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.

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

A modular CLI platform for running Python micro-tools from a shared tools directory.

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

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.

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

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

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

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

a tool discovery-oriented mcp server chain

Agent-native tool intelligence — discover, evaluate, and execute external tools with trust scores, failure modes, cost-aware routing, and managed credentials.