mcp-registry/com.auto-reader/ocr · v1.0.0
Also listed as github/samqra/auto-reader-ocr
As of 2026-10-23 01:24 UTC, the Auto Reader Ocr MCP server is up with a Glimind reliability score of 100/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Arabic-first OCR, translation and document extraction. First call mints a free trial key.
Claude Code
claude mcp add --transport http auto-reader-ocr-mcp-server https://api.auto-reader.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"auto-reader-ocr-mcp-server": {
"type": "http",
"url": "https://api.auto-reader.com/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
7 of 7 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
1 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fcom.auto-reader%2Focr/fixes
{
"name": "create_api_key",
"description": "Provision a new Auto-Reader OCR API key instantly, with no human steps. Pass an optional email to unlock the larger free tier (about 250 credits/day, vs about 25/day for an email-less trial key). Store the returned key and pass it as api_key on future calls.",
"inputSchema": {
"type": "object",
"required": [],
"properties": {
"email": {
"type": "string",
"description": "Optional email to attach for the larger free tier and a verification link."
}
}
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
}
}{
"name": "get_usage",
"description": "Check your Auto-Reader OCR key: tier, remaining daily free credits, prepaid credit balance, subscription allowance, and per-minute rate limit. Use it to throttle yourself before hitting a limit.",
"inputSchema": {
"type": "object",
"required": [],
"properties": {
"api_key": {
"type": "string",
"description": "Optional key (nsk_live_...). Auto-provisioned if omitted."
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "read_manga",
"description": "OCR a comic/manga page, routed by LANGUAGE (not the blanket \"manga = Japanese\" assumption). Japanese goes to the manga specialist reader that reads vertical, hand-lettered speech bubbles in right-to-left order; Korean manhwa, Chinese manhua and other scripts use their own OCR pack; low-confidence pages escalate to the vision model. Returns text blocks in reading order plus the detected language, the engine used, and whether the page is vertical. Provide the image as base64. Pass lang explicitly ",
"inputSchema": {
"type": "object",
"required": [
"image_base64"
],
"properties": {
"lang": {
"type": "string",
"default": "auto",
"description": "Language hint. Default \"auto\". Codes: ja (manga specialist), ko, zh, ar, en, fr, es, de, ru, it, pt."
},
"api_key": {
"type": "string",
"description": "Optional Auto-Reader OCR key (nsk_live_...). If omitted, a free trial key is auto-provisioned and returned to you in the result."
},
"image_base64": {
"type": "string",
"description": "The manga/comic page as base64 (a data: URI prefix is accepted and stripped)."
}
}
},
"annotations": {
"readOnlyHint": true
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/com.auto-reader/ocr"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.auto-reader/ocr"}) over MCP.
ocr_image ~506 tokensextract_document ~366 tokensread_manga ~299 tokenstranslate_text ~258 tokensocr_and_translate ~225 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fcom.auto-reader%2Focr?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.auto-reader%2Focr?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.auto-reader%2Focr.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.auto-reader%2Focr.svg :target: https://glimind.com/server/mcp-registry%2Fcom.auto-reader%2Focr?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:b06a9a91c9d77155…, first seen 2026-10-17, included at leaf 3350 of 49,223. Version history · verify what your client received.
Compare: most reliable other servers · most reliable ml servers · most reliable media servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-23 01:24 UTC, the Auto Reader Ocr MCP server is up with a Glimind reliability score of 100/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Auto Reader Ocr MCP server advertises 7 tools, including create_api_key, extract_document, get_usage, ocr_and_translate, ocr_image.
Point your MCP client at this streamable-http endpoint: https://api.auto-reader.com/mcp
Glimind scanned all 7 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.