mcp-registry/com.pennyocr/ocr · v0.1.0
Also listed as glama/imiraoui/pennyocr
As of 2026-10-19 08:02 UTC, the Pennyocr Ocr MCP server is up with a Glimind reliability score of 97/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Read PDFs and images as markdown or text, with exact costs and hard spend caps. $0.75/1k pages.
Claude Code
claude mcp add --transport http pennyocr-ocr-mcp-server https://mcp.pennyocr.com
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"pennyocr-ocr-mcp-server": {
"type": "http",
"url": "https://mcp.pennyocr.com"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
2 of 2 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 →
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.pennyocr%2Focr/fixes
{
"name": "estimate_cost",
"description": "Free: return the page count and exact cost_usd to read a document URL with read_document, without running OCR. Use before reading large documents.",
"inputSchema": {
"type": "object",
"required": [
"url"
],
"properties": {
"url": {
"type": "string",
"description": "http(s) URL of the PDF or image"
},
"pages": {
"type": "string",
"description": "Optional page range like '1-20'."
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "read_document",
"description": "Read a document (PDF or image) from a URL and return its contents as markdown (tables preserved) or plain text. Costs $0.00075 per page, billed to the PennyOCR account; the response includes the exact cost_usd and per-page citations. Use estimate_cost first for big documents. Supports page ranges and hard spend caps.",
"inputSchema": {
"type": "object",
"required": [
"url"
],
"properties": {
"url": {
"type": "string",
"description": "http(s) URL of the PDF or image"
},
"pages": {
"type": "string",
"description": "Page range like '1-20,25'. Default: all pages."
},
"output": {
"enum": [
"markdown",
"text"
],
"type": "string",
"description": "Output format. Default markdown."
},
"max_pages": {
"type": "integer",
"description": "Refuse (with the numbers) if selection exceeds this many pages."
},
"max_cost_usd": {
"type": "number",
"description": "Refuse (with the numbers) if the run would cost more than this."
}
}
},
"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.pennyocr/ocr"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.pennyocr/ocr"}) over MCP.
read_document ~254 tokensestimate_cost ~112 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.pennyocr%2Focr?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.pennyocr%2Focr?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.pennyocr%2Focr.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.pennyocr%2Focr.svg :target: https://glimind.com/server/mcp-registry%2Fcom.pennyocr%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 sha256:5799c44f9e1e323e…, first seen 2026-10-17, included at leaf 16387 of 25,609. Version history · verify what your client received.
Compare: most reliable other servers · most reliable retrieval 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 2026-10-19 08:02 UTC, the Pennyocr Ocr MCP server is up with a Glimind reliability score of 97/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Pennyocr Ocr MCP server advertises 2 tools, including estimate_cost, read_document.
Point your MCP client at this streamable-http endpoint: https://mcp.pennyocr.com
Glimind scanned all 2 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.