What is unlimited-ocr-mcp-server AGENTS.md?

Project instructions for an OCR server, where OCR means reading text from images. They require an agent to use the uocr MCP tools for single images or multi-page documents, then process the returned text.

Use them to extract text from screenshots, scans, document images, or groups of pages, then summarize, translate, or structure the recognized text.

They prevent the agent from guessing what an image says and define the required tool call when image text must be recognized.

How tinygone/unlimited-ocr-mcp-server configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to tinygone/unlimited-ocr-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/tinygone/unlimited-ocr-mcp-server/master/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/tinygone/unlimited-ocr-mcp-server

Made for: Codex, OpenCode.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/tinygone/unlimited-ocr-mcp-server/agents-md/github.svg)](https://agentmods.dev/instructions/tinygone/unlimited-ocr-mcp-server/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/tinygone/unlimited-ocr-mcp-server/agents-md"><img src="https://agentmods.dev/badge/instructions/tinygone/unlimited-ocr-mcp-server/agents-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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/tinygone/unlimited-ocr-mcp-server/agents-md"><img src="https://agentmods.dev/badge/instructions/tinygone/unlimited-ocr-mcp-server/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 251 This file is loaded in full into every session.

When invoked 251 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00251	$0.00251
Opus 5.5	$0.00100	$0.00100
Sonnet 5.5	$0.00050	$0.00050
Haiku 4.5	$0.00025	$0.00025

Measured 2mo ago against content hash 7c2670c6816e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

unlimited-ocr-mcp-server AGENTS.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.

AGENTS.md · 22 lines

What it actually says

工作区说明

OCR 工具使用规则

当任务中需要识别图片中的文字内容时（例如：用户提供了截图、扫描件、文档图片，或要求"识别这张图""看看图里写了什么"），必须调用 MCP 工具而不是直接回答。

可用工具（由 uocr MCP server 提供）:

ocr_image — 识别单张图片。参数:
- image_path: 本地图片绝对路径（推荐），或
- image_base64: 图片 base64（无 data: 前缀）
- prompt: 识别任务描述，默认 "document parsing."
ocr_multi — 识别多张图片（多页文档）。参数:
- image_paths: 图片路径列表
- prompt: 默认 "Multi page parsing."

调用流程:

工具返回的是纯文本识别结果。
拿到结果后，继续按用户的原始诉求处理（总结、翻译、结构化、回答问题等）。
不要在调用 OCR 工具前猜测图片内容。

Changes

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 · 22 lines · 251 tokens per session scan A 7c2670c6816e

Subscribe to this mod's changes

unlimited-ocr-mcp-server AGENTS.md is an instructions file published in the GitHub repository tinygone/unlimited-ocr-mcp-server (0 stars, last pushed 3mo ago), licensed MIT. It adds 251 tokens to every session, about $0.0010 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.

Documents

unlimited-ocr-mcp-server AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
unlimited-ocr-mcp-server AGENTS.mdtinygone/unlimited-ocr-mcp-server	Instructions file	0	3mo ago	MIT	A	251	Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	today	MIT	A	7,461	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	5,685	GitHub Copilot
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	yesterday	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

unlimited-ocr-mcp-server: Instructions file for Codex