chore: sync repo state [ci skip]

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@@ -1,7 +1,7 @@
{
"name": "antigravity-awesome-skills",
"version": "9.7.0",
"description": "Plugin-safe Claude Code distribution of Antigravity Awesome Skills with 1,362 supported skills.",
"description": "Plugin-safe Claude Code distribution of Antigravity Awesome Skills with 1,363 supported skills.",
"author": {
"name": "sickn33 and contributors",
"url": "https://github.com/sickn33/antigravity-awesome-skills"

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@@ -2,7 +2,7 @@
Generated at: 2026-02-08T00:00:00.000Z
Total skills: 1376
Total skills: 1377
## architecture (88)
@@ -177,7 +177,7 @@ Total skills: 1376
| `warren-buffett` | Agente que simula Warren Buffett — o maior investidor do seculo XX e XXI, CEO da Berkshire Hathaway, discipulo de Benjamin Graham e socio intelectual de Char... | persona, investing, value-investing, business | persona, investing, value-investing, business, warren, buffett, agente, que, simula, maior, investidor, do |
| `whatsapp-automation` | Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for c... | whatsapp | whatsapp, automation, automate, business, tasks, via, rube, mcp, composio, send, messages, upload |
## data-ai (256)
## data-ai (257)
| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
@@ -325,6 +325,7 @@ Total skills: 1376
| `gdb-cli` | GDB debugging assistant for AI agents - analyze core dumps, debug live processes, investigate crashes and deadlocks with source code correlation | debugging, gdb, core-dump, crash-analysis, c++, c | debugging, gdb, core-dump, crash-analysis, c++, c, cli, assistant, ai, agents, analyze, core |
| `gemini-api-dev` | The Gemini API provides access to Google's most advanced AI models. Key capabilities include: | gemini, api, dev | gemini, api, dev, provides, access, google, most, ai, models, key, capabilities, include |
| `geo-fundamentals` | Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity). | geo, fundamentals | geo, fundamentals, generative, engine, optimization, ai, search, engines, chatgpt, claude, perplexity |
| `global-chat-agent-discovery` | Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server. | mcp, ai-agents, agent-discovery, agents-txt, a2a, developer-tools | mcp, ai-agents, agent-discovery, agents-txt, a2a, developer-tools, global, chat, agent, discovery, discover, search |
| `google-analytics-automation` | Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for cu... | google, analytics | google, analytics, automation, automate, tasks, via, rube, mcp, composio, run, reports, list |
| `googlesheets-automation` | Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting,... | googlesheets | googlesheets, automation, automate, google, sheets, operations, read, write, format, filter, spreadsheets, via |
| `hosted-agents-v2-py` | Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry. | hosted, agents, v2, py | hosted, agents, v2, py, azure, ai, sdk, imagebasedhostedagentdefinition, creating, container, foundry |

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@@ -1,13 +1,13 @@
<!-- registry-sync: version=9.7.0; skills=1376; stars=30840; updated_at=2026-04-05T19:28:04+00:00 -->
# 🌌 Antigravity Awesome Skills: 1,376+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
<!-- registry-sync: version=9.7.0; skills=1377; stars=30840; updated_at=2026-04-05T19:28:04+00:00 -->
# 🌌 Antigravity Awesome Skills: 1,377+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
> **Installable GitHub library of 1,376+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and other AI coding assistants.**
> **Installable GitHub library of 1,377+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and other AI coding assistants.**
Antigravity Awesome Skills is an installable GitHub library and npm installer for reusable `SKILL.md` playbooks. It is designed for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, Kiro, OpenCode, GitHub Copilot, and other AI coding assistants that benefit from structured operating instructions. Instead of collecting one-off prompt snippets, this repository gives you a searchable, installable catalog of skills, bundles, workflows, plugin-safe distributions, and practical docs that help agents perform recurring tasks with better context, stronger constraints, and clearer outputs.
You can use this repo to install a broad multi-tool skill library, start from role-based bundles, or jump into workflow-driven execution for planning, coding, debugging, testing, security review, infrastructure, product work, and growth tasks. The root README is intentionally a high-signal landing page: understand what the project is, install it quickly, choose the right tool path, and then follow deeper docs only when you need them.
**Start here:** [Star the repo](https://github.com/sickn33/antigravity-awesome-skills/stargazers) · [Install in 1 minute](#installation) · [Choose your tool](#choose-your-tool) · [Best skills by tool](#best-skills-by-tool) · [📚 Browse 1,376+ Skills](#browse-1376-skills) · [Bundles](docs/users/bundles.md) · [Workflows](docs/users/workflows.md) · [Plugins for Claude Code and Codex](docs/users/plugins.md)
**Start here:** [Star the repo](https://github.com/sickn33/antigravity-awesome-skills/stargazers) · [Install in 1 minute](#installation) · [Choose your tool](#choose-your-tool) · [Best skills by tool](#best-skills-by-tool) · [📚 Browse 1,377+ Skills](#browse-1377-skills) · [Bundles](docs/users/bundles.md) · [Workflows](docs/users/workflows.md) · [Plugins for Claude Code and Codex](docs/users/plugins.md)
[![GitHub stars](https://img.shields.io/badge/⭐%2031%2C000%2B%20Stars-gold?style=for-the-badge)](https://github.com/sickn33/antigravity-awesome-skills/stargazers)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
@@ -28,7 +28,7 @@ You can use this repo to install a broad multi-tool skill library, start from ro
- **Installable, not just inspirational**: use `npx antigravity-awesome-skills` to put skills where your tool expects them.
- **Built for major agent workflows**: Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, Kiro, OpenCode, Copilot, and more.
- **Broad coverage with real utility**: 1,376+ skills across development, testing, security, infrastructure, product, and marketing.
- **Broad coverage with real utility**: 1,377+ skills across development, testing, security, infrastructure, product, and marketing.
- **Faster onboarding**: bundles and workflows reduce the time from "I found this repo" to "I used my first skill".
- **Useful whether you want breadth or curation**: browse the full catalog, start with top bundles, or compare alternatives before installing.
@@ -127,7 +127,7 @@ Start with [Bundles](docs/users/bundles.md) for role-based recommendations, [Wor
## Best Skills By Tool
If you want a faster answer than "browse all 1,376+ skills", start with a tool-specific guide:
If you want a faster answer than "browse all 1,377+ skills", start with a tool-specific guide:
- **[Claude Code skills](docs/users/claude-code-skills.md)**: install paths, starter skills, prompt examples, and plugin marketplace flow.
- **[Cursor skills](docs/users/cursor-skills.md)**: best starter skills for `.cursor/skills/`, UI-heavy work, and pair-programming flows.
@@ -183,7 +183,7 @@ If Antigravity starts hitting context limits with too many active skills, the ac
If you use OpenCode or another `.agents/skills` host, prefer a reduced install up front instead of copying the full library into a context-sensitive runtime. The installer now supports `--risk`, `--category`, and `--tags` so you can keep the installed set narrow.
## Browse 1,376+ Skills
## Browse 1,377+ Skills
Use the root repo as a landing page, then jump into the deeper surface that matches your intent.

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@@ -12,6 +12,12 @@
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>http://localhost/skill/global-chat-agent-discovery</loc>
<lastmod>2026-04-06</lastmod>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>http://localhost/skill/python-pptx-generator</loc>
<lastmod>2026-04-06</lastmod>
@@ -240,10 +246,4 @@
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>http://localhost/skill/tmux</loc>
<lastmod>2026-04-06</lastmod>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
</urlset>

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@@ -13735,6 +13735,28 @@
"reasons": []
}
},
{
"id": "global-chat-agent-discovery",
"path": "skills/global-chat-agent-discovery",
"category": "development",
"name": "global-chat-agent-discovery",
"description": "Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server.",
"risk": "safe",
"source": "community",
"date_added": "2026-04-06",
"plugin": {
"targets": {
"codex": "supported",
"claude": "supported"
},
"setup": {
"type": "none",
"summary": "",
"docs": null
},
"reasons": []
}
},
{
"id": "gmail-automation",
"path": "skills/gmail-automation",

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@@ -1,6 +1,6 @@
{
"generatedAt": "2026-02-08T00:00:00.000Z",
"total": 1376,
"total": 1377,
"skills": [
{
"id": "00-andruia-consultant",
@@ -15357,6 +15357,35 @@
],
"path": "skills/gitops-workflow/SKILL.md"
},
{
"id": "global-chat-agent-discovery",
"name": "global-chat-agent-discovery",
"description": "Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server.",
"category": "data-ai",
"tags": [
"mcp",
"ai-agents",
"agent-discovery",
"agents-txt",
"a2a",
"developer-tools"
],
"triggers": [
"mcp",
"ai-agents",
"agent-discovery",
"agents-txt",
"a2a",
"developer-tools",
"global",
"chat",
"agent",
"discovery",
"discover",
"search"
],
"path": "skills/global-chat-agent-discovery/SKILL.md"
},
{
"id": "gmail-automation",
"name": "gmail-automation",

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@@ -11896,6 +11896,25 @@
},
"runtime_files": []
},
{
"id": "global-chat-agent-discovery",
"path": "skills/global-chat-agent-discovery",
"targets": {
"codex": "supported",
"claude": "supported"
},
"setup": {
"type": "none",
"summary": "",
"docs": null
},
"reasons": [],
"blocked_reasons": {
"codex": [],
"claude": []
},
"runtime_files": []
},
{
"id": "gmail-automation",
"path": "skills/gmail-automation",
@@ -26306,10 +26325,10 @@
}
],
"summary": {
"total_skills": 1376,
"total_skills": 1377,
"supported": {
"codex": 1347,
"claude": 1362
"codex": 1348,
"claude": 1363
},
"blocked": {
"codex": 29,

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@@ -1,9 +1,9 @@
---
title: Jetski/Cortex + Gemini Integration Guide
description: "Use antigravity-awesome-skills with Jetski/Cortex without hitting context-window overflow with 1.376+ skills."
description: "Use antigravity-awesome-skills with Jetski/Cortex without hitting context-window overflow with 1.377+ skills."
---
# Jetski/Cortex + Gemini: safe integration with 1,1.376+ skills
# Jetski/Cortex + Gemini: safe integration with 1,1.377+ skills
This guide shows how to integrate the `antigravity-awesome-skills` repository with an agent based on **Jetski/Cortex + Gemini** (or similar frameworks) **without exceeding the model context window**.
@@ -23,7 +23,7 @@ Never do:
- concatenate all `SKILL.md` content into a single system prompt;
- re-inject the entire library for **every** request.
With over 1,1.376 skills, this approach fills the context window before user messages are even added, causing truncation.
With over 1,1.377 skills, this approach fills the context window before user messages are even added, causing truncation.
---

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@@ -20,7 +20,7 @@ This example shows one way to integrate **antigravity-awesome-skills** with a Je
- How to enforce a **maximum number of skills per turn** via `maxSkillsPerTurn`.
- How to choose whether to **truncate or error** when too many skills are requested via `overflowBehavior`.
This pattern avoids context overflow when you have 1,376+ skills installed.
This pattern avoids context overflow when you have 1,377+ skills installed.
---

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@@ -6,7 +6,7 @@ This document keeps the repository's GitHub-facing discovery copy aligned with t
Preferred positioning:
> Installable GitHub library of 1,376+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and other AI coding assistants.
> Installable GitHub library of 1,377+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and other AI coding assistants.
Key framing:
@@ -20,7 +20,7 @@ Key framing:
Preferred description:
> Installable GitHub library of 1,376+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.
> Installable GitHub library of 1,377+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.
Preferred homepage:
@@ -28,7 +28,7 @@ Preferred homepage:
Preferred social preview:
- use a clean preview image that says `1,376+ Agentic Skills`;
- use a clean preview image that says `1,377+ Agentic Skills`;
- mention Claude Code, Cursor, Codex CLI, and Gemini CLI;
- avoid dense text and tiny logos that disappear in social cards.

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@@ -69,7 +69,7 @@ For manual updates, you need:
The update process refreshes:
- Skills index (`skills_index.json`)
- Web app skills data (`apps\web-app\public\skills.json`)
- All 1,376+ skills from the skills directory
- All 1,377+ skills from the skills directory
## When to Update

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@@ -673,4 +673,4 @@ Found a skill that should be in a bundle? Or want to create a new bundle? [Open
---
_Last updated: March 2026 | Total Skills: 1,376+ | Total Bundles: 37_
_Last updated: March 2026 | Total Skills: 1,377+ | Total Bundles: 37_

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@@ -12,7 +12,7 @@ Install the library into Claude Code, then invoke focused skills directly in the
## Why use this repo for Claude Code
- It includes 1,376+ skills instead of a narrow single-domain starter pack.
- It includes 1,377+ skills instead of a narrow single-domain starter pack.
- It supports the standard `.claude/skills/` path and the Claude Code plugin marketplace flow.
- It also ships generated bundle plugins so teams can install focused packs like `Essentials` or `Security Developer` from the marketplace metadata.
- It includes onboarding docs, bundles, and workflows so new users do not need to guess where to begin.

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@@ -12,7 +12,7 @@ Install into the Gemini skills path, then ask Gemini to apply one skill at a tim
- It installs directly into the expected Gemini skills path.
- It includes both core software engineering skills and deeper agent/LLM-oriented skills.
- It helps new users get started with bundles and workflows rather than forcing a cold start from 1,376+ files.
- It helps new users get started with bundles and workflows rather than forcing a cold start from 1,377+ files.
- It is useful whether you want a broad internal skill library or a single repo to test many workflows quickly.
## Install Gemini CLI Skills

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@@ -18,7 +18,7 @@ Kiro is AWS's agentic AI IDE that combines:
Kiro's agentic capabilities are enhanced by skills that provide:
- **Domain expertise** across 1,376+ specialized areas
- **Domain expertise** across 1,377+ specialized areas
- **Best practices** from Anthropic, OpenAI, Google, Microsoft, and AWS
- **Workflow automation** for common development tasks
- **AWS-specific patterns** for serverless, infrastructure, and cloud architecture

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@@ -14,7 +14,7 @@ If you came in through a **Claude Code** or **Codex** plugin instead of a full l
When you ran `npx antigravity-awesome-skills` or cloned the repository, you:
**Downloaded 1,376+ skill files** to your computer (default: `~/.gemini/antigravity/skills/`; or a custom path like `~/.agent/skills/` if you used `--path`)
**Downloaded 1,377+ skill files** to your computer (default: `~/.gemini/antigravity/skills/`; or a custom path like `~/.agent/skills/` if you used `--path`)
**Made them available** to your AI assistant
**Did NOT enable them all automatically** (they're just sitting there, waiting)
@@ -34,7 +34,7 @@ Bundles are **curated groups** of skills organized by role. They help you decide
**Analogy:**
- You installed a toolbox with 1,376+ tools (✅ done)
- You installed a toolbox with 1,377+ tools (✅ done)
- Bundles are like **labeled organizer trays** saying: "If you're a carpenter, start with these 10 tools"
- You can either **pick skills from the tray** or install that tray as a focused marketplace bundle plugin
@@ -212,7 +212,7 @@ Let's actually use a skill right now. Follow these steps:
## Step 5: Picking Your First Skills (Practical Advice)
Don't try to use all 1,376+ skills at once. Here's a sensible approach:
Don't try to use all 1,377+ skills at once. Here's a sensible approach:
If you want a tool-specific starting point before choosing skills, use:
@@ -343,7 +343,7 @@ Usually no, but if your AI doesn't recognize a skill:
### "Can I load all skills into the model at once?"
No. Even though you have 1,376+ skills installed locally, you should **not** concatenate every `SKILL.md` into a single system prompt or context block.
No. Even though you have 1,377+ skills installed locally, you should **not** concatenate every `SKILL.md` into a single system prompt or context block.
The intended pattern is:

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@@ -34,7 +34,7 @@ antigravity-awesome-skills/
├── 📄 CONTRIBUTING.md ← Contributor workflow
├── 📄 CATALOG.md ← Full generated catalog
├── 📁 skills/ ← 1,376+ skills live here
├── 📁 skills/ ← 1,377+ skills live here
│ │
│ ├── 📁 brainstorming/
│ │ └── 📄 SKILL.md ← Skill definition
@@ -47,7 +47,7 @@ antigravity-awesome-skills/
│ │ └── 📁 2d-games/
│ │ └── 📄 SKILL.md ← Nested skills also supported
│ │
│ └── ... (1,376+ total)
│ └── ... (1,377+ total)
├── 📁 apps/
│ └── 📁 web-app/ ← Interactive browser
@@ -100,7 +100,7 @@ antigravity-awesome-skills/
```
┌─────────────────────────┐
│ 1,376+ SKILLS │
│ 1,377+ SKILLS │
└────────────┬────────────┘
┌────────────────────────┼────────────────────────┐
@@ -201,7 +201,7 @@ If you want a workspace-style manual install instead, cloning into `.agent/skill
│ ├── 📁 brainstorming/ │
│ ├── 📁 stripe-integration/ │
│ ├── 📁 react-best-practices/ │
│ └── ... (1,376+ total) │
│ └── ... (1,377+ total) │
└─────────────────────────────────────────┘
```

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@@ -1,7 +1,7 @@
{
"name": "antigravity-awesome-skills",
"version": "9.7.0",
"description": "1,376+ agentic skills for Claude Code, Gemini CLI, Cursor, Antigravity & more. Installer CLI.",
"description": "1,377+ agentic skills for Claude Code, Gemini CLI, Cursor, Antigravity & more. Installer CLI.",
"license": "MIT",
"scripts": {
"validate": "node tools/scripts/run-python.js tools/scripts/validate_skills.py",

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@@ -1,7 +1,7 @@
{
"name": "antigravity-awesome-skills",
"version": "9.7.0",
"description": "Plugin-safe Claude Code distribution of Antigravity Awesome Skills with 1,362 supported skills.",
"description": "Plugin-safe Claude Code distribution of Antigravity Awesome Skills with 1,363 supported skills.",
"author": {
"name": "sickn33 and contributors",
"url": "https://github.com/sickn33/antigravity-awesome-skills"

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@@ -0,0 +1,119 @@
---
name: global-chat-agent-discovery
description: "Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server."
category: development
risk: safe
source: community
source_repo: pumanitro/global-chat
source_type: community
date_added: "2026-04-06"
author: pumanitro
tags: [mcp, ai-agents, agent-discovery, agents-txt, a2a, developer-tools]
tools: [claude, cursor, gemini, codex]
---
# Global Chat Agent Discovery
## Overview
Global Chat is a cross-protocol AI agent discovery platform that aggregates MCP servers and AI agents from 6+ registries into a single searchable directory. This skill helps you find the right MCP server, A2A agent, or agents.txt endpoint for any task by searching across 18,000+ indexed entries. It also provides an MCP server (`@global-chat/mcp-server`) for programmatic access to the directory from any MCP-compatible client.
## When to Use This Skill
- Use when you need to find an MCP server for a specific capability (e.g., database access, file conversion, API integration)
- Use when evaluating which agent registries carry tools for your use case
- Use when you want to search across multiple protocols (MCP, A2A, agents.txt) simultaneously
- Use when setting up agent-to-agent communication and need to discover available endpoints
## How It Works
### Option 1: Use the MCP Server (Recommended for Agents)
Install the Global Chat MCP server to search the directory programmatically from Claude Code, Cursor, or any MCP client.
```bash
npm install -g @global-chat/mcp-server
```
Add to your MCP client configuration:
```json
{
"mcpServers": {
"global-chat": {
"command": "npx",
"args": ["-y", "@global-chat/mcp-server"]
}
}
}
```
Then ask your agent to search for tools:
```
Search Global Chat for MCP servers that handle PostgreSQL database queries.
```
### Option 2: Use the Web Directory
Browse the full directory at [https://global-chat.io](https://global-chat.io):
1. Visit the search page and enter your query
2. Filter by protocol (MCP, A2A, agents.txt)
3. Filter by registry source
4. View server details, capabilities, and installation instructions
### Option 3: Validate Your agents.txt
If you maintain an `agents.txt` file, use the free validator:
1. Go to [https://global-chat.io/validate](https://global-chat.io/validate)
2. Enter your domain or paste your agents.txt content
3. Get instant feedback on format compliance and discoverability
## Examples
### Example 1: Find MCP Servers for a Task
```
You: "Find MCP servers that can convert PDF files to text"
Agent (via Global Chat MCP): Searching across 6 registries...
- @anthropic/pdf-tools (mcpservers.org) — PDF parsing and text extraction
- pdf-converter-mcp (mcp.so) — Convert PDF to text, markdown, or HTML
- ...
```
### Example 2: Discover A2A Agents
```
You: "What A2A agents are available for code review?"
Agent (via Global Chat MCP): Found 12 A2A agents for code review across 3 registries...
```
### Example 3: Check Agent Protocol Coverage
```
You: "How many registries list tools for Kubernetes management?"
Agent (via Global Chat MCP): 4 registries carry Kubernetes-related agents (23 total entries)...
```
## Best Practices
- Use the MCP server for automated workflows and agent-to-agent discovery
- Use the web directory for manual exploration and comparison
- Validate your agents.txt before publishing to ensure maximum discoverability
- Check multiple registries — coverage varies significantly by domain
## Common Pitfalls
- **Problem:** Search returns too many results
**Solution:** Add protocol or registry filters to narrow the scope
- **Problem:** MCP server not connecting
**Solution:** Ensure `npx` is available and run `npx -y @global-chat/mcp-server` manually first to verify
## Related Skills
- `@mcp-client` - For general MCP client setup and configuration
- `@agent-orchestration-multi-agent-optimize` - For orchestrating multiple discovered agents
- `@agent-memory-mcp` - For persisting discovered agent information across sessions

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@@ -19,7 +19,7 @@
"skills": "./skills/",
"interface": {
"displayName": "Antigravity Awesome Skills",
"shortDescription": "1,347 plugin-safe skills for coding, security, product, and ops workflows.",
"shortDescription": "1,348 plugin-safe skills for coding, security, product, and ops workflows.",
"longDescription": "Install a plugin-safe Codex distribution of Antigravity Awesome Skills. Skills that still need hardening or target-specific setup remain available in the repo but are excluded from this plugin.",
"developerName": "sickn33 and contributors",
"category": "Productivity",

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@@ -0,0 +1,119 @@
---
name: global-chat-agent-discovery
description: "Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server."
category: development
risk: safe
source: community
source_repo: pumanitro/global-chat
source_type: community
date_added: "2026-04-06"
author: pumanitro
tags: [mcp, ai-agents, agent-discovery, agents-txt, a2a, developer-tools]
tools: [claude, cursor, gemini, codex]
---
# Global Chat Agent Discovery
## Overview
Global Chat is a cross-protocol AI agent discovery platform that aggregates MCP servers and AI agents from 6+ registries into a single searchable directory. This skill helps you find the right MCP server, A2A agent, or agents.txt endpoint for any task by searching across 18,000+ indexed entries. It also provides an MCP server (`@global-chat/mcp-server`) for programmatic access to the directory from any MCP-compatible client.
## When to Use This Skill
- Use when you need to find an MCP server for a specific capability (e.g., database access, file conversion, API integration)
- Use when evaluating which agent registries carry tools for your use case
- Use when you want to search across multiple protocols (MCP, A2A, agents.txt) simultaneously
- Use when setting up agent-to-agent communication and need to discover available endpoints
## How It Works
### Option 1: Use the MCP Server (Recommended for Agents)
Install the Global Chat MCP server to search the directory programmatically from Claude Code, Cursor, or any MCP client.
```bash
npm install -g @global-chat/mcp-server
```
Add to your MCP client configuration:
```json
{
"mcpServers": {
"global-chat": {
"command": "npx",
"args": ["-y", "@global-chat/mcp-server"]
}
}
}
```
Then ask your agent to search for tools:
```
Search Global Chat for MCP servers that handle PostgreSQL database queries.
```
### Option 2: Use the Web Directory
Browse the full directory at [https://global-chat.io](https://global-chat.io):
1. Visit the search page and enter your query
2. Filter by protocol (MCP, A2A, agents.txt)
3. Filter by registry source
4. View server details, capabilities, and installation instructions
### Option 3: Validate Your agents.txt
If you maintain an `agents.txt` file, use the free validator:
1. Go to [https://global-chat.io/validate](https://global-chat.io/validate)
2. Enter your domain or paste your agents.txt content
3. Get instant feedback on format compliance and discoverability
## Examples
### Example 1: Find MCP Servers for a Task
```
You: "Find MCP servers that can convert PDF files to text"
Agent (via Global Chat MCP): Searching across 6 registries...
- @anthropic/pdf-tools (mcpservers.org) — PDF parsing and text extraction
- pdf-converter-mcp (mcp.so) — Convert PDF to text, markdown, or HTML
- ...
```
### Example 2: Discover A2A Agents
```
You: "What A2A agents are available for code review?"
Agent (via Global Chat MCP): Found 12 A2A agents for code review across 3 registries...
```
### Example 3: Check Agent Protocol Coverage
```
You: "How many registries list tools for Kubernetes management?"
Agent (via Global Chat MCP): 4 registries carry Kubernetes-related agents (23 total entries)...
```
## Best Practices
- Use the MCP server for automated workflows and agent-to-agent discovery
- Use the web directory for manual exploration and comparison
- Validate your agents.txt before publishing to ensure maximum discoverability
- Check multiple registries — coverage varies significantly by domain
## Common Pitfalls
- **Problem:** Search returns too many results
**Solution:** Add protocol or registry filters to narrow the scope
- **Problem:** MCP server not connecting
**Solution:** Ensure `npx` is available and run `npx -y @global-chat/mcp-server` manually first to verify
## Related Skills
- `@mcp-client` - For general MCP client setup and configuration
- `@agent-orchestration-multi-agent-optimize` - For orchestrating multiple discovered agents
- `@agent-memory-mcp` - For persisting discovered agent information across sessions

View File

@@ -13735,6 +13735,28 @@
"reasons": []
}
},
{
"id": "global-chat-agent-discovery",
"path": "skills/global-chat-agent-discovery",
"category": "development",
"name": "global-chat-agent-discovery",
"description": "Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server.",
"risk": "safe",
"source": "community",
"date_added": "2026-04-06",
"plugin": {
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"codex": "supported",
"claude": "supported"
},
"setup": {
"type": "none",
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},
"reasons": []
}
},
{
"id": "gmail-automation",
"path": "skills/gmail-automation",