Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add serbyte-development/image-search-mcp --skill install-mcpgit clone --depth 1 https://github.com/serbyte-development/image-search-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/skills/serbyte-development/image-search-mcp/install-mcp)<a href="https://agentmods.dev/skills/serbyte-development/image-search-mcp/install-mcp"><img src="https://agentmods.dev/badge/skills/serbyte-development/image-search-mcp/install-mcp/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/skills/serbyte-development/image-search-mcp/install-mcp"><img src="https://agentmods.dev/badge/skills/serbyte-development/image-search-mcp/install-mcp.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 | $0.00058 | $0.00666 |
| Opus 5.5 | $0.00023 | $0.00266 |
| Sonnet 5.5 | $0.00012 | $0.00133 |
| Haiku 4.5 | $0.00006 | $0.00067 |
Grade A, and why
install-image-search-mcp 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Install Image Search MCP
Repository: https://github.com/Serbyte-Development/image-search-mcp
Goal
Install the MCP server locally, configure provider API keys, add it to the user's MCP client, and verify that the tools are available.
Instructions
-
Determine the user's operating system and MCP client from context or local inspection when possible. Ask only if it cannot be determined.
-
Prefer a packaged install instead of cloning the repository:
brew install Serbyte-Development/tap/image-search-mcpIf Homebrew is unavailable or the formula has not been published yet, use:
pipx install --backend pip git+https://github.com/Serbyte-Development/image-search-mcp.gitFall back to cloning + a virtual environment only if neither packaged path is available.
-
Ask the user for whichever provider API keys they want to use. At least one provider must be configured:
PEXELS_API_KEYUNSPLASH_ACCESS_KEYPIXABAY_API_KEY
Never print, commit, or expose secret values.
-
Configure the user's MCP client to launch the installed
image-search-mcpcommand and pass the provider keys as environment variables.Example configuration shape:
{ "mcpServers": { "image-search": { "command": "image-search-mcp", "env": { "PEXELS_API_KEY": "...", "UNSPLASH_ACCESS_KEY": "...", "PIXABAY_API_KEY": "..." } } } }Only include keys the user actually configured. If the client requires a remote MCP endpoint instead of stdio, help the user deploy their own copy to Vercel, configure the provider keys as Vercel environment variables, and connect to
https://<project>.vercel.app/mcp. Do not use the maintainer's deployment. Verify the endpoint after deployment; if host validation returns HTTP 421, expose Vercel system environment variables or setIMAGE_SEARCH_MCP_ALLOWED_HOSTSto the deployment host.
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.
- 1mo ago First seen · 76 lines · 58 tokens per session scan A f621279503c7
install-image-search-mcp is a skill published in the GitHub repository serbyte-development/image-search-mcp (1 stars, last pushed yesterday), licensed MIT. It adds 58 tokens to every session and 666 once invoked, about $0.0002 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.
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