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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -22,7 +22,7 @@ The coding agent ecosystem is fragmenting fast. Developers need a single source

| 📊 | The Landscape |
|----|--------------|
| **10+ agents** | AdaL CLI · Claude Code · Cursor · Copilot · Codex · Gemini CLI · Devin · Windsurf · Amp |
| **10+ agents** | AdaL CLI · Claude Code · Cursor · Copilot · Codex · Antigravity CLI · Devin · Windsurf · Amp |
| **5+ formats** | AGENTS.md · CLAUDE.md · .cursorrules · copilot-instructions.md · SKILL.md |
| **2 protocols** | MCP (Model Context Protocol) · ACP (Agent Client Protocol) |
| **8+ SDKs** | AdalFlow · LangGraph · OpenAI Agents SDK · CrewAI · Pydantic AI · Smolagents · Strands Agents |
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6 changes: 3 additions & 3 deletions docs/landscape.md
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Expand Up @@ -26,7 +26,7 @@ The AI coding agent ecosystem in early 2026 consists of **10+ major agents**, **

| Agent | Company | Type | Pricing | Protocol | Config Format | Key Strength |
|-------|---------|------|---------|----------|--------------|-------------|
| [Gemini CLI](https://github.com/google-gemini/gemini-cli) | Google | Terminal agent | Free tier | MCP | AGENTS.md | Google ecosystem, free tier |
| [Antigravity CLI](/agents/antigravity-cli/) | Google | Terminal agent | Free tier | MCP | AGENTS.md | Google ecosystem, free tier |
| [Windsurf](https://windsurf.com) | Cognition | IDE | $15/mo+ | Custom | AGENTS.md | Cascade flow, context engine |
| [Amp](https://amp.dev) | Sourcegraph | Terminal + Web | Usage-based | ACP | AGENTS.md | Codebase search, ACP native |
| [Devin](https://devin.ai) | Cognition | Autonomous agent | Enterprise | Custom | AGENTS.md | Full autonomy, browser use |
Expand All @@ -51,7 +51,7 @@ The AI coding agent ecosystem in early 2026 consists of **10+ major agents**, **
- **Owner**: OpenAI → Agentic AI Foundation (Linux Foundation)
- **Adoption**: 60,000+ open-source repositories
- **Purpose**: Universal agent instructions — build commands, test workflows, coding conventions
- **Supported by**: Claude Code, Cursor, Copilot, Codex, Gemini CLI, Devin, Windsurf, Amp, AdaL, Factory, Cline, Roo Code
- **Supported by**: Claude Code, Cursor, Copilot, Codex, Antigravity CLI, Devin, Windsurf, Amp, AdaL, Factory, Cline, Roo Code
- **Website**: [agents.md](https://agents.md)
- **Spec**: Standard Markdown, no proprietary syntax
- **Key feature**: Nested files for monorepos
Expand Down Expand Up @@ -111,7 +111,7 @@ The AI coding agent ecosystem in early 2026 consists of **10+ major agents**, **

- **Owner**: Anthropic
- **Purpose**: Standardized protocol for connecting AI models to external tools and data sources
- **Adoption**: Claude Code, Cursor, Gemini CLI, AdaL CLI, Cline, Roo Code, and more
- **Adoption**: Claude Code, Cursor, Antigravity CLI, AdaL CLI, Cline, Roo Code, and more
- **Key feature**: Tool servers that any MCP-compatible client can use
- **Analogy**: "USB-C for AI" — one protocol, many tools
- **Website**: [modelcontextprotocol.io](https://modelcontextprotocol.io)
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4 changes: 2 additions & 2 deletions docs/plan.md
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Expand Up @@ -29,7 +29,7 @@ graph TB
CU[Cursor]
CP[GitHub Copilot]
CX[OpenAI Codex]
GC[Gemini CLI]
GC[Antigravity CLI]
DV[Devin]
WS[Windsurf]
AM[Amp]
Expand Down Expand Up @@ -201,7 +201,7 @@ graph LR
- [ ] Launch "Submit Your Agent" feature
- [ ] Publish first benchmark results
- [ ] Start GitHub discussions for community contributions
- [ ] Write 10 more agent profiles (Gemini CLI, Devin, Windsurf, Amp, etc.)
- [ ] Write 10 more agent profiles (Antigravity CLI, Devin, Windsurf, Amp, etc.)

**Month 3: Growth**
- [ ] Launch skill/tool review system
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45 changes: 45 additions & 0 deletions src/content/docs/agents/antigravity-cli.md
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@@ -0,0 +1,45 @@
---
title: Antigravity CLI
description: "Google's new terminal agent in replacement of Gemini CLI"
---

## Overview

| | |
| ------------------ | ------------------------------------------------------------------------------------------------------------------------------ |
| **Company** | Google |
| **Type** | Terminal agent |
| **Pricing** | Generous free tier with Gemini 3.5 Flash, Gemini 3.1 Pro, Gemini 3 Flash, Claude Sonnet 4.6, Claude Opus 4.6, and gpt-oss-120b |
| **Protocol** | MCP |
| **Config Formats** | GEMINI.md, AGENTS.md |
| **Website** | [google-antigravity/antigravity-cli](https://antigravity.google/product/antigravity-cli) |

## What It Does

Antigravity CLI is a new terminal-based coding agent that replaces Gemini CLI. It offers a generous free tier, access to multiple models, and support for subagents, MCP, and Skills.

## Key Strengths

- **Free tier**: Generous free tier with access to Gemini 3.5 Flash, Gemini 3.1 Pro, Gemini 3 Flash, Claude Sonnet 4.6, Claude Opus 4.6, and gpt-oss-120b
- **MCP support**: Connect external tools
- **Google ecosystem**: Integrates with Google Cloud services
- **Large context**: Antigravity's 1M+ token context window

## Best For

- Developers wanting a free terminal agent
- Google Cloud projects
- Tasks requiring very large context windows

## Some useful Commands

| Command | Description |
| -------------- | ------------------------------------------------------------------------------------------ |
| `/goal` | Run until the specified task is completely finished, without asking for intermediate input |
| `/mcp` | Manage and list connected MCP servers |
| `/tools` | View available built-in and external tools |
| `/memory` | Inspect the agent's current conversation memory |
| `/btw <query>` | Ask a side question in the background without interrupting the main conversation |
| `/config` | Configure models and preview features |

---
45 changes: 0 additions & 45 deletions src/content/docs/agents/gemini-cli.md

This file was deleted.

4 changes: 2 additions & 2 deletions src/content/docs/benchmarks/models-for-coding.md
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Expand Up @@ -62,15 +62,15 @@ The AI coding landscape moves fast. This page tracks which models perform best f
- **Context window**: 1M tokens
- **Strengths**: Remarkably strong for a "Flash" model — actually outperforms Gemini 3 Pro on coding benchmarks. Massive context window ideal for large monorepos. Excellent speed-to-quality ratio. Best value frontier model for coding.
- **Weaknesses**: Less refined tool-use than Claude. Some reports of inconsistency on very long sessions.
- **Best agents**: Gemini CLI, Cursor (as alternative model)
- **Best agents**: Antigravity CLI, Cursor (as alternative model)
- **Pricing**: ~$0.15 / $0.60 per 1M tokens (input/output)

#### Gemini 3 Pro (Google)
- **SWE-bench Verified**: ~75% · [source](https://www.vellum.ai/blog/google-gemini-3-benchmarks)
- **Context window**: 1M tokens
- **Strengths**: Strong multimodal capabilities. 1M context for massive codebases. Good at reasoning through complex problems.
- **Weaknesses**: Surprisingly outperformed by Flash on coding. Reports of memory issues and code deletion in long sessions. [source](https://vertu.com/lifestyle/gemini-3-flash-outperforms-pro-in-coding-while-pro-suffers-critical-memory-issues/)
- **Best agents**: Gemini CLI
- **Best agents**: Antigravity CLI
- **Pricing**: $1.25 / $10 per 1M tokens (input/output)

#### Claude Sonnet 4.5 (Anthropic)
Expand Down
47 changes: 23 additions & 24 deletions src/content/docs/formats/agents-md.md
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@@ -1,6 +1,6 @@
---
title: "AGENTS.md"
description: "The universal open format for guiding AI coding agents used by 60K+ repos"
description: "The universal open format for guiding AI coding agents - used by 60K+ repos"
sidebar:
badge:
text: Standard
Expand All @@ -9,7 +9,7 @@ sidebar:

## What is AGENTS.md?

AGENTS.md is a simple, open format for guiding AI coding agents. Think of it as a **README for agents** a dedicated place in your repo to provide context and instructions that help AI coding agents work effectively on your project.
AGENTS.md is a simple, open format for guiding AI coding agents. Think of it as a **README for agents** - a dedicated place in your repo to provide context and instructions that help AI coding agents work effectively on your project.

**Adoption**: 60,000+ open-source repositories
**Stewarded by**: Agentic AI Foundation (Linux Foundation)
Expand All @@ -27,18 +27,18 @@ Your README.md is for humans. AGENTS.md is for AI agents. It tells them:

| Agent | Reads AGENTS.md |
|-------|:---:|
| [Claude Code](/agents/claude-code/) | |
| [Cursor](/agents/cursor/) | |
| [GitHub Copilot](/agents/github-copilot/) | |
| [OpenAI Codex](/agents/openai-codex/) | |
| [Gemini CLI](/agents/gemini-cli/) | |
| [Devin](/agents/devin/) | |
| [Windsurf](/agents/windsurf/) | |
| [Amp](/agents/amp/) | |
| [AdaL CLI](/agents/adal/) | |
| Factory.ai | |
| [Cline](/agents/cline/) | |
| Roo Code | |
| [Claude Code](/agents/claude-code/) | Yes |
| [Cursor](/agents/cursor/) | Yes |
| [GitHub Copilot](/agents/github-copilot/) | Yes |
| [OpenAI Codex](/agents/openai-codex/) | Yes |
| [Antigravity CLI](/agents/antigravity-cli/) | Yes |
| [Devin](/agents/devin/) | Yes |
| [Windsurf](/agents/windsurf/) | Yes |
| [Amp](/agents/amp/) | Yes |
| [AdaL CLI](/agents/adal/) | Yes |
| Factory.ai | Yes |
| [Cline](/agents/cline/) | Yes |
| Roo Code | Yes |

## How to Write One

Expand All @@ -60,9 +60,9 @@ Create an `AGENTS.md` file in your project root:
- Use Zod for runtime validation

## Architecture
- `/src/components/` React components
- `/src/lib/` Utility functions
- `/src/api/` API routes
- `/src/components/` - React components
- `/src/lib/` - Utility functions
- `/src/api/` - API routes
```

## Advanced: Nested Files
Expand All @@ -71,23 +71,22 @@ For monorepos, place AGENTS.md files in subdirectories:

```
my-monorepo/
├── AGENTS.md Root-level instructions
├── AGENTS.md <- Root-level instructions
├── packages/
│ ├── frontend/
│ │ └── AGENTS.md Frontend-specific
│ │ └── AGENTS.md <- Frontend-specific
│ └── backend/
│ └── AGENTS.md Backend-specific
│ └── AGENTS.md <- Backend-specific
```

## vs Other Formats

| Feature | AGENTS.md | CLAUDE.md | .cursorrules |
|---------|:---------:|:---------:|:------------:|
| Universal | | | |
| Foundation-backed | | | |
| Nested support | | | |
| Universal | Yes | No | No |
| Foundation-backed | Yes | No | No |
| Nested support | Yes | Yes | Yes |

**Recommendation**: Use AGENTS.md as your base, then add agent-specific files for fine-tuning.

---

2 changes: 1 addition & 1 deletion src/content/docs/index.mdx
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Expand Up @@ -24,7 +24,7 @@ import LogoMarquee from "../../../src/components/LogoMarquee.astro";
<CardGrid>
<LinkCard
title="10+ Coding Agents"
description="AdaL CLI · Amp · Claude Code · Codex · Copilot · Cursor · Devin · Gemini CLI · Windsurf"
description="AdaL CLI · Amp · Claude Code · Codex · Copilot · Cursor · Devin · Antigravity CLI · Windsurf"
href="/agents/adal/"
/>
<LinkCard
Expand Down
4 changes: 2 additions & 2 deletions src/content/docs/landscape.mdx
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Expand Up @@ -22,7 +22,7 @@ The AI coding agent ecosystem in early 2026 consists of **10+ major agents**, **

| Agent | Company | Type | Protocol | Config Format |
|-------|---------|------|----------|--------------|
| [Gemini CLI](/agents/gemini-cli/) | Google | Terminal | MCP | AGENTS.md |
| [Antigravity CLI](/agents/antigravity-cli/) | Google | Terminal | MCP | AGENTS.md |
| [Windsurf](/agents/windsurf/) | Cognition | IDE | Custom | AGENTS.md |
| [Amp](/agents/amp/) | Sourcegraph | Terminal + Web | ACP | AGENTS.md |
| [Devin](/agents/devin/) | Cognition | Autonomous | Custom | AGENTS.md |
Expand Down Expand Up @@ -51,7 +51,7 @@ The AI coding agent ecosystem in early 2026 consists of **10+ major agents**, **
<Card title="MCP — Model Context Protocol" icon="random">
**By Anthropic** — Connects AI models to external tools and data. The "USB-C for AI."

Adopted by: Claude Code, Cursor, Gemini CLI, AdaL CLI, Cline
Adopted by: Claude Code, Cursor, Antigravity CLI, AdaL CLI, Cline

[Learn more →](/protocols/mcp/)
</Card>
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37 changes: 18 additions & 19 deletions src/content/docs/protocols/mcp.md
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@@ -1,23 +1,23 @@
---
title: "MCP Model Context Protocol"
title: "MCP - Model Context Protocol"
description: "Anthropic's open protocol for connecting AI models to external tools and data sources"
---

## What is MCP?

The **Model Context Protocol (MCP)** is an open standard by Anthropic for connecting AI models to external tools, data sources, and services. Think of it as **"USB-C for AI"** one protocol that lets any AI model connect to any tool.
The **Model Context Protocol (MCP)** is an open standard by Anthropic for connecting AI models to external tools, data sources, and services. Think of it as **"USB-C for AI"** - one protocol that lets any AI model connect to any tool.

**Owner**: Anthropic
**Website**: [modelcontextprotocol.io](https://modelcontextprotocol.io)

## How It Works

```
AI Agent (Client) ←→ MCP Protocol ←→ MCP Server (Tool)
AI Agent (Client) <-> MCP Protocol <-> MCP Server (Tool)
Claude Code JSON-RPC File system
Cursor Database
AdaL CLI API
Gemini CLI Browser
Antigravity CLI Browser
```

MCP servers expose **tools** (functions the agent can call), **resources** (data the agent can read), and **prompts** (templates for common tasks).
Expand All @@ -26,31 +26,30 @@ MCP servers expose **tools** (functions the agent can call), **resources** (data

| Agent | MCP Support |
|-------|:-----------:|
| [Claude Code](/agents/claude-code/) | Native |
| [Cursor](/agents/cursor/) | |
| [Gemini CLI](/agents/gemini-cli/) | |
| [AdaL CLI](/agents/adal/) | |
| [Cline](/agents/cline/) | |
| Roo Code | |
| [Windsurf](/agents/windsurf/) | |
| [Claude Code](/agents/claude-code/) | Yes, Native |
| [Cursor](/agents/cursor/) | Yes |
| [Antigravity CLI](/agents/antigravity-cli/) | Yes |
| [AdaL CLI](/agents/adal/) | Yes |
| [Cline](/agents/cline/) | Yes |
| Roo Code | Yes |
| [Windsurf](/agents/windsurf/) | Yes |

## Popular MCP Servers

- **Filesystem** Read/write local files
- **GitHub** Manage repos, issues, PRs
- **PostgreSQL** Query databases
- **Brave Search** Web search
- **Puppeteer** Browser automation
- **Filesystem** - Read/write local files
- **GitHub** - Manage repos, issues, PRs
- **PostgreSQL** - Query databases
- **Brave Search** - Web search
- **Puppeteer** - Browser automation

## MCP vs ACP

| | MCP | ACP |
|---|---|---|
| **Connects** | Model Tools | Agent Editor |
| **Connects** | Model <-> Tools | Agent <-> Editor |
| **Purpose** | Give models access to external capabilities | Let agents work in any IDE |
| **Analogy** | USB-C (one plug, many devices) | App Store (one agent, many editors) |

They're complementary not competing. See [ACP protocol guide](/protocols/acp/) for more details.
They're complementary - not competing. See [ACP protocol guide](/protocols/acp/) for more details.

---