AI agents: machine-readable docs and automated org setup at /llms.txt

Agentforce Labs

Experiments

Experiments

Early-access tools and integrations from the Agentforce product and engineering teams.

Start Building

Create your first agent in minutes, no setup. Keep working in your IDE of choice.

Build your first agent

Troubleshoot & Optimize

Diagnose and fix agent issues like wrong topic routing, a failing action, or a flaky response, all against your own org.

Improve your agent

Build Agents

Create, debug, and ground agents, from your first build to production.

Agents

Create and edit Agentforce agents in a fast, lightweight editor.

Jump in

Upgrade Agent

Convert your Einstein Bot into an Agentforce agent.

Agent Development Skills

Open-source skills for the full agent lifecycle: authoring, testing, and observability.

Browse the skills

nanoRag

Let your agents reference documents when answering, no vector database required.

Add document grounding

AgentLens Visualizer

Debug Agentforce traces with interactive visualizations.

Visualize agent traces

MCP Servers

Connect your agents to external tools and data via Model Context Protocol servers.

Attach a server

Tools & Integrations

Connect agents to external data, tools, and Model Context Protocol servers.

Agentforce Grid MCP & Skills

Equip Claude Code to manage Agentforce Grid workbooks with the official MCP server — run it via npx, no clone or build required.

Connect the MCP

Salesforce Docs MCP

Browse Salesforce documentation directly from your IDE using the Model Context Protocol.

Connect the MCP

Platform MCP

Connect any MCP client to your org's Salesforce-hosted (Platform) MCP servers.

Connect a client

Agentforce for Google Workspace

Ask your Agentforce agent questions inside your Google Workspace with one click copy-paste .

Try the add-on

Research

Experimental projects and papers from across the AI research community.

GUI Process Automation

GPA is the next generation of RPA, an agent that learns tasks by watching a user perform them once.

Read the research

MCP+

A context optimization layer that filters MCP tool outputs down to only the relevant context, cutting inference costs.

Read the research

SkillOrchestra

A skill-centric framework that routes tasks to the right agent based on competence and cost.

Read the research