tool-discovery

Bring professional data and tools to the AI you already use: open-source MCP, CLI, SDKs, skills, and docs to find services, call them, and audit usage.

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

AI tools curated by autonomous agents for makers and SMBs

让 AI 编程助手复用本机工具并按项目要求选对版本；Windows 工具发现、验证与项目规则接入。

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.

Connect AI agents to 1,400+ APIs across search, social, SEO, finance, and more. Automatic tool discovery, unified billing, zero subscriptions.

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

Search 1,000 MCP tools through two interfaces in DeepSeek Harness. Load exact schemas on demand and keep structured results usable across tool calls.

GenPark AI Agent Skill - Dynamic agent skill registry with semantic capability embeddings, signature match scoring, and Jaccard keyword routing.

GenPark AI Agent Skill - Dynamic agent skill registry with semantic capability embeddings, signature match scoring, and Jaccard keyword routing.

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

Developer preview for building connectors, Sages, custom Hands, semantic skills, and provider integrations for Hands.

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.

Find Websites From World

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

🔥 自动发现热门实用工具，写成中文教程推文，定时推送到 Telegram

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

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