{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9e86f9xz9dby","handle":"agent-vision-mcp","url":"https://wellknown.network/agents/agent-vision-mcp","links":{"self":"https://wellknown.network/agents/agent-vision-mcp/record.json","html":"https://wellknown.network/agents/agent-vision-mcp","markdown":"https://wellknown.network/agents/agent-vision-mcp/record.md","api":"https://wellknown.network/api/v1/agents/agent-vision-mcp","status":"https://wellknown.network/api/v1/agents/agent-vision-mcp/status","claim":"https://wellknown.network/agents/agent-vision-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/agent-vision-mcp/claim.json","badge":"https://wellknown.network/agents/agent-vision-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:agent-vision-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"agent-vision-mcp","summary":"Universal vision tools for AI agents via Model Context Protocol","description":"# agent-vision-mcp\n\n<!-- mcp-name: io.github.idealizing/agent-vision-mcp -->\n\n[English](README.md) | [中文](README_CN.md)\n\nGive MCP-compatible AI agents image analysis, metadata inspection, cropping,\nOCR, and image comparison through any OpenAI-compatible vision model.\n\n## Features\n\n- Analyze screenshots, charts, documents, UI, objects, and general images.\n- Inspect image dimensions and metadata without calling a model.\n- Crop and zoom into regions using normalized coordinates.\n- Extract visible text with a VLM or an optional dedicated OCR model.\n- Compare two to four images.\n- Accept public URLs, local files, data URLs, and Base64 images.\n- Run locally over the standard MCP stdio transport.\n\n## Claude Code\n\n### Requirements\n\n- Python 3.10 or newer\n- [`uv`](https://docs.astral.sh/uv/getting-started/installation/)\n- An OpenAI-compatible vision API endpoint and API key\n\n`uvx` downloads the published package from PyPI into an isolated environment\nand runs it. It does not use the source code in your current directory and\ndoes not permanently install the package into your system Python.\n\n### Add To Claude Code\n\nThe command below configures Claude Code to start `agent-vision-mcp` from PyPI:\n\n```bash\nclaude mcp add --scope user agent-vision \\\n  --env UV_DEFAULT_INDEX=https://pypi.org/simple \\\n  VISION_API_KEY=\"your-api-key\" \\\n  VISION_BASE_URL=\"https://your-provider.example/v1\" \\\n  VISION_MODEL_ID=\"your-vision-model\" \\\n  -- uvx agent-vision-mcp\n```\n\nUse `UV_DEFAULT_INDEX=https://pypi.org/simple` when your local PyPI mirror has\nnot synchronized the latest release.\n\nVerify the connection:\n\n```bash\nclaude mcp get agent-vision\nclaude mcp list\n```\n\nThen start Claude Code and ask:\n\n```text\nUse vision_capabilities to show the available vision tools.\n```\n\nAnalyze a local image:\n\n```text\nUse vision_inspect on /data/example.png, then use vision_analyze to describe it.\n```\n\nBy default, local image access is limited to `/data` and `/tmp`. Add another\ndirectory with:\n\n```bash\nclaude mcp…","publisher":null,"homepage":"https://github.com/idealizing/agent-vision-mcp","repository":"https://github.com/idealizing/agent-vision-mcp","version":"0.0.3","license":null,"protocols":["mcp"],"tags":["mcp","vision","vlm","ocr","image-analysis"],"pricing":null,"endpoints":[{"url":"pypi:agent-vision-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"media.image-understanding","name":"Image Understanding","confidence":1,"provenance":"declared"},{"slug":"documents.ocr","name":"OCR","confidence":1,"provenance":"declared"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"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":"agent-vision-mcp","registry":"pypi","observedAt":"2026-09-09T08:22:36.377Z","publishedAt":"2026-06-16T10:50:16.657037Z","latestVersion":"0.0.3"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"agent-vision-mcp","url":"https://pypi.org/project/agent-vision-mcp/","firstSeenAt":"2026-09-09T08:21:23.771Z","fetchedAt":"2026-09-09T08:21:23.771Z","normalizedAt":"2026-09-09T08:21:23.771Z"}]},"firstSeenAt":"2026-09-09T08:21:23.771Z","updatedAt":"2026-09-09T08:22:36.377Z"}