awesome-ai-devtools — 十大必装 AI 工具中文文档

App Builders

Platforms that scaffold and deploy full-stack applications from natural language prompts:

• Bolt.new — AI-powered web development agent that allows you to prompt, run, edit, and deploy full-stack applications directly in the browser using WebContainers. Supports npm packages, Node.js servers, and third-party APIs.
• Lovable — AI-powered full-stack app development platform that converts natural language descriptions or designs into fully functional applications with built-in deployment and GitHub integration.
• Backgrounder.dev — Free interface for AI coding agents (Claude Code, Codex, Gemini, Goose, Pi) running as isolated background processes. Supports switching between agents, branching chats, conflict resolution and scheduled runs.
• Co.dev — AI-powered app development platform that helps build and deploy full-stack applications.
• Capacity — AI-powered full-stack web app development that turns prompts in natural language into fully functional web applications.
• Leap.new — Builds functional apps with real backend services, APIs, and deploys to your cloud.
• Pico — End-to-end micro app generator with instant deployment.
• SoftGen — AI-powered software generation platform for building Web Apps.
• LlamaCoder — Open source code generation model for building applications using open source LLMs.
• Forge — AI-powered full-stack app creator that generates Next.js apps from natural language. BYOK model — use your own Anthropic, OpenAI, or Google AI key with no markup. Multi-stage pipeline with auto-fix and TypeScript strict mode.
• e2b_Fragments — Platform for building and deploying AI-powered applications with sandboxed environments.
• Mocha — AI-powered no-code application builder for creating web apps without writing code.
• Pythagora — AI development platform with 14 specialized agents that builds React/Node.js apps from natural language. Integrates with VS Code and Cursor with one-click deployment.
• Mage — Generate full-stack web apps in Wasp, React, Node.js and Prisma.
• Make Real — Online canvas that can be used to generate HTML/JavaScript apps.
• Glowbom — Generate apps with AI and export to multiple platforms.
• VULK — AI app builder that generates full-stack React + PostgreSQL apps, Flutter mobile, Three.js games and Shopify themes from natural language. Live preview in Firecracker microVMs, BYOM with 16+ models, EU-hosted with full source code export.
• Taskade Genesis — AI-powered platform for building custom AI agents, workflows, and apps using natural language. Multi-model support (GPT-4o, Claude, Gemini), open-source MCP server.
• Berrry — Twitter app generator that transforms social media posts into functional web applications. Turn tweets and Reddit content into complete apps with unique subdomains.
• Blank Space — Open-source AI app builder for creating web applications using natural language. Self-hostable alternative to v0, Lovable, and Bolt.
• Fastshot — AI driven no-code platform for building and deploying mobile apps.
• ai-vertical-saas-gen — CLI that generates complete vertical SaaS apps (Next.js 14 + Supabase) with industry-specific data models for 20+ niches. Zero dependencies, offline, outputs 20 deployable files in one command.

Usage Analytics & Cost Tracking

Tools for monitoring token usage and API costs across AI providers:

• Tokscale — CLI tool for tracking token usage from AI coding agents (OpenCode, Claude Code, OpenClaw, Codex, Gemini CLI, Cursor IDE, AmpCode, Factory Droid) with a global leaderboard and 2D/3D contribution graphs.
• BurnRate - Local-first AI coding cost analytics. Tracks Claude Code, Cursor, Codex, Copilot, Windsurf, Cline, and Aider. Cost breakdowns, 23 optimization rules, rate limit monitoring, provider comparison, and PDF reports.
• Code Insights — Local-first CLI and dashboard for analyzing AI coding sessions from Claude Code, Cursor, Codex CLI, Copilot CLI, and VS Code Copilot Chat. SQLite-backed with terminal analytics, browser dashboard, and LLM-powered insights.
• agenttrace — Local-first TUI observability for AI coding agents. Tracks cost, tokens, tool failures, anomalies, health, and CI gates across Claude Code, Codex CLI, Gemini CLI, Aider, and Cursor exports.
• onWatch — Open-source Go CLI that tracks AI API quota usage across 7 providers (Anthropic, OpenAI Codex, GitHub Copilot, Synthetic, Z.ai, MiniMax, Antigravity). Background daemon with Material Design 3 web dashboard, ~15MB binary, <50MB RAM, zero telemetry.
• claude-lens — Lightweight Bash + jq statusline for Claude Code with rate limit pace tracking. Compares burn rate to time remaining in 5h/7d windows, showing whether usage is ahead or behind sustainable pace. Single file, zero dependencies beyond jq.
• cc-tempo — Claude Code statusline that parses transcript JSONL for active work time (excludes idle and interactive-tool waits), SubAgent speedup ratio, /clear-resilient PID timer, code-churn sparkline with trend arrow, and multi-instance detection. Bash + TypeScript CLI, MIT.
• ai-coding-tools-pricing — Open JSON dataset of pricing for 8 AI coding tools (Copilot, Cursor, Claude Code, Windsurf, etc.). 30+ tiers, TypeScript types, JSON Schema. CC-BY-4.0. Updated monthly.
• CodeCosts — Interactive cost calculator and comparison tool for AI coding tools. Uses the ai-coding-tools-pricing dataset to help developers pick the right plan.
• CostPilot — Free web-based Claude Code cost analyzer. Parses JSONL usage logs to show per-session token breakdown, cost tracking, and waste detection. Client-side processing, no data uploaded.
• WhereMyTokens — Windows system tray app for monitoring Claude Code token usage in real time. Displays per-session token counts, costs, context window usage, and tool call breakdowns; fetches 5h/1w rate-limit data from the Anthropic API with optional statusLine bridge integration for live data without polling.
• aicost — Universal AI coding cost analyzer CLI. Scans Claude Code, Cursor, and GitHub Copilot usage with cache-aware pricing, HTML dashboard, and cost alerting. No API key required.
• CostGoat — Privacy-first menubar app for tracking AI agent quotas (Claude Code, Codex, Kimi, Z.ai) and LLM API costs (OpenAI, OpenRouter, Anthropic, ElevenLabs) in real-time. Also covers cloud spend and SaaS subscriptions.
• TokenWise — Measurement-driven model router for Claude Code. Auto-routes subtasks across Haiku/Sonnet/Opus based on task class, logs every routed task with verified $ saved to a local NDJSON, and includes an A/B test subcommand to validate cheaper tiers before trusting routing. MIT, zero telemetry, Anthropic-only.

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Development Environments

Configuration & Context Management

Tools that manage and sync AI agent configurations, rules, and context across editors:

• Context7 — Documentation platform that provides up-to-date, version-specific documentation and code examples for any library directly into Cursor, Claude Code, Windsurf, and other AI coding tools.
• ctxlint — Open-source linter for AI context files (CLAUDE.md, .cursorrules, copilot-instructions.md) that catches stale paths, wrong commands, and token waste by validating against the real codebase.
• Entroly - Open-source context optimization engine that cuts AI token costs by 70-95%. Uses submodular knapsack selection and PRISM reinforcement learning to provide the exact context needed to 65+ supported AI coding agents. Features a built-in MCP server, semantic caching, and SimHash deduplication. Apache-2.0.
• lean-ctx — Open-source context runtime for AI coding agents. MCP server (optional shell hook) that compresses file reads, shell output, and codebase search to reduce token usage, often 60–99% on supported workflows. 46 tools, session caching, AST-aware compression for 18 languages, 90+ shell patterns. Apache-2.0.
• Caliber — Open-source CLI that scans your codebase and generates AI agent configs (CLAUDE.md, .cursorrules, skills, MCPs) for Claude Code, Cursor, and Codex. Scores your setup 0-100 and recommends MCP servers.
• claude-snapshot — Export your entire Claude Code setup (settings, plugins, hooks, CLAUDE.md, MCP configs) as a portable .tar.gz. Diff before applying, restore on another machine in under 2 minutes. No network, no daemon, .bak safety on every overwrite. Node.js 18+, macOS + Linux. Install: /plugin marketplace add adhenawer/claude-snapshot
• claude-overlay — CLI for managing Claude Code project configs across custom providers (Databricks, Bedrock, OpenRouter, LiteLLM, Cloudflare). Handles overlay merge/remove, web search MCP setup, and multi-provider switching.
• LynxPrompt — Self-hostable platform for managing AI IDE configuration files. Generates, syncs, and shares configs (.cursorrules, CLAUDE.md, copilot-instructions.md, etc.) across 30+ AI coding assistants via web UI, REST API, CLI, and federated blueprint marketplace.
• Conduit8 — CLI registry for discovering, installing, and managing Claude Code skills. Search 20+ curated skills by keyword or category, install directly to ~/.claude/skills/ with one command.
• TokRepo — Cross-agent registry and CLI for discovering and installing 220+ AI assets including skills, prompts, MCP configs, and workflows.
• Domscribe — Pixel-to-code bridge that captures runtime context (props, state, source location) from running web apps and exposes it to AI coding agents via MCP.
• faf-cli — Foundational AI-context format. Generates persistent project DNA (.faf files) that give any AI instant, structured context. IANA-registered (application/vnd.faf+yaml). Works with Claude, Gemini, Grok, Cursor, and Windsurf.
• ContextMCP — Self-hosted semantic search across documentation from various sources for AI agents.
• AgentsKB — Knowledge base with 39K+ researched technical Q&As accessible via MCP server, REST API, or web search. Integrates with Claude Code, Cursor, and Cline.
• Not Human Search — Search engine for the agentic web. Indexes 2,000+ agent-ready sites ranked 0–100 on agentic readiness (llms.txt, OpenAPI, MCP, ai-plugin.json, structured API). Itself an MCP server with 8 tools (search_agents, verify_mcp, list_categories, get_top_sites, etc.). One-line install: curl -fsSL https://nothumansearch.ai/install | sh. Free, no auth, open data.
• CLIRank — Independent scorecard ranking 416+ APIs across 48 categories by how well they work with AI coding agents (Claude Code, Cursor, Codex, Cline, Aider). 8-signal rubric (SDK, env auth, headless, JSON, CLI, rate limits, machine-readable pricing, curl docs). Public REST API at /api/apis, MCP server (npx clirank-mcp-server), per-API score pages, head-to-head comparisons. Free, no auth, open data.
• Zenable — AI guardrails that learn your team's standards and enforce them on coding agents.
• pi-steering-hooks — Deterministic before-tool-call guardrails for the pi coding agent. Enforces rules (no force push, conventional commits, etc.) via regex pattern matching on tool inputs — zero tokens, 100% reliable. Custom rules via JSON config with override escape hatch.
• Spartan AI Toolkit — Engineering discipline layer for AI coding agents. 67 slash commands with quality gates enforce TDD, code review, and atomic commits. Configurable rules for any stack. Works with Claude Code, Codex, Cursor, Windsurf, Copilot.
• Nex — Organizational context and memory for AI agents. Connects email, Slack, CRM, and 100+ tools into one knowledge graph with a 60-tool MCP server and persistent memory across agent sessions.
• Agentify — CLI tool that transforms any OpenAPI spec into 9 agent interface formats (MCP server, AGENTS.md, CLAUDE.md, .cursorrules, Skills, llms.txt, GEMINI.md, A2A Card, CLI) with a single command. Tiered generation strategies for small to large APIs.
• ContextKit — Free web-based generator for AI coding config files. Creates CLAUDE.md, .cursorrules, codex.md, and GEMINI.md from a single form with framework-specific rules. Client-side, no data sent to servers.
• skill-optimizer — CLI that benchmarks SDK, CLI, and MCP guidance docs (SKILL.md) against multiple LLMs and runs an iterative optimizer to rewrite them until every configured model meets a score floor.
• KubeStellar Console kc-agent — MCP server that bridges AI coding agents (Claude Code, Copilot, Codex) to multi-cluster Kubernetes APIs. Enables natural language queries across clusters, workload placement, policy enforcement, and real-time observability. CNCF Sandbox project.
• SwarmVault - Local-first RAG knowledge vault and MCP server. Compiles raw sources (books, notes, transcripts, exports, datasets, slide decks, files, URLs, code) into a durable markdown wiki with a knowledge graph and a hybrid SQLite FTS plus embeddings index. The bundled MCP server (npx -y @swarmvaultai/cli mcp) gives Claude Code, Codex, OpenCode, and any MCP client page search, page reads, source listing, query, ingest, compile, and lint tools. MIT.
• claude-code-pro-pack — Drop-in 12-rule CLAUDE.md + AGENTS.md baseline that closes common agent-orchestration failures (token spirals, silent partial failures, two-pattern pollution). Includes PRD generator prompt, browser-skill-graduation workflow, and 5 example skills. ~700 tokens total, MIT.
• cc-audit — Single-file Python linter that scores any CLAUDE.md / AGENTS.md against a 12-rule baseline. Flags leaked secrets (GitHub PATs, AWS keys, PayPal links), the 200-line compliance cliff, and missing project-specifics sections. Zero dependencies, JSON output for CI, MIT.
• GAAI Framework — Drop-in governance layer for AI coding tools. Backlog-first delivery, cross-session memory, decision tracking, QA gates, and autonomous delivery daemon. Works with Claude Code, Cursor, Codex CLI, Gemini CLI, Windsurf. Markdown + YAML + bash, zero dependencies.

CLI Utilities

Lightweight command-line tools for AI-assisted commits, shell translation, and workflow automation:

• gptcomet — CLI tool to help you generate commit message and review changes. Supports multiple providers and languages.
• Baz CLI - CLI for AI assisted code review, with access to the actual code, diff etc.
• models — A TUI for browsing AI models, benchmarks from Artificial Analysis, and coding agents with GitHub integration. Built with Rust and Ratatui.
• Jctx — Python CLI that extracts structured, architecture-aware context from Python, Kotlin, and Java codebases for LLMs. Features internal dependency mapping and token estimation.
• CCG Workflow — Multi-model collaboration system for Claude Code. Orchestrates Claude + Codex + Gemini with 28 slash commands, smart routing (Gemini for frontend, Codex for backend), Agent Teams for parallel development, and 6 built-in quality gate skills. One-command install via npx.
• Butterfish — CLI tool that embeds ChatGPT in your shell for easy access. Includes simple agentic capabilities.
• TmuxAI - AI-powered, non-intrusive terminal assistant.
• IWE — Markdown knowledge graph with CLI that gives AI agents structured access to your knowledge base — no vector database required.
• Hermes IDE — AI-powered shell wrapper for zsh, bash, and fish that adds ghost-text completions, autonomous task execution, full git management with worktrees, and multi-project sessions. Free and open source.
• codesight — CLI token optimizer and AI context generator. Scans codebases to extract routes, schema, components, and dependencies for Claude Code, Cursor, Copilot, Codex, and Windsurf. 9x–13x token reduction, built-in MCP server, zero runtime dependencies.
• CLIRank — API directory scoring 387 APIs on agent-friendliness across 11 signals. Available as an MCP server (clirank-mcp-server) and REST API.
• prpack — Zero-dep CLI that packs a pull request (diff + commits + full post-change file contents) into one markdown file optimized for LLM code review. Drop the file into Claude / Cursor / your model. MIT.
• Marmot — Shell-native CLI that gives agents one command shape for AI, web search, scraping, and data enrichment across many providers. Designed for Claude Code, Codex, OpenCode, and similar harnesses; composes via shell pipes.
• ORCH — CLI runtime that coordinates Claude Code, OpenCode, Codex, and Cursor as a typed AI team. State machine (todo→review→done), auto-retry, inter-agent messaging, TUI dashboard.
• Octomind — Session-based AI development assistant with MCP support, 7 LLM providers, and extensible architecture. Features plan-first workflow, semantic code search, and persistent memory.

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IDE Extensions

Plugins that add AI-powered completion, chat, and refactoring to existing code editors:

• GitHub Copilot — A VS Code extension with chat, pull request text generation, and unit test generation.
• Cline — Autonomous coding agent for VS Code that can create/edit files, execute commands, and use the browser with user permission. Supports multiple AI providers including OpenRouter, Anthropic, OpenAI, Google Gemini, AWS Bedrock, Azure, and GCP Vertex.
• Continue — VS Code extension with chat, refactor, and code generation. Edits multiple files and runs commands on your behalf.
• Tabnine — Open source, self-hosted code completion assistant. Extensions for 15 editors including VS Code, IntelliJ, Neovim, Eclipse, and PyCharm.
• Supermaven — VS Code extension for autocomplete with 300,000-token context window.
• Amazon Q Developer — AI coding assistant for VS Code and JetBrains with code review, documentation, test generation, and Java upgrades. Formerly Amazon CodeWhisperer.
• JetBrains AI — AI assistant available in all JetBrains IDEs.
• Refact AI — Open source assistant with chat, completion, refactoring, and codebase-specific fine-tuning. Extensions for VS Code and JetBrains.
• Tabby — Open source, self-hosted code completion assistant. Extensions for VS Code and Vim.
• Blackbox AI — VS Code extension with autocomplete and chat including links to online coding references.
• CodeGeeX — Open source assistant based on the CodeGeeX LLM with chat, completion, and refactoring. Extensions for 9 editors including VS Code, and PyCharm.
• Quack AI — VS Code extension for adhering to project coding guidelines.
• CodeMate — VS Code extension for debugging and optimizing code.
• AskCodi — AI coding assistant with extensions for VS Code, JetBrains and Sublime Text.
• dbForge AI Assistant - AI-powered tool for SQL code generation and optimization, integrated into dbForge solutions.
• GoCodeo — AI agent for VS Code that builds and deploys full-stack apps with Vercel and Supabase integration.
• Ptah — Multi-provider AI coding orchestra for VS Code that connects to OpenRouter (200+ models), Kimi, GLM, Copilot, Gemini, and Codex from one interface. Features CLI agent orchestration, a built-in MCP server, plugin ecosystem, and workspace intelligence. Open source (FSL-1.1-MIT).
• aiXcoder — Local or cloud-based assistant with extensions for IntelliJ IDEA, CLion, GoLand, PyCharm, WebStorm, Visual Studio Code, and Eclipse.
• Sourcery — AI assistant and linter with a reference of 160 Python best practices and 40+ JS/TS best practices. Extensions for VS Code, PyCharm, Vim and Sublime.
• Swimm — Assistant for contextual code understanding using static analysis and AI-generated documentation. VS Code, JetBrains, IntelliJ, WebStorm, Rider, PhpStorm, Android Studio, PyCharm.
• Android Studio Bot — AI coding assistant integrated in Android Studio for code generation, resource discovery, and best practices.
• IBM watsonx Code Assistant for Z — AI-powered mainframe modernization tool with COBOL to Java conversion, code refactoring, and application discovery.
• EasyCode — VS Code extension with GPT-4 chat.
• Kilo Code - Open Source AI coding assistant for planning, building, and fixing code inside VS Code.
• FlyonUI MCP — MCP server for generating Tailwind CSS components, blocks, and pages using FlyonUI.
• Traycer - Plan-First Coding Assistant in VS Code.
• shadcn/studio MCP — MCP server for generating shadcn/ui components, blocks, and pages.
• onUI — Open-source browser extension and MCP server for annotation-first UI pair programming with AI agents. Annotate any webpage and bridge UI context to Claude Code, Cursor, Windsurf, or Copilot.
• Sweep — AI coding plugin for JetBrains IDEs with autocomplete, codebase indexing, and context-aware suggestions. Uses proprietary LLMs with zero data retention.
• Antigravity Link — VS Code extension that bridges mobile devices to Google's Antigravity IDE. Mirror active AI chat sessions on your phone, send messages, upload files, stop AI generation, and automate workflows via a local HTTP API or 9 MCP tools. Listed in the official MCP Registry.
• Shadcn Space MCP — Connect Cursor, Claude Code, Antigravity, VS Code, and other AI tools to the Shadcn Space component registry.
• Blueprint — Open-source planning copilot for coding agents. Asks multiple-choice questions about your task, then generates a markdown plan any coding agent can execute. Extensions for VS Code, Cursor, and Windsurf.

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Automated Workflows