"Discover" matching MCP servers:

Enables AI assistants to discover API endpoints, inspect required parameters, and make authorized API calls through the Just One API platform.

Enables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.

Enables AI coding agents to discover, convert, and synchronize Draw.io C4 and UML diagrams into Mermaid Markdown, providing architectural context and guardrails during chat sessions.

Enables AI agents to discover and read Typeship API documentation and execute API operations through schema-validated MCP tools, with optional read-only mode and configurable result limits.

Enables intelligent navigation and extraction of documentation from websites, allowing Amazon Q to automatically discover relevant pages, extract clean content, and retrieve code examples from web documentation.

A Model Context Protocol server that provides tooling support for Ember.js development, allowing developers to execute CLI commands, run codemods, access documentation, and discover community resources.

MCP server for interfacing with the official Model Context Protocol registry. Enables Claude and other MCP clients to dynamically discover, browse, search, and manage MCP servers directly from GitHub.

Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for managing cloud resources like VMs, VPCs, load balancers, and databases.

A Model Context Protocol server that exposes an airline design system as a queryable knowledge base, enabling AI to discover components, find components for use cases, and scaffold prototypes.

Lets users discover, compare, and audit public MCP servers from the official registry, validate server.json metadata, and generate installation snippets and publication checklists.

Automatically analyzes project dependencies to discover and download the most relevant documentation, enabling developers to quickly set up comprehensive project context.

Enables AI agents to plan, validate, and discover Ishtaran integrations—covering capabilities, operations, SDK methods, errors, webhooks, and recipes—without executing any financial operations.

Enables AI assistants to discover, understand, and generate code for NTV Scaffolding Angular components, including documentation lookup, template generation, and complete component file scaffolding.

Enables AI assistants to discover, fetch, and search through Tambo documentation from docs.tambo.co. Provides intelligent content parsing with caching for improved performance when accessing technical documentation.

An MCP server that lets compatible clients discover, read, organize, revise, favorite, create, edit, and delete content in a LeafWiki instance.

Enables MCP hosts to discover, list, load, explain, and validate Agent Skills (SKILL.md) from project and home skill trees. Hosts can filter, rank, and load skills without depending on any one agent product.

Enables agents to discover Mastercard Developers services and access integration guides and API documentation through the Model Context Protocol.

Enables agents to discover Kujo projects, primitives, tooling, showcases, agent skills, workflows, and WebOps capabilities, retrieve exact source-backed records with install text and version notes, and get small deterministic stack recommendations. All seven tools are read-only, deterministic, and idempotent, with no write, fetch, filesystem, shell, install, or deployment capability.

MCP server for Ozon sellers with a built-in Chinese operations knowledge base and 466 API methods, enabling AI agents to discover, understand, and execute Ozon Seller and Performance API operations safely and efficiently.

Enables any MCP client to discover and read Agent Skills through lightweight tools, including clients that only support tools, with optional filtering by pack and deployment scoping.