Open-source toolkit for the QVeris capability routing network: CLI, MCP server, Python SDK, skills, and REST API docs for agents to discover, inspect, call, and audit real-world tools.

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

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

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

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

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

Find Websites From World

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

Agent gateway for external tools — Rhumb Index scores services; Rhumb Resolve routes supported capability calls through governed execution rails.

A minimalist CLI launcher — list, filter, and jump to any executable on your PATH

Neutral self-hosted registry and toolkit for Agentic Resource Discovery.

MCP server that helps AI agents find, compare, and verify the right tools for any build task — across 35+ open-source registries.

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

The missing architectural layer above MCP. Production patterns for LLM agents wired to enterprise systems at scale — without context blowout, hallucinated tool selection, or audit gaps.

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

🎰 Pull the lever, discover a tool you'd never find yourself — 210 hand-curated free tools, toys, and AI wonders. No signup, no tracking, one HTML file.

News monitoring workflows for tracking AI product launches, feature updates, pricing changes, and category trends.

Adaptive preflight skills for AI agents: clarify intent, find capability gaps, review tools, and control context cost.

🔥 自动发现热门实用工具，写成中文教程推文，定时推送到 Telegram

Give LLM agents 2 meta-tools instead of a 30k-token tool catalog - hierarchical, search-first tool discovery with an active tool request, hybrid retrieval, response filtering and code mode. Works with OpenAI/Anthropic/LangChain/MCP. pip install sift-tools