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.
git clone --depth 1 https://github.com/Unstructured-IO/unstructured-mcp-integrationsWrote 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/commands/unstructured-io/unstructured-mcp-integrations/transform)<a href="https://agentmods.dev/commands/unstructured-io/unstructured-mcp-integrations/transform"><img src="https://agentmods.dev/badge/commands/unstructured-io/unstructured-mcp-integrations/transform/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/commands/unstructured-io/unstructured-mcp-integrations/transform"><img src="https://agentmods.dev/badge/commands/unstructured-io/unstructured-mcp-integrations/transform.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 | $0.00015 | $0.00229 |
| Opus 5.5 | $0.00006 | $0.00092 |
| Sonnet 5.5 | $0.00003 | $0.00046 |
| Haiku 4.5 | $0.00002 | $0.00023 |
Grade A, and why
transform 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.
What it actually says
Parse the file the user names (the command argument, or the most recently shared document) using the connected transform MCP server.
- Determine the source. A public
https://URL can be passed directly; a local path or workspace file must be uploaded first — request an upload URL, thenPUTthe bytes to it. - Start a transform job. Default to Markdown output unless the user asks for JSON or element/layout structure.
- Poll until the job completes, then read back the structured result.
- Summarize what was actually extracted from the result you received — pages, notable sections, and any tables visible in the output. Report element or layout counts only when JSON output was used; do not infer them from Markdown. Then ask what the user wants to do next — RAG ingestion, extraction, summarization, and so on.
If the transform server is not connected, tell the user to install the Unstructured Transform plugin and complete the OAuth sign-in on first connection.
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 · 14 lines · 15 tokens per session scan A 351ad213c753
transform is a command published in the GitHub repository Unstructured-IO/unstructured-mcp-integrations (1 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 15 tokens to every session and 229 once invoked, about $0.0001 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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