unlimited-ocr-mcp-server AGENTS.md

unlimited-ocr-mcp-server AGENTS.md is an instructions file for Codex, OpenCode from tinygone/unlimited-ocr-mcp-server. It costs 251 tokens per session, scanned A, original, MIT.

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.

In plain words
What is it for?
Use them to extract text from screenshots, scans, document images, or groups of pages, then summarize, translate, or structure the recognized text.
Why use it?
They prevent the agent from guessing what an image says and define the required tool call when image text must be recognized.

Instructions file for CodexOpenCode

Install

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.

agentmods
npx agentmods add instructions/tinygone/unlimited-ocr-mcp-server/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.

agentmods badge for unlimited-ocr-mcp-server AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/tinygone/unlimited-ocr-mcp-server/agents-md.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.svg" alt="Measured on agentmods" 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. Scan, not verified.
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.

ModelPer sessionOnce invoked
Fable 5 $0.00251 $0.00251
Opus 5 $0.00125 $0.00125
Sonnet 5 $0.00050 $0.00050
Haiku 4.5 $0.00025 $0.00025

Measured 4d ago against content hash 7c2670c6816e, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 4d 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:

  1. 工具返回的是纯文本识别结果。
  2. 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)。
  3. 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.

  1. 4d 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 1mo ago), licensed MIT. It adds 251 tokens to every session, about $0.0013 per session on Opus 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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