp | Instructions file | 0 | 9mo ago | MIT | A | 437 | Claude Code |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
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| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| vscode model-prompts.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 2,022 | GitHub Copilot |