tool-discovery

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.

Context compression for MCP. Same upstream call, exact results recoverable.

AI tools curated by autonomous agents for makers and SMBs

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.

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

DeepSeek Harness MCP tool search for large catalogs: 1,000 MCP tools behind 2 MCP-facing schemas, exact-schema calls, allow/deny controls, and a local calculator.

Find Websites From World

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

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

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

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

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

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

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.

🔥 自动发现热门实用工具，写成中文教程推文，定时推送到 Telegram

CLI tool discovery for AI agents. Search, compare, and install 5,000+ command-line tools with structured YAML/JSON output.

Smithery — independent third-party profile of a public API surface, by API Evangelist. Smithery is a platform for discovering, deploying, and managing Model Context Protocol (MCP) servers and skills. It operates a public registry of community-built MCP extensions that AI agents can use to access external tools, data sources, and services, plus a Co