{"id":"everaldo-mcp-mistral-ocr","name":"mcp-mistral-ocr","af_score":57.5,"security_score":49.5,"reliability_score":22.5,"what_it_does":"Provides an MCP server that performs OCR using Mistral AI’s OCR API. It can process files from a mounted local directory (images/PDFs) and can process files from URLs when the caller supplies an explicit file type; results are written as timestamped JSON files inside an OCR output directory under the configured OCR_DIR.","best_when":"You want a simple MCP-based OCR capability integrated into desktop/agent tooling, using Docker and a single Mistral API key.","avoid_when":"You need clear, documented operational guarantees (retries, error codes, rate limit headers) or fine-grained authorization/scopes for multi-tenant deployments.","last_evaluated":"2026-03-30T15:26:37.377410+00:00","has_mcp":true,"has_api":false,"auth_methods":["MISTRAL_API_KEY environment variable"],"has_free_tier":false,"known_gotchas":["process_local_file requires the file to be present in the mounted OCR_DIR container path (mapped to /data/ocr in the README example).","process_url_file requires explicit file_type ('image' or 'pdf'); agents must supply it correctly.","Large inputs are limited by Mistral API constraints (50MB and up to 1000 pages); agents should pre-check or handle failures."],"error_quality":0.0}