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Reusable workflows for Codex CLI, IDE, and app.
Codex skills are SKILL.md directories with instructions, optional scripts, references, assets, and agent metadata. They can be distributed through plugins.
$skill-creatorCode-first agent orchestration in TypeScript and Python.
The Agents SDK is for applications that own orchestration, tool execution, approvals, state, handoffs, tracing, and evaluation.
npm install @openai/agents zodUse remote MCP tools through the Responses API.
OpenAI Responses API can import tools from remote MCP servers that support Streamable HTTP or HTTP/SSE, then call those tools as part of a model run.
SKILL.md workflows for Claude Code and Claude API.
Claude Code skills live in personal, project, plugin, or enterprise locations and can include scripts, templates, examples, and references.
mkdir -p ~/.claude/skills/summarize-changesBundle skills, agents, hooks, MCP servers, and monitors.
Claude Code plugins are self-contained directories that extend Claude Code with skills, agents, hooks, MCP servers, LSP servers, and monitors.
Connect Claude Messages API to remote MCP servers.
Anthropic MCP connector lets Claude API requests connect directly to remote MCP servers using a beta header and remote HTTP/SSE tools.
Terminal coding agent from xAI.
Grok Build is an early beta coding agent and CLI with interactive TUI sessions, plan/review/approve flow, headless mode, ACP, AGENTS.md, plugins, hooks, skills, MCP servers, and subagents.
curl -fsSL https://x.ai/cli/install.sh | bashxAI coding model for agentic harnesses.
grok-build-0.1 is xAI's coding model for agentic coding tasks including web development, debugging, and MCP support.
Connect Cursor agents to tools and data sources.
Cursor supports Model Context Protocol for connecting external tools and data to its agent workflows.
Persistent agent instructions for projects, teams, users, and AGENTS.md.
Cursor Rules let teams configure persistent instructions at project, team, and user scope, including support for AGENTS.md-style repository guidance.
Keep Gemini coding assistants current with MCP plus portable skills.
Google hosts a public Gemini Docs MCP server and publishes Gemini API development skills installable through skills.sh or Context7.
npx add-mcp "https://gemini-api-docs-mcp.dev"Open-source terminal agent powered by Gemini.
Gemini CLI is an open-source AI agent that uses a ReAct loop, built-in tools, and local or remote MCP servers for complex coding tasks.
Production-grade framework for agents across languages.
Google ADK is an open-source framework for building, debugging, evaluating, and deploying agents with tools, sessions, memory, graph workflows, and multi-agent patterns.
pip install google-adkAssign GitHub issues to a cloud coding agent.
Copilot cloud agent can work on tasks in GitHub, use repository context, and connect to MCP servers configured for the repository.
Official MCP server for GitHub APIs.
The official GitHub MCP server exposes GitHub data and actions to MCP-compatible agents with remote and local configurations.
Local function calling for agent loops.
Ollama supports tool calling through /api/chat and its Python and JavaScript libraries, including multi-turn agent-loop patterns.
npm i ollamaJSON mode and schema-constrained local responses.
Ollama structured outputs enforce JSON or a JSON schema through the format field, with Pydantic and Zod validation patterns.
Point OpenAI-compatible clients at local Ollama.
Ollama provides compatibility with parts of the OpenAI API, including /v1/chat/completions and /v1/responses.
pip install openaiUse MCP servers from TypeScript AI apps.
The Vercel AI SDK supports connecting to MCP servers so applications can use tools, resources, and prompts exposed through the protocol.
npm install aiOfficial remote MCP server for Vercel projects.
Vercel MCP is a remote OAuth MCP server at https://mcp.vercel.com for docs search, project and deployment management, and log inspection.
npx add-mcp https://mcp.vercel.comOfficial OAuth MCP server for Supabase projects.
Supabase MCP runs at https://mcp.supabase.com/mcp and provides database, debugging, development, edge-function, account-management, docs, branching, and optional storage tools.
claude mcp add --scope project --transport http supabase "https://mcp.supabase.com/mcp"The open standard for connecting agents to tools and data.
MCP is an open-source standard for connecting AI applications to external systems such as files, databases, services, tools, and workflows.
Official metadata registry for public MCP servers.
The MCP Registry is a preview centralized metadata repository for publicly accessible MCP servers, with namespace management and standardized installation metadata.
Browser automation MCP with accessibility snapshots.
Microsoft Playwright MCP lets agents navigate and operate web pages using structured accessibility snapshots across major MCP clients.
npx @playwright/mcp@latestNext