"How to read an image using software or tools" matching MCP connectors:

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

Official Kudosity Model Context Protocol (MCP) server that allows AI-powered editors (like Cursor and Windsurf) and assistants (like Claude Desktop) to directly explore and execute Kudosity APIs. With MCP, your AI can search API specs, generate code snippets, and run live requests; all without leaving your development environment.

A semantic search server that gives AI assistants instant access to Dodo Payments documentation and knowledge base.

Canonical vocabulary server for autonomous business design. Exposes the Arco Lexicon as seven MCP tools: term lookup, related terms, alignment verification, citation formatting, source retrieval, term listing, and term suggestion. No authentication required. Streamable HTTP transport.

Official MCP server providing AI assistants with direct access to Stimulsoft Reports & Dashboards developer documentation. Enables semantic search across FAQ, Programming Manual, Server Manual, User Manual, and Server/Cloud API references across all Stimulsoft platforms (.NET, WPF, Avalonia, WEB, Blazor, Angular, React, JS, PHP, Java, Python).

Phoenix LiveView component schemas from petal_components, exposed to AI coding assistants.

What breaks when you upgrade a package, and what to use instead - from official docs.

The official Svelte MCP server providing docs and autofixing tools for Svelte development

AI access to Mapbox docs, API references, style specs, and guides. No token required.

Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.

Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.

An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.

Nifra docs, runnable examples, and API types as an MCP server for any AI assistant.

Read-only access to Sigao Li's profile, CV and case studies. Bilingual (EN/ZH).

Read-only MCP server for the WebAssembly spec: instructions, types, sections, search, proposals.

Read-only access to NewTqnia news, terminology, and explainers in English and Arabic.

Community-maintained knowledge base for Radix DLT — search, read, and contribute wiki pages.

Publish Markdown or HTML to a shareable link from your AI assistant. OAuth, no API keys.

Search the official MCP registry: 17,000+ servers with trust grades, stars, tools, install config.

Read AFMR failure modes and discover scoped attestation and lift-evidence contracts.