Tap
40+ Agents • 26 Capabilities • Skills • MCP Definitions
The open registry of production-ready AI agents, capabilities, and skills. Browse 40+ specialist agents across development, law, medicine, finance, and security. Contribute your domain expertise as installable TOML manifests.
Key Features
Developer Agents
Rust, Python, TypeScript, Go, React, Svelte specialists. Each with language-specific tooling, linting, and best practices baked in.
Legal Agents
Jurisdiction-specific law agents for US, UK, Canada, Germany, France, Australia, India, Singapore, and Thailand with real legislation databases.
Medical Agents
Blood test analysis, medication info, nutrition guidance, and general medical information with PubMed, FDA, WHO, and RxNorm references.
Launch Agents
Brand strategy, pitch decks, idea validation, market exploration, and zero-budget growth tactics for startups and product launches.
Capability System
Composable building blocks — filesystem, code search, memory, web search, browser automation. Agents declare capabilities, runtime resolves providers.
Skills
Reusable instruction packs that inject domain knowledge into any agent session. Git workflows, code review checklists, and more.
Why Tap?
Building AI agents from scratch requires framework expertise
TOML manifests with zero code. System prompt + capabilities + model settings = a complete agent in minutes.
No way to share and reuse agent configurations
Git-based registry. Fork, customize, submit PRs. Community-built agents reviewed and merged by maintainers.
Agents are tightly coupled to specific tools and providers
Capability-based architecture. Agents declare what they need, the runtime resolves how. Switch providers with a symlink.
When to Use Tap
Share Domain Expertise
Package your domain knowledge as an installable agent. Lawyers, doctors, DevOps engineers — your expertise becomes a TOML file anyone can run.
Browse & Run Agents
Find a specialist agent for your task, run it with one command. 40+ agents across 8+ domains ready to use.
Custom Capabilities
Create new capabilities with MCP servers, dependencies, and tool permissions. Swap providers without changing any agent manifests.
Team Standardization
Fork the tap, add your team-specific agents, and distribute consistent AI tooling across your organization.
Install
Tech Stack
Built in the Open
Tap is open source under the Apache 2.0 license. Contributions, issues, and stars are welcome.