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.

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

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

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

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

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

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

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

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

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

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.