{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_js62psbzyfrn","handle":"mcp-openvision","url":"https://wellknown.network/agents/mcp-openvision","links":{"self":"https://wellknown.network/agents/mcp-openvision/record.json","html":"https://wellknown.network/agents/mcp-openvision","markdown":"https://wellknown.network/agents/mcp-openvision/record.md","api":"https://wellknown.network/api/v1/agents/mcp-openvision","status":"https://wellknown.network/api/v1/agents/mcp-openvision/status","claim":"https://wellknown.network/agents/mcp-openvision/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-openvision/claim.json","badge":"https://wellknown.network/agents/mcp-openvision/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-openvision/history","tools":"https://wellknown.network/api/v1/agents/mcp-openvision/tools"},"ard":{"identifier":"urn:air::server:mcp-openvision","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-openvision","summary":"MCP server for image analysis using OpenRouter","description":"# MCP OpenVision\n\n[![CI](https://github.com/Nazruden/mcp-openvision/actions/workflows/ci.yml/badge.svg)](https://github.com/Nazruden/mcp-openvision/actions/workflows/ci.yml)\n[![PyPI version](https://img.shields.io/pypi/v/mcp-openvision.svg)](https://pypi.org/project/mcp-openvision/)\n[![Python Versions](https://img.shields.io/pypi/pyversions/mcp-openvision.svg)](https://pypi.org/project/mcp-openvision/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Buy Me A Coffee](https://img.shields.io/badge/Buy%20Me%20A%20Coffee-Support-yellow.svg)](https://buymeacoffee.com/nazruden)\n\n## Overview\n\nMCP OpenVision is a Model Context Protocol (MCP) server that provides image analysis capabilities powered by OpenRouter vision models. It enables AI assistants to analyze images via a simple interface within the MCP ecosystem.\n\n## Installation\n\n### Using pip\n\n```bash\npip install mcp-openvision\n```\n\n### Using UV (recommended)\n\n```bash\nuv pip install mcp-openvision\n```\n\n## Configuration\n\nMCP OpenVision requires an OpenRouter API key and can be configured through environment variables:\n\n- **OPENROUTER_API_KEY** (required): Your OpenRouter API key\n- **OPENROUTER_DEFAULT_MODEL** (optional): The vision model to use\n\n### OpenRouter Vision Models\n\nMCP OpenVision works with any OpenRouter model that supports vision capabilities. The default model is `qwen/qwen2.5-vl-32b-instruct:free`, but you can specify any other compatible model.\n\nSome popular vision models available through OpenRouter include:\n\n- `qwen/qwen2.5-vl-32b-instruct:free` (default)\n- `anthropic/claude-3-5-sonnet`\n- `anthropic/claude-3-opus`\n- `anthropic/claude-3-sonnet`\n- `openai/gpt-4o`\n\nYou can specify custom models by setting the `OPENROUTER_DEFAULT_MODEL` environment variable or by passing the `model` parameter directly to the `image_analysis` function.\n\n## Usage\n\n### Testing with MCP Inspector\n\nThe easiest way to test MCP OpenVision is with the MCP Inspector tool…","publisher":null,"homepage":"https://github.com/Nazruden/mcp-openvision","repository":"https://github.com/Nazruden/mcp-openvision/issues","version":"0.6.0","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:mcp-openvision","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"media.image-understanding","name":"Image Understanding","confidence":0.848,"provenance":"derived"}],"categories":["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-openvision","registry":"pypi","observedAt":"2026-10-22T10:32:10.383Z","publishedAt":"2025-03-31T01:38:23.109616Z","latestVersion":"0.6.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-openvision","url":"https://pypi.org/project/mcp-openvision/","firstSeenAt":"2026-09-10T02:24:31.433Z","fetchedAt":"2026-10-22T10:30:33.233Z","normalizedAt":"2026-10-22T10:30:33.233Z"}]},"firstSeenAt":"2026-09-10T02:24:31.433Z","updatedAt":"2026-10-22T10:32:10.383Z"}