{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_w8ps92d9y77n","handle":"vision-mcp-server-2","url":"https://wellknown.network/agents/vision-mcp-server-2","links":{"self":"https://wellknown.network/agents/vision-mcp-server-2/record.json","html":"https://wellknown.network/agents/vision-mcp-server-2","markdown":"https://wellknown.network/agents/vision-mcp-server-2/record.md","api":"https://wellknown.network/api/v1/agents/vision-mcp-server-2","status":"https://wellknown.network/api/v1/agents/vision-mcp-server-2/status","claim":"https://wellknown.network/agents/vision-mcp-server-2/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/vision-mcp-server-2/claim.json","badge":"https://wellknown.network/agents/vision-mcp-server-2/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/vision-mcp-server-2/history","tools":"https://wellknown.network/api/v1/agents/vision-mcp-server-2/tools"},"ard":{"identifier":"urn:air::server:vision-mcp-server-2","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"vision-mcp-server","summary":"MCP server that provides vision analysis tools via OpenAI-compatible API","description":"# vision-mcp\n\nMCP server that provides vision analysis tools via an OpenAI-compatible API. Enables non-vision coding models to \"see\" images by routing image analysis to a separate vision-capable model.\n\n## Setup\n\n### Prerequisites\n\n- An OpenAI-compatible vision API endpoint (e.g., OpenAI, opencode.ai, or any provider supporting `/v1/chat/completions` with `image_url` content blocks)\n\n### Installation & Usage with uvx\n\nThe recommended way to run the server is via `uvx` — no manual installation needed:\n\n```bash\nuvx vision-mcp-server\n```\n\nOr install globally with uv:\n\n```bash\nuv tool install vision-mcp-server\nvision-mcp-server\n```\n\n### Environment Variables\n\n| Variable | Required | Default | Description |\n|---|---|---|---|\n| `VISION_API_BASE` | No | `https://api.openai.com/v1` | Base URL for the OpenAI-compatible API |\n| `VISION_API_KEY` | **Yes** | — | API key for authentication |\n| `VISION_MODEL` | No | `gpt-4o` | Model name to use for vision tasks |\n\nThe server communicates over stdio using the MCP JSON-RPC protocol.\n\n## Tools\n\n### `vision_analyze_image`\n\nAnalyzes a single image file with an optional prompt.\n\n| Parameter | Required | Description |\n|---|---|---|---|\n| `image_path` | Yes | Path to a local image file (PNG, JPEG, GIF, WebP) |\n| `prompt` | No | Guiding prompt (default: \"Describe this image in detail.\") |\n\n### `vision_compare_images`\n\nCompares 2 to 8 image files simultaneously with a required prompt.\n\n| Parameter | Required | Description |\n|---|---|---|---|\n| `image_paths` | Yes | List of 2-8 local image file paths |\n| `prompt` | Yes | Prompt describing what to compare |\n\n## Coding Agent Integration\n\n### opencode / Claude Code\n\nAdd to your project's `.mcp.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"vision\": {\n      \"command\": \"uvx\",\n      \"args\": [\"vision-mcp-server\"],\n      \"env\": {\n        \"VISION_API_BASE\": \"https://api.openai.com/v1\",\n        \"VISION_API_KEY\": \"${VISION_API_KEY}\",\n        \"VISION_MODEL\": \"gpt-4o\"\n      }\n    }\n  }\n}\n```\n\n**Note:** The s…","publisher":null,"homepage":null,"repository":"https://github.com/iTzFaisal/vision-mcp","version":"0.2.0","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:vision-mcp-server","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"}},"derived":{"capabilities":[{"slug":"media.image-understanding","name":"Image Understanding","confidence":1,"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":"vision-mcp-server","registry":"pypi","observedAt":"2026-10-22T23:26:16.898Z","publishedAt":"2026-07-29T20:59:17.822716Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"vision-mcp-server","url":"https://pypi.org/project/vision-mcp-server/","firstSeenAt":"2026-09-10T15:23:42.418Z","fetchedAt":"2026-10-22T23:24:43.379Z","normalizedAt":"2026-10-22T23:24:43.379Z"}]},"firstSeenAt":"2026-09-10T15:23:42.418Z","updatedAt":"2026-10-22T23:26:16.898Z"}