local-first MCP discovery runtime for agents — search before invoke, reduce prompt bloat, and route to local MCP tools

Discover the right CLI tool for any task — in plain English. MCP server for AI agents.

Find Websites From World

Self-improving tool discovery for AI agents. Agents find, install, and learn to use new MCP tools automatically.

Maps external tool surfaces (e.g., MCP servers, APIs, CLIs, SDKs) into a persistent capability registry agents can load and act on.

Semantic MCP tool discovery gateway — find tools by intent, not memory

DNS for AI Tools — Search 5,000+ MCP tools, return only what the agent needs. Saves 284k tokens per query.

🔮 An MCP server for discovering skills, plugins, and MCP servers in Claude Code

CLI for toolsforagents.dev - discover and submit agent-friendly tools

A curated library of modern web development tools with fast search, filtering, and clean discovery.

Universal Tool Capability Descriptor - An open standard for AI tool capability description

AI agent tool discovery & AEO scoring — 15,400+ indexed MCP servers, APIs, CLIs. Free API + 24 MCP tools.

CLI tool discovery for AI agents. Search, compare, and install 440+ command-line tools with structured YAML/JSON output.

Scavenger hunt with git. Try and find all the flags.

Node.js library for discovering and executing WebMCP tools in Chrome via the Chrome DevTools Protocol

Metadata-only registry for MCP Tool Shop tools

MCP server registry and marketplace — discover, install, activate, and manage MCP tools on demand

a tool discovery-oriented mcp server chain

Agent-native tool intelligence — discover, evaluate, and execute 695+ services across 414 capabilities with trust scores, cost-aware routing, and three credential modes.

Build Rust CLIs that AI agents can discover, call, and learn from. No MCP server needed.