{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_qyt9vxcjb9pq","handle":"omni-image-tools-mcp","url":"https://wellknown.network/agents/omni-image-tools-mcp","links":{"self":"https://wellknown.network/agents/omni-image-tools-mcp/record.json","html":"https://wellknown.network/agents/omni-image-tools-mcp","markdown":"https://wellknown.network/agents/omni-image-tools-mcp/record.md","api":"https://wellknown.network/api/v1/agents/omni-image-tools-mcp","status":"https://wellknown.network/api/v1/agents/omni-image-tools-mcp/status","claim":"https://wellknown.network/agents/omni-image-tools-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/omni-image-tools-mcp/claim.json","badge":"https://wellknown.network/agents/omni-image-tools-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/omni-image-tools-mcp/history","tools":"https://wellknown.network/api/v1/agents/omni-image-tools-mcp/tools"},"ard":{"identifier":"urn:air::server:omni-image-tools-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"omni-image-tools-mcp","summary":"MCP server with image tools (vision + processing) supporting multiple providers","description":"# omni-image-tools-mcp\n\n> A Model Context Protocol (MCP) server that gives **computer vision** to AI models. It lets AI \"see\" images: describe, compare, extract text, crop objects, and more.\n\n[![PyPI version](https://img.shields.io/pypi/v/omni-image-tools-mcp.svg)](https://pypi.org/project/omni-image-tools-mcp/)\n[![PyPI downloads](https://img.shields.io/pypi/dm/omni-image-tools-mcp.svg)](https://pypi.org/project/omni-image-tools-mcp/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](./LICENSE)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10%2B-blue)](https://www.python.org/)\n[![CI](https://github.com/alexlivre/omni-image-tools-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/alexlivre/omni-image-tools-mcp/actions)\n\n**11 tools** · **5 providers** · **Works with opencode, Claude, Cursor**\n\n---\n\n## Table of Contents\n\n- [Why this exists](#why-this-exists)\n- [Which provider to use?](#which-provider-to-use)\n- [Pick your model](#pick-your-model)\n- [Quickstart](#quickstart)\n- [Installation](#installation)\n- [Tools](#tools)\n- [Configuration](#configuration)\n- [Provider setup](#provider-setup)\n- [Security](#security)\n- [GPU memory management](#gpu-memory-management)\n- [Troubleshooting](#troubleshooting)\n- [Development](#development)\n- [License](#license)\n\n---\n\n## Why this exists\n\nIf you use an MCP-aware LLM client and want your AI to **see** images, you need a local bridge between the client and a vision model. This server is that bridge:\n\n- Speaks MCP over **stdio** (works with any compliant client)\n- Supports **local** (Ollama, LM Studio) and **cloud** (OpenAI, OpenRouter, MiniMax) vision providers\n- Preprocesses images automatically (resize, compress, cache) before sending them upstream\n- Exposes both **AI vision** tools (describe, OCR, object detection, compare) and **deterministic processing** tools (crop, convert, resize, download)\n- `extract_object` finds and crops any object described in text — automatically\n\n## Which provid…","publisher":{"name":"Alex Santos","url":null},"homepage":"https://github.com/alexlivre/omni-image-tools-mcp","repository":"https://github.com/alexlivre/omni-image-tools-mcp/issues","version":"0.6.2","license":null,"protocols":["mcp"],"tags":["mcp","vision","computer-vision","ai","llm","ollama","openai","openrouter","minimax","multimodal"],"pricing":null,"endpoints":[{"url":"pypi:omni-image-tools-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"media.image-understanding","name":"Image Understanding","confidence":1,"provenance":"declared"},{"slug":"ai.model-access","name":"Model Access","confidence":1,"provenance":"declared"},{"slug":"documents.ocr","name":"OCR","confidence":0.814,"provenance":"derived"}],"categories":["ai","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":"omni-image-tools-mcp","registry":"pypi","observedAt":"2026-10-22T16:25:10.356Z","publishedAt":"2026-08-08T04:10:22.261244Z","latestVersion":"0.6.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"omni-image-tools-mcp","url":"https://pypi.org/project/omni-image-tools-mcp/","firstSeenAt":"2026-09-10T08:26:22.550Z","fetchedAt":"2026-10-22T16:23:15.296Z","normalizedAt":"2026-10-22T16:23:15.296Z"}]},"firstSeenAt":"2026-09-10T08:26:22.550Z","updatedAt":"2026-10-22T16:25:10.356Z"}