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Building AI Agents with MCP: Architecture, Security, and Enterprise Deployment
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Tools & Skills

Connect anything. Govern everything.
Send agents to work.

The difference between an agent that can chat and one that can actually work is access to real tools. Willow gives agents that access, securely, intelligently, at enterprise scale.

Isometric illustration of a logging operation with a truck loaded with logs, workers carrying and cutting wood, a drone carrying logs, and two inspectors with clipboards.

The Tools

100+ Pre-Built Connectors

Snowflake logo
Wiz logo
Slack logo
Jira logo
Salesforce logo
Google logo
Figma logo
Notion logo
ServiceNow logo
Sentry logo
Grafana logo
AWS logo
GitHub logo
HubSpot logo
Datadog logo

Connect in minutes. Authentication handled by Willow. No credential management. No custom code.

Browse marketplace

API-to-MCP Conversion

Every internal endpoint and legacy API becomes AI-native without touching backend code. Authenticated, permissioned, and auditable from day one.

MCP Gateway

Sits between every agent and every tool. Handles authentication at the connection layer, enforces permissions at the action layer, logs every tool call. Any MCP-compatible agent; Claude, Cursor, ChatGPT  through one governed entry point.

Dynamic Tool Discovery

Agents receive only the tools relevant to the current task, resolved at runtime based on identity and permitted scope. Cleaner context. Lower token usage. Fewer hallucinations.

The Skills

Tools get agents connected. Skills get agents working.

A skill is a reusable, pre-permissioned workflow built from connected tools. Scoped by identity. Saved to a toolshed. Shared with approved teams. Versioned like software.

Accessible by our marketplace.

Skills Registry
Version controlled. Approval-gated. Usage analytics on what's running, who's using it, what impact it's having.
Toolshed Builder
Employees build their own toolsheds from approved skills, self-serve, no ticket. Personal toolsheds scoped to identity and role. Shared toolsheds for teams. Org-wide skills published by admins.
Create:
"Sprint retrospective"
Control:
Read PRs, read sprint data, post to Slack, approval required before external posting.
Least privilege at the skill level, not bolted on after.
Connect:
GitHub · Jira · Slack
One catalog. One click. Real agent work.

The Marketplace

Browse and install pre-built agent plugins and capabilities in minutes. No manual wiring.
Plugins and skills are bundled for how teams actually work

The Skills

What the agent knows how to do

The Commands

How people trigger it

The Integrations

What it runs on
Browse by team: Engineering, Security, Sales, HR, and more.
Install to your Toolshed, scoped by identity and policy, with Slack approvals when required.

The Difference

That's not just security. That's how AI works reliably at enterprise scale.

Without Willow

Agent has access to all of Jira. Every project. Every action. One misconfigured prompt away from a problem.

With Willow

Agent accesses exactly the Jira actions defined in their skill, for exactly the projects their identity permits, with exactly the approval gates security requires.

Your agents are already in the wild.

Give them a Basecamp. Go from AI chaos to AI work, in minutes.