{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_7j9tu5999yy4","handle":"mcp-server-ocr","url":"https://wellknown.network/agents/mcp-server-ocr","links":{"self":"https://wellknown.network/agents/mcp-server-ocr/record.json","html":"https://wellknown.network/agents/mcp-server-ocr","markdown":"https://wellknown.network/agents/mcp-server-ocr/record.md","api":"https://wellknown.network/api/v1/agents/mcp-server-ocr","status":"https://wellknown.network/api/v1/agents/mcp-server-ocr/status","claim":"https://wellknown.network/agents/mcp-server-ocr/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-server-ocr/claim.json","badge":"https://wellknown.network/agents/mcp-server-ocr/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-server-ocr/history","tools":"https://wellknown.network/api/v1/agents/mcp-server-ocr/tools"},"ard":{"identifier":"urn:air::server:mcp-server-ocr","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-server-ocr","summary":"A Model Context Protocol server providing OCR capabilities for images and videos using GLM-4.1V-Thinking-Flash","description":"# MCP OCR Server\n\nA Model Context Protocol (MCP) server that provides OCR (Optical Character Recognition) capabilities for images and videos using GLM-4.1V-Thinking-Flash.\n\n## Features\n\n- **Image OCR**: Extract text from images using GLM-4.1V-Thinking-Flash\n- **Video OCR**: Extract text from video frames (planned feature)\n- **Custom Prompts**: Support for custom OCR prompts\n- **MCP Integration**: Full MCP protocol support for seamless integration\n\n## Requirements\n\n- Python 3.10+\n- GLM-4.1V-Thinking-Flash API key from ZhipuAI\n\n## Quick Start with uvx\n\nThe fastest way to get started is using `uvx`:\n\n```bash\n# Install and run directly\nuvx mcp-server-ocr\n\n# Or install for development\nuvx --python 3.10 --with-editable . mcp-server-ocr\n```\n\n## Installation\n\n### Using uv (recommended)\n\n```bash\n# Clone the repository\ngit clone <repository-url>\ncd ocr\n\n# Install dependencies\nuv sync\n\n# Run the server\nuv run mcp-server-ocr\n```\n\n### Using pip\n\n```bash\n# Clone the repository\ngit clone <repository-url>\ncd ocr\n\n# Install dependencies\npip install -e .\n\n# Run the server\nmcp-server-ocr\n```\n\n## Configuration\n\nSet your GLM-4.1V-Thinking-Flash API key as an environment variable:\n\n```bash\nexport ZHIPU_API_KEY=\"your-api-key-here\"\n```\n\n## Usage\n\n### Available Tools\n\n1. **ocr_image**: Perform OCR on image files\n   - `image_path`: Path to the image file\n   - `prompt`: Custom prompt for OCR processing (optional)\n\n2. **ocr_video**: Perform OCR on video frames (coming soon)\n   - `video_path`: Path to the video file\n   - `prompt`: Custom prompt for video OCR processing (optional)\n   - `frame_interval`: Extract frames every N seconds (optional)\n\n### Available Prompts\n\n1. **ocr_image**: Extract text from an image\n2. **ocr_video**: Extract text from video frames\n\n## Build and Publish\n\n### Build the package\n\n```bash\n# Using uv\nuv build\n\n# Using pip\npython -m build\n```\n\n### Publish to PyPI\n\n```bash\n# Using uv\nuv publish\n\n# Using twine\ntwine upload dist/*\n```\n\n## Development\n\n### Setup development e…","publisher":{"name":"OCR MCP Server","url":null},"homepage":null,"repository":null,"version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["glm","llm","mcp","ocr","vision"],"pricing":null,"endpoints":[{"url":"pypi:mcp-server-ocr","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"documents.ocr","name":"OCR","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"provenance":"derived"},{"slug":"media.image-understanding","name":"Image Understanding","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.791,"provenance":"derived"}],"categories":["dev","documents","media"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"mcp-server-ocr","registry":"pypi","observedAt":"2026-10-22T11:30:46.353Z","publishedAt":"2025-07-07T23:41:37.660310Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-server-ocr","url":"https://pypi.org/project/mcp-server-ocr/","firstSeenAt":"2026-09-10T04:21:57.203Z","fetchedAt":"2026-10-22T11:28:33.749Z","normalizedAt":"2026-10-22T11:28:33.749Z"}]},"firstSeenAt":"2026-09-10T04:21:57.203Z","updatedAt":"2026-10-22T11:30:46.353Z"}