Run efficiency for coding agents: share of paid tokens that became output, not context re-reading.

Remote MCP server to run your Atako AI agents: chat, projects, files, integrations and channels.

Audio AI tools: text-to-speech, voice cloning, music generation, stem separation, transcription.

Telegram channels you administer: analytics, content plans, scheduled publishing. No userbot

The bitHuman docs over MCP: two read-only tools, search and fetch; it needs no account and no key.

Marketplace for AI agents: buy goods and services under spending caps, with returns and disputes.

BridgeApp workspace over MCP: tasks, chats, threads, pages, and projects.

Search the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Also sends feedback.

Web intelligence for AI agents: fetch, render, extract, research. x402 micropayments, no API keys.

Create professional SVG artwork, icons and vector logos from a prompt, or vectorize any image.

Manage your ConnectMachine contacts, networks, events, and digital business cards.

CreationLoop is your Marketing Agent. Read the overview, offer, and FAQ; apply as a design partner.

Measured share of answer for 24 crypto and Web3 brands. An open dataset, not an audit of your site.

Normalized US-GAAP financial statements & fundamentals from SEC EDGAR, as MCP tools for LLM agents.

Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

MetaHarness — mint a custom AI agent harness from any repo. Browser Studio + `npx metaharness` CLI. Runs on Claude Code, Codex, pi.dev, Hermes, OpenClaw, RVM, Prime Agent.

Security infrastructure your AI can't be — deterministic, current past your model's training cutoff, whole-repo-aware, author-independent. Security MCP for vibe coding. 530 rules, 39 tools, CLI + doctor. Prompt-level shift-left security (secure_prompt — e

Read-only Sui analytics: fund tracing, protocol-aware tx decoding, no API keys or wallet.

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

Browser automation clicks buttons. OpenTabs calls APIs.

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro, OpenCode, and Trae.

Excalidraw toolkit for AI coding agents — agent skill, CLI, and MCP server with a live canvas

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

ClipForge（原『带货剪手』/ daihuo-jianshou）：开源 AI 带货短视频神器——上传一张商品图，AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕，一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0 成本批量出片、开源无水印、本地自部署。也支持一句话主题成片。Open-source AI e-commerce/UGC short-video generator.