A folder with a SKILL.md and any scripts or assets it needs. The agent reads the instructions and uses its tools to follow them.

Can I write my own skills?

Yes. Drop a folder into the skills directory, upload a zip, or ask an agent to build one with the bundled skill-creator skill.

Are connectors available in IM chats?

Not yet. Connectors work in web 1:1 chats with your own agents — never in IM, groups, cron or on someone else’s agent.

Feature · Skills

Teach agents new skills in one click

Install skills from ClawHub, skills.sh or GitHub, connect MCP servers, add JSON-RPC plugins and let agents read Notion, GitHub and Linear.

Get started free See pricing

Bundled skills

code-runner, image-gen, data-analysis, translation, web-search and skill-creator ship with every install.

Install from anywhere

Search and install from ClawHub or skills.sh, pull from GitHub, or upload a zip. Configure credentials per skill.

Three scopes

Shared across the whole deployment, personal to one account (works with any of its agents), or private to a single agent.

MCP servers

Connect Model Context Protocol servers over stdio or HTTP and their tools show up next to the built-in ones.

Plugins

Extend the runtime with JSON-RPC subprocess plugins — including custom channel adapters and hooks.

Connectors

People connect their own Notion, GitHub or Linear accounts; their agents can read them in web chats. Read-only for now.

Skills: capabilities as folders

A skill is a folder with a SKILL.md plus whatever scripts and assets it needs. FastClaw ships a handful out of the box and installs more from ClawHub, skills.sh or any GitHub repo. Skills can be shared with the whole deployment, installed for one account so they follow it to every agent, or kept private to a single agent.

Skills run on top of the built-in tools and sandbox, so a skill that runs Python or calls an API works the same in the console, over the API, and in IM channels.

MCP and plugins

Already have tools behind an MCP server? Connect it over stdio or HTTP and its tools appear alongside exec, web_fetch and friends. For deeper changes, plugins run as JSON-RPC subprocesses and can add channel adapters or hook into the runtime.

Connectors for your team's data

With connectors, each person links their own Notion, GitHub or Linear account in Console → Connectors, and agents they own can read from those accounts during web chats. Access stays personal: one teammate's connection is never used on someone else's agent. See how teams put this to work.

Works with

All Integrations

MCP

Give FastClaw agents external tools through the Model Context Protocol — add http or stdio MCP servers per agent from the console.

Frequently asked questions

More Features

All Features

Agents

Create and run many AI agents from one FastClaw install — each with its own SOUL.md personality, memory, skills, model and sharing settings.

Models

Run FastClaw agents on OpenAI, Anthropic, DeepSeek, Ollama, OpenRouter, Groq, Mistral or any OpenAI-compatible API, with per-agent overrides and retries.

Channels

Bind any FastClaw agent to Telegram, Discord, Slack, Feishu, WeCom, WeChat, WhatsApp, LINE or iMessage — with per-chat session isolation and owner pairing.

Try it on your own agents

Start free in FastClaw Cloud, or self-host the single binary in a minute.