# Willow Documentation

> Documentation for administering, using, and integrating with Willow.

Use these links to access Markdown versions of the Willow documentation. The documentation is organized into admin guides, user guides, and API reference sections. To search and read these docs from an AI tool, connect the MCP server at https://docs.withwillow.ai/mcp (see https://docs.withwillow.ai/docs/developers/docs-mcp.md).

## Admin Documentation

- [Access & Identity](https://docs.withwillow.ai/docs/admin/access-and-identity.md): Overview of how admins control who can use Willow and what they can reach: users, machine users, groups, AI tools, and SSO.
- [Admin Users](https://docs.withwillow.ai/docs/admin/admin-users.md): Manage administrator accounts, assign built-in or custom roles, and control who can access the admin dashboard.
- [Administration](https://docs.withwillow.ai/docs/admin/administration.md): Overview of organization administration: admin users, roles, billing, API tokens, settings, and API & automation.
- [AI Tools](https://docs.withwillow.ai/docs/admin/ai-tools.md): ![The AI Tools page, listing the ten built-in AI tools with their transport support and enabled state](/img/pages/ai-tools.png)
- [Browser](https://docs.withwillow.ai/docs/admin/alerts/channels/browser.md): Send desktop push notifications for Willow alerts, delivered even when Willow is closed.
- [Email](https://docs.withwillow.ai/docs/admin/alerts/channels/email.md): Email Willow alerts to each recipient in a rule's audience.
- [Channels](https://docs.withwillow.ai/docs/admin/alerts/channels.md): A channel is how a notification reaches someone. Each [rule delivery](../rules) picks one or more.
- [Slack](https://docs.withwillow.ai/docs/admin/alerts/channels/slack.md): Deliver Willow alerts to Slack as DMs and channel posts, with interactive approvals.
- [Microsoft Teams](https://docs.withwillow.ai/docs/admin/alerts/channels/teams.md): Post Willow alerts into a Microsoft Teams channel using a Workflows webhook.
- [Webhook](https://docs.withwillow.ai/docs/admin/alerts/channels/webhook.md): POST Willow alerts as JSON to your own endpoint for SIEM ingest or custom automation.
- [Willow Admin](https://docs.withwillow.ai/docs/admin/alerts/channels/willow-admin.md): Deliver alerts to a person's Willow inbox and header bell.
- [Alerts](https://docs.withwillow.ai/docs/admin/alerts.md): Alerts is the in-app inbox for security and discovery events raised across your organization. When a guard blocks, warns, or redacts, when a device...
- [Alert rules](https://docs.withwillow.ai/docs/admin/alerts/rules.md): A rule answers one question per event type: **who hears about this, over which channel, in what words.**
- [API Tokens](https://docs.withwillow.ai/docs/admin/api-tokens.md): Create, scope, edit, and revoke organization API tokens for the Admin API, User API, and SCIM provisioning.
- [Assign Tools to an Agent](https://docs.withwillow.ai/docs/admin/background-agents/assign-tools.md): Add gateway tools to a background agent, edit a tool's schema and request mapping, generate one with AI, and resolve capability requests from end u...
- [Connect AWS AgentCore](https://docs.withwillow.ai/docs/admin/background-agents/aws-agentcore.md): Set up Amazon Bedrock AgentCore as a background agent platform: create an execution role, grant the Willow IAM identity permission to manage and pa...
- [Connect Claude Tag](https://docs.withwillow.ai/docs/admin/background-agents/claude-tag.md): Expose a background agent's tools to @Claude as a connected app — either as an MCP connector, where Claude discovers the tools itself, or as indivi...
- [Create a Background Agent](https://docs.withwillow.ai/docs/admin/background-agents/create-an-agent.md): Create a background agent from scratch, with AI, or from a template, choose its runtime platform, and capture its secret.
- [Custom Agents & Self-Hosted Harnesses](https://docs.withwillow.ai/docs/admin/background-agents/custom-agents.md): Integrate a background agent on the Custom platform: authenticate with client credentials, call the agent's tools over MCP or REST, fire API trigge...
- [Deploy an Agent](https://docs.withwillow.ai/docs/admin/background-agents/deploy-an-agent.md): Push a background agent to its platform with Deploy, read its sync state and version, and understand why deploying invalidates the agent's secret.
- [Git Access for Coding Agents](https://docs.withwillow.ai/docs/admin/background-agents/git-proxy.md): Let background agents clone, pull, and push GitHub repositories through a GitHub App you own, with an allowlist of repositories per agent and no Gi...
- [Harness API: New Sessions and Messages](https://docs.withwillow.ai/docs/admin/background-agents/harness-api.md): The exact HTTP requests Willow sends to a self-hosted agent harness: the agent.session and agent.message payloads, which endpoint receives them, ho...
- [Background Agents](https://docs.withwillow.ai/docs/admin/background-agents.md): Reference for Background Agents: the list page, platforms and session credits, capabilities, the detail-page tabs, authentication, invoke and sessi...
- [Connect kagent](https://docs.withwillow.ai/docs/admin/background-agents/kagent.md): Run a background agent as a kagent SandboxAgent in your own Kubernetes cluster. Willow never reconciles the CRD — sync reveals the gateway URL, bea...
- [Run Agents in Your Own Cluster](https://docs.withwillow.ai/docs/admin/background-agents/kubernetes-harness.md): Run background agents on the Willow agent harness: a Helm chart that gives every agent you create a dedicated pod in your own Kubernetes cluster, w...
- [Background Agent Settings](https://docs.withwillow.ai/docs/admin/background-agents/settings.md): Choose which platforms agents can run on, register a custom agent type, and control what agent owners and end users can do from the connect dashboard.
- [Set up Slack for background agents](https://docs.withwillow.ai/docs/admin/background-agents/slack-agent.md): Give background agents their own Slack app so they can be triggered from channels and stream responses back into the thread. Each agent runs as its...
- [Connect Snowflake Cortex Agents](https://docs.withwillow.ai/docs/admin/background-agents/snowflake-cortex.md): Run a background agent as a Cortex agent object in your own Snowflake account. Connect the platform with an account identifier and a programmatic a...
- [Set up Microsoft Teams for background agents](https://docs.withwillow.ai/docs/admin/background-agents/teams-agent.md): Store the Azure Bot registration that background agents will use to answer in Microsoft Teams. Preview: Willow saves the configuration, but agents ...
- [Billing & Plans](https://docs.withwillow.ai/docs/admin/billing.md): Review your current plan, compare Free, Premium, and Enterprise features, and contact Willow to upgrade.
- [Build](https://docs.withwillow.ai/docs/admin/build.md): Overview of what admins assemble in Willow: MCP servers, toolkits, skills, and plugins.
- [Add an MCP Server](https://docs.withwillow.ai/docs/admin/build/mcp-servers/add-mcp-server.md): How to add an MCP server from the catalog, as a custom HTTP endpoint, or via the API.
- [Conditions](https://docs.withwillow.ai/docs/admin/build/mcp-servers/conditions.md): Gate individual tool calls with conditions: use a connector's predefined checks or write your own JSONata rule, optionally calling the upstream API...
- [Configure MCP Server Authentication](https://docs.withwillow.ai/docs/admin/build/mcp-servers/configure-auth.md): How to configure authentication for both Willow connectors and custom MCP servers, and what each mode forwards to the upstream server.
- [1Password SCIM Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/1password-scim-admin.md): 1Password SCIM Admin lists Business members and can suspend a member through your **SCIM Bridge** (`GET` / `PATCH {bridge}/scim/v2/Users`).
- [Adobe Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/adobe-admin.md): Adobe Admin lists **Admin Console** users and product profiles, and can remove a user from a product profile or from the organization through the [...
- [Affinity](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/affinity.md): Affinity is a purpose-built private capital platform that enables firms to get into the right deals and make better decisions across the firm with ...
- [Akeyless](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/akeyless.md): Akeyless is a secrets management and machine identity platform built on zero-knowledge encryption and Distributed Fragments Cryptography (DFC). Thi...
- [Amplitude](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/amplitude.md): Amplitude is a digital analytics platform that helps teams understand user behavior, measure engagement, and drive product growth through event-bas...
- [Asana](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/asana.md): Asana is a web and mobile application designed to help teams organize, track, and manage their work.
- [Atlassian](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/atlassian.md): Atlassian provides collaboration and productivity tools including teams management across their product suite.
- [Avoma Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/avoma-admin.md): Avoma Admin lists organization members (email, status, and role) through Avoma's public API (`GET /v1/users/`).
- [Azure DevOps](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/azure-devops.md): Connect Azure DevOps Services to Willow: Microsoft Entra ID OAuth or a personal access token, the vso scopes each tool group needs, and the 71 tool...
- [BambooHR](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/bamboohr.md): BambooHR is a human resources information system (HRIS) that helps organizations manage employee data, time off, benefits, performance, training, a...
- [Bitbucket Data Center](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/bitbucket-datacenter.md): Bitbucket Data Center is the self-hosted, on-premises version of Bitbucket for enterprise teams who need full control over their Git repositories, ...
- [Bitbucket](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/bitbucket.md): Bitbucket is a Git-based source code repository hosting service for collaborative software development, code review, and CI/CD pipelines.
- [Braze](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/braze.md): Braze is a customer engagement platform used to manage email, push, in-app, and SMS campaigns across your user base. Connect Braze to Willow to bro...
- [Claude Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/claude-console-admin.md): Claude Admin lists members of a **Claude organization** and can remove a member, returning their purchased seat to the pool. It uses Anthropic's Ad...
- [ClickHouse](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/clickhouse.md): ClickHouse is a high-performance, column-oriented SQL database management system designed for online analytical processing (OLAP). It excels at run...
- [Cloudflare](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/cloudflare.md): Cloudflare is a global network platform that provides DNS management, CDN, DDoS protection, and edge computing services. With Cloudflare, organizat...
- [Comeet](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/comeet.md): [Comeet](https://www.comeet.com) (now **Spark Hire Recruit**) is an applicant tracking system (ATS) and collaborative hiring platform. The Willow c...
- [Confluence Data Center](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/confluence-datacenter.md): Confluence Data Center is the self-hosted, on-premises version of Confluence for enterprise teams who need more control, security, and scalability ...
- [Confluence](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/confluence.md): Connect Confluence Cloud to Willow: OAuth and API token authentication, the OAuth scopes each tool group needs, and the 17 tools the connector expo...
- [Confluent Cloud](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/confluent.md): Confluent Cloud is a fully-managed, cloud-native data streaming platform built on Apache Kafka. It provides real-time data pipelines, stream proces...
- [Coralogix](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/coralogix.md): Coralogix is a modern observability platform that combines logs, metrics, traces, and security monitoring into a unified solution. It features an i...
- [Culture Amp](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/cultureamp.md): Culture Amp is an employee experience platform that organizations use to run engagement surveys, performance reviews, and people analytics. The Wil...
- [Datadog](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/datadog.md): Datadog is a comprehensive monitoring and observability platform for cloud-scale applications. It provides infrastructure monitoring, application p...
- [DealHub](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/dealhub.md): DealHub is a quote-to-cash platform that unifies CPQ (Configure, Price, Quote), CLM (Contract Lifecycle Management), subscription management, and r...
- [DevRev](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/devrev.md): [DevRev](https://devrev.ai) is an AI-native platform that unifies what most teams split across Jira, Zendesk, and a CRM: product engineering (issue...
- [Elasticsearch](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/elasticsearch.md): Elasticsearch is a distributed, RESTful search and analytics engine designed for horizontal scalability, reliability, and real-time search capabili...
- [Figma SCIM Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/figma-scim-admin.md): Figma SCIM Admin lists **Enterprise** organization members and can deactivate a member through Figma's SCIM 2.0 API (`GET` / `PATCH /scim/v2/Users`...
- [Figma](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/figma.md): Figma is a collaborative interface design tool that enables teams to create, test, and ship designs from start to finish.
- [Google Cloud Platform](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/gcp.md): Google Cloud Platform (GCP) is a comprehensive suite of cloud computing services offered by Google. It provides infrastructure and platform service...
- [GitHub](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/github.md): GitHub is a web-based Git repository hosting service for version control and collaboration.
- [GitLab](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/gitlab.md): GitLab is a complete DevOps platform that provides source code management, CI/CD pipelines, issue tracking, merge request reviews, container regist...
- [Gmail](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/gmail.md): Gmail is Google's web-based email service. The Willow connector reads, searches, drafts, sends, and labels messages on behalf of a connected Gmail ...
- [Gong](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/gong.md): Gong is a revenue intelligence platform for analyzing customer interactions and sales performance.
- [Google Ads](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-ads.md): Google Ads is Google's online advertising platform that enables businesses to create and manage advertising campaigns across Google Search, Display...
- [Google Analytics](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-analytics.md): The Google Analytics connector works with Google Analytics 4 (GA4) accounts and properties. It uses the Google Analytics Data API for reports and t...
- [Google Calendar](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-calendar.md): Google Calendar is Google's online calendar service.
- [Google Drive](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-drive.md): Google Drive is Google's online file storage and synchronization service.
- [Google Forms](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-forms.md): Google Forms lets you create and manage forms and read form responses.
- [Google Maps](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-maps.md): Google Maps Platform provides geocoding, place search, directions, distance, and elevation data. Willow makes these services available to agents th...
- [Google Search Console](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-search-console.md): The Google Search Console connector lets you query Search Console data and work with the sites and sitemaps available to the Google account that au...
- [Google Sheets](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-sheets.md): Google Sheets is Google's online spreadsheet application.
- [Google Slides](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-slides.md): Google Slides lets you read, create, and edit presentations.
- [Google Workspace Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-workspace-admin.md): Connect the Google Workspace Admin SDK to Willow: enabling the API, the OAuth scopes each tool group needs, and the 18 tools the connector exposes.
- [Google Workspace](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/google-workspace.md): Google Workspace is a suite of productivity tools developed by Google, including Drive, Docs, Sheets, Slides, and more.
- [Grafana](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/grafana.md): Grafana is an open-source analytics and monitoring platform for visualizing time-series data from various data sources. It provides powerful dashbo...
- [Greenhouse](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/greenhouse.md): Greenhouse is one of the largest applicant tracking systems (ATS) and recruiting platforms. The Willow connector targets the [Harvest v3 API](https...
- [Gusto](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/gusto.md): Gusto is a comprehensive payroll, benefits, and HR platform designed for small to medium-sized businesses. With Gusto, organizations can manage emp...
- [Heap](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/heap.md): Heap is a digital analytics platform that automatically captures user interactions on websites and mobile apps. Unlike traditional analytics that r...
- [HiBob](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/hibob.md): HiBob (often just called "Bob") is a modern HR platform used to manage the full employee lifecycle — people records and custom fields, time off and...
- [Hotjar](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/hotjar.md): Hotjar is a behavior analytics and user feedback platform that helps businesses understand how users interact with their websites. With Hotjar, you...
- [HubSpot](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/hubspot.md): HubSpot is a leading customer relationship management (CRM) platform that helps businesses manage their sales, marketing, customer service, and ope...
- [Hyperproof](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/hyperproof.md): Hyperproof is a compliance operations platform that helps security and compliance teams manage controls, evidence (proof), risks, vendors, issues, ...
- [incident.io](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/incident-io.md): incident.io is an incident management and on-call platform. This connector covers incidents, alerts, escalations, follow-ups, teams, and the servic...
- [Built‑in Connectors (Premium)](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in.md): Use the Willow library of built‑in connectors, curated and maintained by Willow. This feature may require a Premium plan.
- [Intercom](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/intercom.md): Intercom is a customer messaging platform that helps businesses communicate with customers through live chat, email, in-app messages, and automated...
- [Microsoft Intune](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/intune.md): [Microsoft Intune](https://www.microsoft.com/security/business/microsoft-intune) is a cloud-based endpoint management service. The Willow connector...
- [Jamf Pro](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/jamf-pro.md): [Jamf Pro](https://www.jamf.com/products/jamf-pro/) is an Apple device management (MDM) platform for managing macOS, iOS, iPadOS, and tvOS devices ...
- [Jenkins](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/jenkins.md): Jenkins is an open-source automation server that enables developers to build, test, and deploy software through continuous integration and continuo...
- [Jira Server](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/jira-server.md): Jira Server (Data Center) is a self-hosted version of Jira for project management and issue tracking.
- [Jira](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/jira.md): Jira is a project management and issue tracking tool used for software development, task management, and agile project management.
- [Kubernetes](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/kubernetes.md): Kubernetes (K8s) is an open-source container orchestration platform that automates the deployment, scaling, and management of containerized applica...
- [Linear](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/linear.md): Linear is a modern issue tracking and project management tool designed for software teams to streamline workflows and ship faster. It helps teams p...
- [Looker](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/looker.md): Looker is a business intelligence platform owned by Google Cloud that enables organizations to explore data, create dashboards, and build data-driv...
- [Loom](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/loom.md): Loom is a video messaging platform for screen recordings that helps teams communicate asynchronously.
- [Mailchimp](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/mailchimp.md): Mailchimp is an email marketing and automation platform for managing audiences, campaigns, templates, and e-commerce integrations.
- [Microsoft Entra Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/microsoft-entra-admin.md): Microsoft Entra Admin is a dedicated Willow connector for **directory administration** through the Microsoft Graph API. It provides tools to list u...
- [Microsoft Teams](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/microsoft-teams.md): Microsoft Teams is a collaboration platform that combines workplace chat, video meetings, file storage, and application integration. This connector...
- [Miro Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/miro-admin.md): Miro Admin lists **Enterprise** organization members (email, role, license, and active status) and can remove a member from a team.
- [Mixpanel SCIM Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/mixpanel-scim-admin.md): Mixpanel SCIM Admin lists **Enterprise** organization members and can deactivate a member through Mixpanel's SCIM 2.0 API (`GET` / `PATCH /api/app/...
- [Mixpanel](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/mixpanel.md): Mixpanel is a product analytics platform that helps you understand how users interact with your digital products.
- [Monday](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/monday.md): Monday is a project management tool that helps teams plan, track, and manage their work.
- [MongoDB](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/mongodb.md): MongoDB is a document-oriented NoSQL database platform that provides flexible schema design, powerful querying capabilities, and horizontal scalabi...
- [NetSuite](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/netsuite.md): Oracle NetSuite is a cloud-based ERP (Enterprise Resource Planning) platform that combines accounting, financials, CRM, inventory and order managem...
- [New Relic](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/new-relic.md): New Relic is a comprehensive observability platform that provides real-time insights into application performance, infrastructure health, and user ...
- [Notion SCIM Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/notion-scim-admin.md): Notion SCIM Admin lists **Enterprise** workspace members and can deactivate a member through Notion's SCIM 2.0 API (`GET` / `PATCH /scim/v2/Users`).
- [Notion](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/notion.md): Notion is an all-in-one workspace for notes, tasks, wikis, and databases.
- [Okta](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/okta.md): Okta is an enterprise identity and access management platform that provides authentication, authorization, user management, and security features f...
- [Microsoft OneDrive](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/onedrive.md): Microsoft OneDrive is a cloud file storage and synchronization service that's part of Microsoft 365. This connector enables AI assistants to browse...
- [Microsoft Outlook Calendar](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/outlook-calendar.md): Microsoft Outlook Calendar is a scheduling and time management service that's part of Microsoft 365. This connector enables AI assistants to create...
- [Microsoft Outlook Mail](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/outlook-mail.md): Microsoft Outlook Mail is a professional email service that's part of Microsoft 365. This connector enables AI assistants to read, send, search, an...
- [PagerDuty](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/pagerduty.md): PagerDuty is an incident management platform that helps teams respond to and resolve critical incidents in real-time. It provides on-call schedulin...
- [PandaDoc](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/pandadoc.md): PandaDoc is a document workflow platform. This Willow connector lists workspace members (email, role, license, and active status) and removes a mem...
- [Pipedrive](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/pipedrive.md): Pipedrive is a sales-focused CRM platform that helps businesses manage deals, contacts, activities, and sales pipelines. With Pipedrive, sales team...
- [PostgreSQL](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/postgresql.md): PostgreSQL is a powerful, open-source relational database system known for its reliability, feature robustness, and performance. This connector ena...
- [PostHog](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/posthog.md): PostHog is an open-source product analytics platform that helps teams understand user behavior through events, feature flags, session recordings, c...
- [Power BI](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/powerbi.md): Microsoft Power BI is a business intelligence and analytics platform that enables users to visualize data, create interactive reports and dashboard...
- [Priority](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/priority.md): [Priority](https://www.priority-software.com) is an ERP platform covering financials, sales and purchase orders, invoicing, inventory, projects, se...
- [Pylon](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/pylon.md): Pylon is a customer support platform built for B2B companies. It unifies conversations from Slack, email, Microsoft Teams, chat widgets, Discord, W...
- [QuickBooks Online](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/quickbooks.md): QuickBooks Online is a cloud-based accounting software designed for small to medium-sized businesses. It provides comprehensive tools for managing ...
- [Redis Cloud](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/redis.md): Redis Cloud is a fully managed Redis service that provides database-as-a-service with enterprise-grade reliability, security, and performance. It e...
- [Rippling](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/rippling.md): Rippling is a unified HR, IT, and Finance platform. This connector reads workforce data (workers, departments, teams, work locations, levels, time ...
- [Salesforce](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/salesforce.md): Salesforce is the world's leading CRM platform for managing customer relationships, sales, service, and marketing.
- [Salesloft](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/salesloft.md): Salesloft is a revenue workflow platform. This Willow connector lists team members (email, active status, role, and seat package) and deactivates a...
- [Sentry](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/sentry.md): Sentry is an error monitoring and application performance monitoring platform that helps developers track, diagnose, and fix bugs in production app...
- [ServiceNow](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/servicenow.md): ServiceNow is an enterprise IT Service Management (ITSM) platform that helps organizations manage digital workflows for IT operations. It provides ...
- [Microsoft SharePoint](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/sharepoint.md): Microsoft SharePoint is a web-based collaboration platform that integrates with Microsoft 365, providing document management, storage, intranet, an...
- [Slack](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/slack.md): Slack is a team communication tool that allows you to chat, share files, and collaborate with your team.
- [Snipe-IT](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/snipe-it.md): [Snipe-IT](https://snipeitapp.com) is an open-source IT asset management platform for tracking hardware assets, licenses, accessories, consumables,...
- [Snowflake](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/snowflake.md): Snowflake is a cloud data warehouse platform that enables data storage, processing, and analytics with scalable compute and storage resources.
- [Splunk](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/splunk.md): Splunk is a leading platform for searching, monitoring, and analyzing machine-generated data from applications, systems, and infrastructure. It pro...
- [Stripe](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/stripe.md): Stripe is a leading payment processing platform that enables businesses to accept online payments, manage subscriptions, handle refunds, and proces...
- [Trello](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/trello.md): Trello is a web-based project management tool developed by Atlassian.
- [Twilio](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/twilio.md): Twilio is a cloud communications platform that provides programmable APIs for SMS, voice calls, video, WhatsApp messaging, and more. With Twilio, y...
- [VictoriaMetrics](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/victoria-metrics.md): VictoriaMetrics is a fast, cost-effective, and scalable monitoring solution and time-series database. It's fully compatible with Prometheus, offeri...
- [Willow Admin](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/willow-admin.md): The Willow Admin connector exposes Willow's own Admin API as an MCP server, so an AI client can manage users, groups, MCP servers, skills, toolkits...
- [Willow User](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/willow-user.md): The Willow User connector exposes Willow's User API as an MCP server, so a user's AI client can read and manage their own toolkits, skills, command...
- [Wiz](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/wiz.md): Wiz is a leading cloud security platform that provides agentless visibility, risk prioritization, and security graph analysis across multi-cloud en...
- [Workday](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/workday.md): Workday is an enterprise cloud platform providing unified solutions for Human Capital Management (HCM), Financial Management, and business operatio...
- [Xero](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/xero.md): Xero is cloud-based accounting software designed for small and medium-sized businesses. It provides comprehensive financial management capabilities...
- [Zendesk](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/zendesk.md): Zendesk is a comprehensive customer service platform that provides ticketing, messaging, live chat, and help center solutions for customer support ...
- [Zoom](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/zoom.md): Zoom is a video conferencing platform that enables teams to communicate and collaborate remotely.
- [ZoomInfo](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/built-in/zoominfo.md): ZoomInfo is a B2B sales intelligence and go-to-market platform that provides accurate contact and company data, intent signals, news, and Scoops (s...
- [Connectors](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors.md): Index of all MCP server connectors available in the Willow catalog, organized by category.
- [Atlassian (Rovo MCP)](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/official/atlassian.md): Connect Willow to Atlassian's official Rovo MCP Server (`https://mcp.atlassian.com/v1/mcp`) to give your AI assistants access to Jira, Confluence, ...
- [AWS (AWS MCP Server)](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/official/aws.md): Connect Willow to the [AWS MCP Server](https://docs.aws.amazon.com/agent-toolkit/latest/userguide/getting-started-aws-mcp-server.html), AWS's manag...
- [Docusign](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/official/docusign.md): Docusign's official MCP server gives AI agents access to agreements, envelopes and eSignature workflows through your Docusign account.
- [Figma Console MCP](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/official/figma-console-mcp.md): [Figma Console MCP](https://github.com/southleft/figma-console-mcp) is an open-source MCP server that bridges AI assistants to Figma Desktop — enab...
- [HiBob](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/official/hibob.md): HiBob appears twice in the catalog, and the two entries do different things:
- [incident.io](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/official/incident-io.md): incident.io appears twice in the catalog, and the two entries do different things:
- [Salesforce](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/official/salesforce.md): Salesforce's official MCP server lets AI agents connect to your org's CRM data, workflows, and metadata through a standardized interface.
- [SurveyMonkey](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/official/surveymonkey.md): SurveyMonkey's official MCP server gives agents access to surveys, collectors, and response data as the signed-in SurveyMonkey user. The endpoint i...
- [Willow Docs](https://docs.withwillow.ai/docs/admin/build/mcp-servers/connectors/official/willow-docs.md): Add the Willow Docs MCP server to your gateway so every user's AI tool can search and read the Willow documentation.
- [MCP Servers](https://docs.withwillow.ai/docs/admin/build/mcp-servers.md): Complete reference for the MCP Servers list: table columns, row actions, statuses, and CSV export.
- [Manage Tools](https://docs.withwillow.ai/docs/admin/build/mcp-servers/manage-tools.md): How to enable and disable tools, require approval, run a test call, and interpret tool states.
- [Risk Assessment](https://docs.withwillow.ai/docs/admin/build/mcp-servers/risk-assessment.md): How Willow scores the security posture of each MCP server: the overall risk score, the AI summary, and the Authentication, Tools, and Guards dimens...
- [MCP Server Settings Reference](https://docs.withwillow.ai/docs/admin/build/mcp-servers/settings-reference.md): Complete field reference for all six MCP server edit tabs: Overview, Setup, Tools, Resources, Prompts, and Settings.
- [Wrap an HTTP API as MCP Tools](https://docs.withwillow.ai/docs/admin/build/mcp-servers/wrap-an-api.md): Use the MCP from API connector to expose an existing HTTP API as MCP tools: authentication, base URL and headers, and the three ways to define each...
- [Plugin Components Reference](https://docs.withwillow.ai/docs/admin/build/plugins/components-reference.md): Reference for every plugin component type and its fields: skills, toolkits, commands, rules, hooks, sub-agents, and MCP servers.
- [Create a Plugin](https://docs.withwillow.ai/docs/admin/build/plugins/create-plugin.md): How to create a plugin, add components to it, and use the edit page and marketplace preview.
- [Distribute a Plugin](https://docs.withwillow.ai/docs/admin/build/plugins/distribute-plugin.md): How to publish a plugin, download it for local testing, sync it to GitHub, and install the marketplace in your agents.
- [Plugins](https://docs.withwillow.ai/docs/admin/build/plugins.md): Reference for the admin Plugins list and Plugin Settings: table columns, states, sync options, target platforms, and GitHub sync.
- [Plugin Settings](https://docs.withwillow.ai/docs/admin/build/plugins/plugin-settings.md): Reference for the Plugins Settings page: marketplace name, auto-create sync options, target platforms, GitHub sync, and the custom install command.
- [Create and Publish a Skill](https://docs.withwillow.ai/docs/admin/build/skills/create-and-publish.md): How to create a skill manually, upload one from a file, or import skills from GitHub, then publish it.
- [Skills](https://docs.withwillow.ai/docs/admin/build/skills.md): Reference for the admin Skills list: scopes, table columns, risk scores, the Add Skill menu, Skills Settings guard and review policies, review stat...
- [Skills Settings](https://docs.withwillow.ai/docs/admin/build/skills/skills-settings.md): Reference for the Skills Settings page: the Skill Guard Policy, the Skill Review Policy, and GitHub sync.
- [Create a Toolkit](https://docs.withwillow.ai/docs/admin/build/toolkits/create-toolkit.md): How to create a toolkit manually or with AI, choose tools, add prompts, and publish it to your organization.
- [Toolkit Edit Page Reference](https://docs.withwillow.ai/docs/admin/build/toolkits/edit-page-reference.md): Reference for the toolkit edit page: the details form and the Tools, Prompts, and Resources tabs, with every field.
- [Toolkits](https://docs.withwillow.ai/docs/admin/build/toolkits.md): Reference for the admin Toolkits list: scopes, table columns, content indicators, row actions, and publish states.
- [Claude Code Policy](https://docs.withwillow.ai/docs/admin/claude-code-policy.md): The **Agent Policies** page lets you build, store, and deploy [Claude Code managed settings](https://docs.anthropic.com/en/docs/claude-code/setting...
- [Dashboard](https://docs.withwillow.ai/docs/admin/dashboard.md): The dashboard is the landing page of the admin app. It greets you by name and summarizes AI usage and security posture across your organization.
- [Advanced Settings](https://docs.withwillow.ai/docs/admin/groups/advanced-settings.md): Reference for a group's Advanced Settings: auto-assign, draft visibility, admin sync, and the per-group token expiration override.
- [Create and Configure a Group](https://docs.withwillow.ai/docs/admin/groups/create-and-configure-a-group.md): How to create a group, add users, assign MCP servers, toolkits, and skills, and give users admin capabilities over it.
- [Groups](https://docs.withwillow.ai/docs/admin/groups.md): Reference for the admin Groups list: table columns, built-in groups, row actions, and group admin roles.
- [Claude Code](https://docs.withwillow.ai/docs/admin/install-marketplace/claude-code.md): This guide walks you through adding your Willow plugin marketplace to [Claude Code](https://docs.anthropic.com/en/docs/claude-code/plugins) (the CLI).
- [Claude (Organization)](https://docs.withwillow.ai/docs/admin/install-marketplace/claude.md): This guide walks you through adding your Willow plugin marketplace to [Claude](https://claude.ai) via the organization settings on claude.ai or the...
- [Codex](https://docs.withwillow.ai/docs/admin/install-marketplace/codex.md): This guide walks you through adding your Willow plugin marketplace to [OpenAI Codex](https://platform.openai.com/docs/codex).
- [Cursor](https://docs.withwillow.ai/docs/admin/install-marketplace/cursor.md): This guide walks you through adding your Willow plugin marketplace to [Cursor](https://cursor.com/docs/plugins).
- [GitHub Copilot](https://docs.withwillow.ai/docs/admin/install-marketplace/github-copilot.md): This guide walks you through adding your Willow plugin marketplace to [GitHub Copilot CLI](https://docs.github.com/en/copilot).
- [Install Marketplace](https://docs.withwillow.ai/docs/admin/install-marketplace.md): Overview of how to connect your Willow plugin marketplace to each supported AI client.
- [OpenCode](https://docs.withwillow.ai/docs/admin/install-marketplace/opencode.md): This guide walks you through using your Willow plugins in [OpenCode](https://opencode.ai).
- [Bitbucket Integration](https://docs.withwillow.ai/docs/admin/integrations/bitbucket.md): Reference for the Bitbucket integration: what gets synced, how bidirectional sync works, and where to configure it.
- [Set Up the Bitbucket Integration](https://docs.withwillow.ai/docs/admin/integrations/bitbucket/set-up.md): Create a Bitbucket OAuth consumer, configure its webhook, and connect it to Willow.
- [Bitbucket Integration Troubleshooting](https://docs.withwillow.ai/docs/admin/integrations/bitbucket/troubleshooting.md): Error types, resolution steps, and security best practices for the Bitbucket integration.
- [Claude Compliance Sync](https://docs.withwillow.ai/docs/admin/integrations/claude-compliance-sync.md): Bring your organization's Claude.ai chats and messages into Willow so you can
- [GitHub Integration](https://docs.withwillow.ai/docs/admin/integrations/github.md): Reference for the GitHub integration: what gets synced, how bidirectional sync works, and where to configure it.
- [Set Up the GitHub Integration](https://docs.withwillow.ai/docs/admin/integrations/github/set-up.md): Create a GitHub App, configure its permissions and webhook, and connect it to Willow.
- [GitHub Integration Troubleshooting](https://docs.withwillow.ai/docs/admin/integrations/github/troubleshooting.md): Error types, resolution steps, and security best practices for the GitHub integration.
- [Managed Marketplace Sync](https://docs.withwillow.ai/docs/admin/integrations/managed-marketplace.md): Managed Marketplace Sync lets Willow host a private GitHub repository on your behalf that always reflects the current state of your organization's ...
- [Sync Plugins from GitHub](https://docs.withwillow.ai/docs/admin/integrations/sync-plugins-from-github.md): Import plugins from one or more **external GitHub repositories** into your organization, and keep them fresh automatically. Point Willow at a repo ...
- [Machine Users](https://docs.withwillow.ai/docs/admin/machine-users.md): ![Machine Users](/img/pages/machine-users.png)
- [Users](https://docs.withwillow.ai/docs/admin/manage-users.md): ![Users](/img/pages/users.png)
- [Dashboards (custom analytics)](https://docs.withwillow.ai/docs/admin/monitor-analytics-dashboards.md): Create custom analytics dashboards from your own Explore queries: drag-and-drop visuals that load independently, plus shared dashboard-level filter...
- [Analytics Data Sources](https://docs.withwillow.ai/docs/admin/monitor-analytics-data-sources.md): Connect scanner discovery, agent OpenTelemetry, and Guard Hooks to Willow Analytics, and find the setup action for each source.
- [Explore (Analytics query builder)](https://docs.withwillow.ai/docs/admin/monitor-analytics-explore.md): Build ad-hoc analytics queries over Willow gateway and agent telemetry with a guided builder or the Willow Query Language (WQL), then visualize the...
- [Analytics](https://docs.withwillow.ai/docs/admin/monitor-analytics.md): Reference for the Analytics dashboard: date range and filters, summary metrics, usage and distribution charts, breakdown tables, and CSV export.
- [Investigate with Logs](https://docs.withwillow.ai/docs/admin/monitor-investigate-with-logs.md): Use the Logs page to investigate a failed authentication, a blocked guard action, a slow tool call, or an unauthorized call, and export the results...
- [Log Delivery](https://docs.withwillow.ai/docs/admin/monitor-log-delivery.md): Reference for the Log Delivery page: track delivery of audit logs to external providers, filter by provider, status, and trigger, and inspect failu...
- [Logs](https://docs.withwillow.ai/docs/admin/monitor-logs.md): Reference for the Logs page: action-type and advanced filters, table columns, the log details modal, and CSV export.
- [SCIM Logs](https://docs.withwillow.ai/docs/admin/monitor-scim-logs.md): Reference for the SCIM Logs page: what is logged, Method/Resource Type/Status filters, log entries, CSV export, and troubleshooting.
- [Monitor](https://docs.withwillow.ai/docs/admin/monitor.md): Overview of Willow's observability surfaces: the dashboard, analytics, logs, alerts, and token analytics.
- [Roles](https://docs.withwillow.ai/docs/admin/roles.md): View the built-in admin roles and create custom roles with fine-grained permission scopes.
- [Config Deployment](https://docs.withwillow.ai/docs/admin/security/ai-discovery/config-deployment.md): Push AI agent config files to developer machines through the Scan Agent, target them with rules, and fill in per-user dynamic values and secrets.
- [The AI Discovery dashboard](https://docs.withwillow.ai/docs/admin/security/ai-discovery/dashboard.md): What each tab of the AI Discovery dashboard shows, and how to read discovered MCP servers, skills, agent memory, AI agents, devices, and OAuth flows.
- [Deploy with GPO](https://docs.withwillow.ai/docs/admin/security/ai-discovery/deploy-scan-agent/gpo.md): Deploy the Willow Scan Agent to domain-joined Windows devices using Group Policy.
- [Deploy Scan Agent with MDM](https://docs.withwillow.ai/docs/admin/security/ai-discovery/deploy-scan-agent.md): Deploy the Willow Scan Agent to managed devices through your MDM provider.
- [Deploy with Intune](https://docs.withwillow.ai/docs/admin/security/ai-discovery/deploy-scan-agent/intune.md): Deploy the Willow Scan Agent to managed Windows devices using Microsoft Intune.
- [Deploy with Iru](https://docs.withwillow.ai/docs/admin/security/ai-discovery/deploy-scan-agent/iru.md): Deploy the Willow Scan Agent to managed Apple devices using Iru (formerly Kandji).
- [Deploy with Jamf](https://docs.withwillow.ai/docs/admin/security/ai-discovery/deploy-scan-agent/jamf.md): Deploy the Willow Scan Agent for macOS devices using Jamf Pro.
- [Deploy with JumpCloud](https://docs.withwillow.ai/docs/admin/security/ai-discovery/deploy-scan-agent/jumpcloud.md): Deploy the Willow Scan Agent using JumpCloud device management.
- [Deploy with Mosyle](https://docs.withwillow.ai/docs/admin/security/ai-discovery/deploy-scan-agent/mosyle.md): Deploy the Willow Scan Agent to managed Mac devices using Mosyle.
- [Deploy Willow Guard Browser Extension](https://docs.withwillow.ai/docs/admin/security/ai-discovery/deploy-willow-guard-browser-extension.md): Deploy the Willow Guard browser extension through Chrome and Edge managed policy.
- [Install the Scan Agent manually](https://docs.withwillow.ai/docs/admin/security/ai-discovery/install-manually.md): Install the Willow Scan Agent on a small number of devices without an MDM, for testing before a broad rollout.
- [JumpCloud device attribution](https://docs.withwillow.ai/docs/admin/security/ai-discovery/jumpcloud-service-account.md): Attribute scanned devices to their owners with a read-only JumpCloud service account.
- [Policy Rules](https://docs.withwillow.ai/docs/admin/security/ai-discovery/policy-rules.md): Create, scope, and publish enforcement policy rules that allow, warn on, or block discovered MCP servers and skills.
- [What the Scan Agent does](https://docs.withwillow.ai/docs/admin/security/ai-discovery/scan-agent-features.md): Every responsibility of the Willow Scan Agent on a managed device, from discovery and reporting to policy enforcement, guard hooks, telemetry, and ...
- [Scan Agent reference](https://docs.withwillow.ai/docs/admin/security/ai-discovery/scan-agent-reference.md): Downloads, connection values, management commands, install paths, configuration fields, and the webhook API for the Willow Scan Agent.
- [AI Discovery (Shadow AI)](https://docs.withwillow.ai/docs/admin/security/ai-discovery.md): Discover MCP servers, skills, and AI tools running on developer machines across your organization.
- [Restrict GitHub Copilot to the Willow Gateway](https://docs.withwillow.ai/docs/admin/security/enforce-mcp-registry-copilot.md): Lock GitHub Copilot down so it can only use MCP servers reached through your Willow gateway, using GitHub's enterprise MCP registry pointed at Will...
- [Guard Check Types](https://docs.withwillow.ai/docs/admin/security/guards/check-types.md): The five check types a guard can use (Built-in, Regex, JSONata, LLM, and Function), their configuration fields, how certainty combines into a guard...
- [Create a Guard](https://docs.withwillow.ai/docs/admin/security/guards/create-a-guard.md): Build a custom guard from scratch: choose runtime or build-time, add checks by hand or with AI, set the threshold and action, scope it with filters...
- [Databricks AI Gateway](https://docs.withwillow.ai/docs/admin/security/guards/databricks-ai-gateway.md): Enforce your runtime guards inside Databricks Unity AI Gateway with an External service policy — Willow allows or denies every governed model and M...
- [The Guard Editor](https://docs.withwillow.ai/docs/admin/security/guards/guard-editor.md): Reference for the guard editor's four tabs: Overview, Checks, Filters, and Settings, including the Behavior message, Check Sync auto-sync, scope le...
- [Guard Hooks](https://docs.withwillow.ai/docs/admin/security/guards/guard-hooks.md): Connect Claude Code, Cursor, and Codex to your runtime guards with lifecycle hooks, packaged as the Willow Guard Hooks plugin and enforced org-wide...
- [Guards](https://docs.withwillow.ai/docs/admin/security/guards.md): The Guards page reference: runtime and build-time tabs, the guard list, row actions, thresholds and actions, the guard editor, and the built-in gua...
- [Inference Hooks](https://docs.withwillow.ai/docs/admin/security/guards/inference-hooks.md): Enforce your runtime guards inside Claude Enterprise with Anthropic Inference hooks — Willow acts as the AI security server that allows or denies e...
- [Guards Playground](https://docs.withwillow.ai/docs/admin/security/guards/playground.md): Test a guard against sample content before you publish it: open the Playground, choose runtime or build-time, enter one input or upload a CSV, and ...
- [Prompt Guard](https://docs.withwillow.ai/docs/admin/security/guards/prompt-guard.md): Enforce your runtime guards on web AI chats such as ChatGPT, Claude, and Gemini, using the Willow Guard browser extension.
- [Guard Providers](https://docs.withwillow.ai/docs/admin/security/guards/providers.md): Connect external content-safety engines to Willow's runtime guards: Alice, Prompt Security, and a Custom Webhook, including all configuration field...
- [Guard Setup & Coverage](https://docs.withwillow.ai/docs/admin/security/guards/setup-and-coverage.md): See which AI surfaces your runtime guards actually reach, and start the right setup for each one: inference hooks, guard hooks, Prompt Guard, and C...
- [Security](https://docs.withwillow.ai/docs/admin/security.md): Overview of Willow's security controls: the Security Center, Radar, Guards, Rate Limits, Vault, and AI Discovery.
- [Agents & MCP](https://docs.withwillow.ai/docs/admin/security/radar/agents-mcp.md): Radar KPIs for what autonomous agents are allowed to do, how much of that permission they use, and who approves the dangerous parts.
- [Data Exposure](https://docs.withwillow.ai/docs/admin/security/radar/data-exposure.md): Radar KPIs for secrets, personal data, and source code reaching AI tools, and whether anything inspects prompts and responses.
- [Identity & Access](https://docs.withwillow.ai/docs/admin/security/radar/identity-access.md): Radar KPIs for how AI tools and agents authenticate, who owns them, and whether their credentials are short-lived and scoped.
- [Radar](https://docs.withwillow.ai/docs/admin/security/radar.md): Overview of Radar: the posture chart, how KPI and category scores are calculated, how to read a KPI row and its detail panel, and the five category...
- [Monitoring & Incidents](https://docs.withwillow.ai/docs/admin/security/radar/monitoring-incidents.md): Radar KPIs for whether AI activity reaches your SIEM, how long you keep the logs, and how quickly your team reviews alerts.
- [Shadow AI](https://docs.withwillow.ai/docs/admin/security/radar/shadow-ai.md): Radar KPIs for AI tools, MCP servers, skills, and accounts in use without approval, and how much of that traffic you can see.
- [Rate Limits](https://docs.withwillow.ai/docs/admin/security/rate-limits.md): Cap tool-call volume per user with scoped rate-limit policies: set the limit and window, narrow the policy with group and MCP server filters, and m...
- [User Risk Score](https://docs.withwillow.ai/docs/admin/security/user-risk-score.md): Score users 0-100 on identity risk, import scores from CrowdStrike Falcon Identity Protection, and gate MCP access on the result.
- [AI Settings](https://docs.withwillow.ai/docs/admin/settings/ai-settings.md): Connect your own AI provider to power the AI features across Willow, from generating toolkits to summarizing MCP server risk.
- [Beta Features](https://docs.withwillow.ai/docs/admin/settings/beta-features.md): Beta Features is a section of **Settings** that turns experimental capabilities on and off for your organization. Several documented Willow feature...
- [Configure a Custom Gateway Domain](https://docs.withwillow.ai/docs/admin/settings/configure-custom-gateway-domain.md): Set up a custom gateway domain from Gateway Settings so users can connect through your organization's own domain.
- [End-User Settings](https://docs.withwillow.ai/docs/admin/settings/end-user.md): Reference for the End-User Settings panel: MCP connection format, user MCP policy, user-created skills and plugins, integration stats, custom insta...
- [Gateway Settings](https://docs.withwillow.ai/docs/admin/settings/gateway-settings.md): Find your organization's connect and run URLs, and manage the gateways your users connect through.
- [General Settings](https://docs.withwillow.ai/docs/admin/settings/general.md): General Settings holds your organization's identity in Willow: the name people see, and the slug that identifies your organization.
- [Coralogix](https://docs.withwillow.ai/docs/admin/settings/logs/coralogix.md): Stream audit logs to Coralogix for full-stack observability.
- [CrowdStrike (Falcon LogScale / NG-SIEM)](https://docs.withwillow.ai/docs/admin/settings/logs/crowdstrike.md): Forward audit logs to CrowdStrike Falcon LogScale or NG-SIEM via the HEC-compatible ingest endpoint, and normalize them with the Willow CPS parser.
- [Google SecOps](https://docs.withwillow.ai/docs/admin/settings/logs/google-secops.md): Forward audit logs to Google Security Operations (Chronicle) with the Chronicle API's logs:import method, so they can be parsed, searched, and used...
- [Grafana Loki](https://docs.withwillow.ai/docs/admin/settings/logs/grafana-loki.md): Push audit logs to a Grafana Loki instance for querying with LogQL.
- [Log Settings](https://docs.withwillow.ai/docs/admin/settings/logs.md): Reference for the Log Settings section: what gets written to logs, audit log retention, log providers, and Anonymous Mode.
- [OTLP proxy](https://docs.withwillow.ai/docs/admin/settings/logs/otlp-proxy.md): Send Claude Code, Codex, Cowork, and Scan Agent telemetry to your collector first, then forward OTLP/HTTP JSON to Willow.
- [Panther](https://docs.withwillow.ai/docs/admin/settings/logs/panther.md): Forward audit logs to Panther via an HTTP log source, so they can be searched, normalized, and used in detections.
- [AWS S3](https://docs.withwillow.ai/docs/admin/settings/logs/s3.md): Forward audit logs to an S3 bucket you own, and onboard them into a SIEM such as Panther that ingests from S3.
- [Splunk (HEC)](https://docs.withwillow.ai/docs/admin/settings/logs/splunk.md): Forward audit logs to Splunk via the HTTP Event Collector.
- [Webhook](https://docs.withwillow.ai/docs/admin/settings/logs/webhook.md): Send audit logs to any HTTP endpoint for custom processing.
- [On‑Prem](https://docs.withwillow.ai/docs/admin/settings/on-prem.md): **On-Prem** is its own item in the admin sidebar, under **Admin** — it is not a section inside **Settings**. It appears only when your organization...
- [Online AI Chat](https://docs.withwillow.ai/docs/admin/settings/online-ai-chat.md): How Willow's in-app chat is turned on for an organization so users can work with their MCP tools from Chat.
- [Security Settings](https://docs.withwillow.ai/docs/admin/settings/security.md): Security Settings is where you set organization-wide security defaults: which clients may reach your MCP, what happens to unapproved MCP servers an...
- [Settings](https://docs.withwillow.ai/docs/admin/settings.md): ![Settings](/img/pages/settings.png)
- [Auth Exchange](https://docs.withwillow.ai/docs/admin/sso-and-auth/auth-exchange.md): Let clients authenticate to the Willow MCP gateway with a JWT from your own identity provider, with no browser sign-in and no OAuth flow.
- [Configure ADFS](https://docs.withwillow.ai/docs/admin/sso-and-auth/configure-sso/adfs.md): How to set up Active Directory Federation Services (ADFS) as your Willow SSO provider.
- [Configure Auth0](https://docs.withwillow.ai/docs/admin/sso-and-auth/configure-sso/auth0.md): How to set up Auth0 as your Willow SSO provider.
- [Configure Entra ID](https://docs.withwillow.ai/docs/admin/sso-and-auth/configure-sso/azure-ad.md): How to set up Microsoft Entra ID as your Willow SSO provider.
- [Configure GitHub](https://docs.withwillow.ai/docs/admin/sso-and-auth/configure-sso/github.md): How to set up GitHub as your Willow SSO provider.
- [Configure Google Workspace](https://docs.withwillow.ai/docs/admin/sso-and-auth/configure-sso/google.md): How to set up Google Workspace as your Willow SSO provider.
- [Configure SSO](https://docs.withwillow.ai/docs/admin/sso-and-auth/configure-sso.md): How to connect an SSO provider to Willow and configure JWT passthrough for internal MCP servers.
- [Configure JumpCloud](https://docs.withwillow.ai/docs/admin/sso-and-auth/configure-sso/jumpcloud.md): How to set up JumpCloud as your Willow SSO provider using a Custom OIDC App.
- [Configure Keycloak](https://docs.withwillow.ai/docs/admin/sso-and-auth/configure-sso/keycloak.md): How to set up Keycloak as your Willow SSO provider.
- [Configure Okta](https://docs.withwillow.ai/docs/admin/sso-and-auth/configure-sso/okta.md): How to set up Okta as your Willow SSO provider using the Willow app in the Okta Integration Network.
- [Configure OneLogin](https://docs.withwillow.ai/docs/admin/sso-and-auth/configure-sso/onelogin.md): How to set up OneLogin as your Willow SSO provider using an OpenID Connect app.
- [Enterprise-Managed Authentication](https://docs.withwillow.ai/docs/admin/sso-and-auth/enterprise-managed-authentication.md): Let Claude connect to Willow on behalf of your users through Okta Cross App Access, with no sign-in prompt.
- [SSO and Authentication](https://docs.withwillow.ai/docs/admin/sso-and-auth.md): Overview of authentication options in Willow: SSO providers, SCIM provisioning, and the User MCP Policy.
- [JWT Passthrough](https://docs.withwillow.ai/docs/admin/sso-and-auth/jwt-passthrough.md): How to configure JWT passthrough so your SSO identity is forwarded automatically to internal MCP servers.
- [SCIM Provisioning](https://docs.withwillow.ai/docs/admin/sso-and-auth/scim-provisioning.md): How to configure SCIM automated provisioning and deprovisioning with Okta, JumpCloud, or another IdP.
- [SCIM with JumpCloud](https://docs.withwillow.ai/docs/admin/sso-and-auth/scim-provisioning/jumpcloud.md): How to configure SCIM provisioning between JumpCloud and Willow for automated user and group lifecycle management.
- [SCIM with Okta](https://docs.withwillow.ai/docs/admin/sso-and-auth/scim-provisioning/okta.md): How to configure SSO and SCIM provisioning between Okta and Willow using the Willow app in the Okta Integration Network.
- [User MCP Policy](https://docs.withwillow.ai/docs/admin/sso-and-auth/user-mcp-policy.md): How to configure whether users can add their own MCP servers: None, Needs Approval, or Allow.
- [Add and Configure Your First MCP Server](https://docs.withwillow.ai/docs/admin/tutorials/add-mcp-server.md): Step-by-step guide to adding an MCP server, configuring authentication, verifying tools, and assigning access.
- [Set Up Client-Credentials Auth for a Machine User with Okta](https://docs.withwillow.ai/docs/admin/tutorials/client-credentials-okta.md): Configure Okta and Willow so a machine user can reach an internal MCP server that uses proxy passthrough.
- [Enable a Guard and See It Fire](https://docs.withwillow.ai/docs/admin/tutorials/enable-a-guard.md): Step-by-step guide to enabling a runtime guard, triggering it with a test call, and verifying the decision in logs.
- [Set Up Willow for the First Time](https://docs.withwillow.ai/docs/admin/tutorials/first-time-setup.md): Guided first-time admin setup following the onboarding checklist. Ends with a verified tool call visible in logs.
- [Tutorials](https://docs.withwillow.ai/docs/admin/tutorials.md): Guided lessons that teach Willow by building something, and task guides for a specific job you have already decided to do.
- [Invite Users and Manage Access with Groups](https://docs.withwillow.ai/docs/admin/tutorials/invite-users-and-groups.md): Step-by-step guide to inviting users, creating a group, assigning MCP servers, and verifying user access.
- [Make MCP Servers, Toolkits, Skills, and AI Tools Available to Users](https://docs.withwillow.ai/docs/admin/tutorials/make-resources-available-to-users.md): Publish and assign MCP servers, toolkits, and skills to specific groups or all users, enable AI tools organization-wide, and verify the end-user ex...
- [Create Your First Plugin](https://docs.withwillow.ai/docs/admin/tutorials/package-and-publish-plugin.md): Step-by-step guide to creating a plugin, adding a skill, and making it available to end users through the Plugins tab.
- [User Settings](https://docs.withwillow.ai/docs/admin/user-settings.md): Reference for your own profile in the admin dashboard: display name, avatar, email, and the account menu.
- [OAuth Authorization Server](https://docs.withwillow.ai/docs/advanced-capabilities/oauth-authorization-server.md): Willow exposes a full OAuth 2.0 / OpenID Connect authorization server that HTTP MCP clients use to authenticate users. This page documents every en...
- [SCIM Provisioning](https://docs.withwillow.ai/docs/advanced-capabilities/scim.md): SCIM (System for Cross‑domain Identity Management) is an open standard for automating user and group provisioning between identity providers (IdPs)...
- [Choose a template](https://docs.withwillow.ai/docs/claude-code-policy/choose-a-template.md): The first stage is the **Build your Claude Code policy** dialog. It opens automatically on your first visit, and you can reopen it anytime with the...
- [Edit your policy](https://docs.withwillow.ai/docs/claude-code-policy/edit-your-policy.md): After you apply a template, you land in the editor. This is where you review and fine-tune the policy before exporting it. The toolbar at the top h...
- [Export & deploy](https://docs.withwillow.ai/docs/claude-code-policy/export-and-deploy.md): When your policy is ready, click **Export** in the editor toolbar. The export dialog offers three ways to deploy, each tailored to a different envi...
- [Overview](https://docs.withwillow.ai/docs/claude-code-policy/overview.md): The **Policy Builder** is a visual tool for creating and deploying [Claude Code managed settings](https://docs.anthropic.com/en/docs/claude-code/se...
- [Agent Harness Configuration Reference](https://docs.withwillow.ai/docs/deployment/background-agents-harness-reference.md): Every Helm value for the Willow agent harness, the infrastructure configuration schema, the three secret providers, GitOps configuration, and the c...
- [Background Agents on Kubernetes](https://docs.withwillow.ai/docs/deployment/background-agents-k8s-deployment.md): Deploy the Willow agent harness in your own Kubernetes cluster with a single Helm chart. Willow stays the source of truth for every agent; the harn...
- [Bring your own ClickHouse](https://docs.withwillow.ai/docs/deployment/clickhouse.md): Point an on-prem Willow deployment at your own ClickHouse so logs, telemetry, and analytics land in your cluster. Schema is applied automatically; ...
- [Egress Allowlist](https://docs.withwillow.ai/docs/deployment/egress-allowlist.md): Export the list of hosts your Willow deployment needs to reach through your firewall, and optionally record the upstreams that stdio MCP servers re...
- [TLS and Inbound Reachability](https://docs.withwillow.ai/docs/deployment/endpoint-tls-and-reachability.md): Choose and install the TLS certificate your Willow endpoint needs, and diagnose a hostname that resolves but refuses to connect. Covers cert-manage...
- [Hybrid Deployment](https://docs.withwillow.ai/docs/deployment/hybrid.md): Run AI tool execution on your infrastructure while Willow manages everything else. Combine the security of on-prem with the simplicity of SaaS.
- [On-Prem Deployment](https://docs.withwillow.ai/docs/deployment/on-prem.md): Run every component of Willow inside your own Kubernetes cluster using the official Helm chart. No external dependencies at runtime, no data leaves...
- [Deployment Options](https://docs.withwillow.ai/docs/deployment/overview.md): Willow supports three deployment models — SaaS, Hybrid, and On-Prem — so you can choose the right balance of simplicity and control for your organi...
- [Production Sizing and Hardening](https://docs.withwillow.ai/docs/deployment/production-sizing-and-hardening.md): How many nodes, which instance types, how much CPU and memory per service, when to autoscale, and the production settings the chart leaves to you. ...
- [On-Prem OAuth (Run-Hosted Connect)](https://docs.withwillow.ai/docs/deployment/run-hosted-oauth.md): Serve the OAuth connect flow from your own run gateway so the authorization-code exchange and token encryption happen inside your infrastructure, a...
- [SaaS Deployment](https://docs.withwillow.ai/docs/deployment/saas.md): The fastest way to deploy Willow. We host and manage everything — runtime, admin console, authentication, and infrastructure.
- [Accept Per-User API Keys from Willow](https://docs.withwillow.ai/docs/developers/accept-api-keys.md): Receive and validate the per-user API key Willow forwards in Proxy API Key mode, in the default Authorization header or a custom header.
- [Build an MCP Server Behind Willow](https://docs.withwillow.ai/docs/developers/build-mcp-server.md): Run an internal MCP server that Willow proxies to, and validate the token Willow forwards based on the server's auth mode.
- [Build an OAuth-Protected MCP Server for Willow](https://docs.withwillow.ai/docs/developers/build-oauth-mcp-server.md): Implement the OAuth endpoints Willow's Proxy OAuth mode expects: discovery metadata, dynamic client registration, authorization, and token exchange.
- [Willow Docs MCP Server](https://docs.withwillow.ai/docs/developers/docs-mcp.md): Search and read the Willow documentation from any AI tool through a public, read-only MCP server, optionally scoped to admin guides, user guides, o...
- [Programmatic Gateway Access](https://docs.withwillow.ai/docs/developers/gateway-api.md): Call the Willow MCP gateway from a script: endpoint, machine-user authentication, the MCP handshake, and tool namespacing.
- [How Identities Authenticate](https://docs.withwillow.ai/docs/developers/how-identities-authenticate.md): How human and machine identities authenticate to Willow at the front door and how their credentials flow to downstream MCP servers.
- [Developers](https://docs.withwillow.ai/docs/developers.md): Build against the Willow gateway: authenticate programmatically, call MCP tools, and stand up internal MCP servers.
- [Make Your First Gateway Call with a Machine User](https://docs.withwillow.ai/docs/developers/machine-user-first-call.md): Create a machine user and make an authenticated MCP tool call to the Willow gateway from a script.
- [Authenticate a Slack Agent](https://docs.withwillow.ai/docs/developers/slack-agent-authentication.md): A worked example: resolve the Slack user who triggered your bot to an email address, then decide whether to impersonate them, ask them to sign in w...
- [Tutorial: Build an API-Key MCP Server with Express](https://docs.withwillow.ai/docs/developers/tutorial-api-key-mcp-express.md): Build and connect a working Proxy API Key MCP server with Node.js and Express, and validate the per-user key Willow forwards.
- [Tutorial: Build an OAuth MCP Server with Express](https://docs.withwillow.ai/docs/developers/tutorial-oauth-mcp-express.md): Build and connect a working Proxy OAuth MCP server with Node.js and Express, from empty folder to a passing tool call in Willow.
- [User Session Authentication](https://docs.withwillow.ai/docs/developers/user-ott-auth-flow.md): How a desktop MCP client authenticates a human user: mint a one-time token, open a signed sign-in URL, and poll until the token is bound to that user.
- [How Agents Authenticate to Willow](https://docs.withwillow.ai/docs/general/agent-connection-methods.md): Choosing how an agent authenticates to the Willow gateway: auth exchange, enterprise-managed authentication, impersonation, OAuth, OTT, or a machin...
- [Authentication: Connector vs Proxy Modes](https://docs.withwillow.ai/docs/general/authentication-modes.md): Why the authentication modes on an MCP server's Setup tab differ from one server to the next, and what determines which set you get.
- [Guards: Runtime vs Build-time](https://docs.withwillow.ai/docs/general/guards-runtime-vs-buildtime.md): How Willow's two guard categories work, what each protects against, and why they fire at different points.
- [How Willow Works](https://docs.withwillow.ai/docs/general/how-willow-works.md): What happens between an AI client sending a request and a tool responding, and what Willow controls at each point.
- [Identity and Permissions](https://docs.withwillow.ai/docs/general/identity-and-permissions.md): How Willow RBAC works across admin roles, end-user groups, machine users, and object scope.
- [What is Willow?](https://docs.withwillow.ai/docs/general.md): Willow is an enterprise AI governance platform that sits between AI clients and the tools they can access.
- [The Object Model](https://docs.withwillow.ai/docs/general/object-model.md): What MCP Servers, Toolkits, Skills, Commands, and Plugins are, and how they relate to each other.
- [How Willow Assesses Risk](https://docs.withwillow.ai/docs/general/risk-assessment.md): The risk model that runs across Willow: risk bands, where risk is assessed (managed integrations vs discovered capabilities), and every surface tha...
- [Security Center](https://docs.withwillow.ai/docs/security/security-center.md): Review your organization's security setup and follow recommendations to harden your deployment. The Security Center brings your posture together in...
- [Vault](https://docs.withwillow.ai/docs/security/vault.md): The Vault provides secure, encrypted storage for sensitive values like API keys, database passwords, and authentication tokens. Secrets stored in t...
- [Enable Token Usage Analytics](https://docs.withwillow.ai/docs/token-optimization-and-analytics/enable-token-usage-analytics.md): Turn on the Token Usage Analytics beta feature from Admin Settings.
- [Token Optimization and Analytics](https://docs.withwillow.ai/docs/token-optimization-and-analytics.md): See what your AI agents spend on tokens across MCP servers, toolkits, skills, tool responses, and conversations. Then reduce that spend with recomm...
- [MCP Context](https://docs.withwillow.ai/docs/token-optimization-and-analytics/mcp-context.md): Review MCP servers ranked by context token footprint from tool descriptions and input schemas.
- [Output Format Optimization](https://docs.withwillow.ai/docs/token-optimization-and-analytics/output-format-optimization.md): Set the tool output format from the Token Optimization Settings panel and test formats in the Playground.
- [Review Token Usage](https://docs.withwillow.ai/docs/token-optimization-and-analytics/review-token-usage.md): Read the Dashboard, Analytics, and Optimize views on Monitor > Tokens: spend, cost drivers, recommendations, and the context inventory.
- [Skill Token Analysis](https://docs.withwillow.ai/docs/token-optimization-and-analytics/skill-token-analysis.md): Find oversized skills and extract long content into on-demand references.
- [Tool Response Optimization](https://docs.withwillow.ai/docs/token-optimization-and-analytics/tool-response-optimization.md): Find high-token tool responses without mappings and reduce output tokens.
- [Toolkit Context](https://docs.withwillow.ai/docs/token-optimization-and-analytics/toolkit-context.md): Review toolkits ranked by context token footprint and use curated tool subsets to reduce initial context.
- [Usage Policies](https://docs.withwillow.ai/docs/token-optimization-and-analytics/usage-policies.md): Limit how long conversations can get, give expensive models a monthly budget, and deploy the Usage Hooks plugin that enforces these two limits on e...

## User Documentation

- [Analytics](https://docs.withwillow.ai/user/analytics.md): Click **Analytics** in the sidebar to see your own tool usage: how many calls you've made, which servers and AI clients you lean on, how often call...
- [Background Agents](https://docs.withwillow.ai/user/background-agents.md): View the background agents assigned to you, connect them to your AI host, request more tools or skills, and manage their credentials.
- [Chat with Your MCP Tools](https://docs.withwillow.ai/user/chat.md): Use Willow Chat to ask questions, choose which MCP servers are available, and see when a response calls a tool.
- [Claude Guard for Claude in Chrome](https://docs.withwillow.ai/user/claude-guard.md): Claude Guard is a lightweight Chrome extension that acts as a request guardian while a **Claude browser agent** ("Claude in Chrome") is active on a...
- [Create Commands](https://docs.withwillow.ai/user/creating-content/commands/creating-commands.md): Commands are reusable text templates invoked by typing `/slug` in your AI client. They belong to you and are private by default; your admin cannot ...
- [Create Your First Command](https://docs.withwillow.ai/user/creating-content/commands/first-command.md): Commands are reusable text templates. When you type `/command-name` in your AI client, the command expands into its full content. This tutorial wal...
- [Create Skills](https://docs.withwillow.ai/user/creating-content/skills/creating-skills.md): Skills are Markdown documents that instruct your AI on how to approach a task. There are three ways to create them.
- [Create Your First Skill in 15 Minutes](https://docs.withwillow.ai/user/creating-content/skills/first-skill.md): In this tutorial you'll create a code review checklist skill, from the first form field to seeing it live in your Skills list.
- [Understanding Skills](https://docs.withwillow.ai/user/creating-content/skills/understanding-skills.md): A skill is a Markdown document that gives your AI instructions, context, or domain knowledge. A skill doesn't call any API or take any action. It's...
- [How Willow Works for You](https://docs.withwillow.ai/user/getting-started/how-willow-works-for-you.md): Willow sits between your AI client and your organization's tools. Every tool call your AI makes goes through Willow first. Willow checks who you ar...
- [Getting Started](https://docs.withwillow.ai/user/getting-started/onboarding.md): From your invite email to running your first tool call in under 10 minutes.
- [Browse and Enable MCP Servers](https://docs.withwillow.ai/user/managing-tools/browse-and-enable.md): Click **MCP Servers** in the sidebar to see every tool server your admin has made available to you. Use the search bar or the **Last Used**, **Stat...
- [Connect Your AI Client](https://docs.withwillow.ai/user/mcp-servers/connect-mcp.md): Get your AI client talking to Willow in under 5 minutes.
- [Connection Methods](https://docs.withwillow.ai/user/mcp-servers/connection-methods.md): The **Connect MCP** modal offers three ways to connect an AI client to Willow. They serve different needs, and the choice determines what tools you...
- [MCP Servers](https://docs.withwillow.ai/user/mcp-servers.md): Manage your Model Context Protocol servers and their available tools.
- [Connect ChatGPT to Willow](https://docs.withwillow.ai/user/mcp-servers/per-client/chatgpt.md): Use ChatGPT with your organization's Willow tools.
- [Connect Claude Code to Willow](https://docs.withwillow.ai/user/mcp-servers/per-client/claude-code.md): Get the Claude Code CLI talking to Willow and verified in under 5 minutes.
- [Connect Claude Desktop to Willow](https://docs.withwillow.ai/user/mcp-servers/per-client/claude-desktop.md): Connect the [Claude Desktop](https://claude.ai/download) app to your Willow workspace using the **Willow extension**. Once installed, all the tools...
- [Connect Claude Web to Willow](https://docs.withwillow.ai/user/mcp-servers/per-client/claude-web.md): Use Claude on claude.ai with your organization's Willow tools.
- [Connect Codex to Willow](https://docs.withwillow.ai/user/mcp-servers/per-client/codex.md): Use the OpenAI Codex CLI with your organization's Willow tools.
- [Connect Cursor to Willow](https://docs.withwillow.ai/user/mcp-servers/per-client/cursor.md): Get Cursor connected and running your first tool call.
- [Connect Devin Desktop (Formerly Windsurf) to Willow](https://docs.withwillow.ai/user/mcp-servers/per-client/devin-desktop.md): Use Devin Desktop with your organization's Willow tools through the Cascade MCP Marketplace.
- [Per-Client Setup](https://docs.withwillow.ai/user/mcp-servers/per-client.md): Detailed connection instructions for each AI client.
- [Connect OpenCode to Willow](https://docs.withwillow.ai/user/mcp-servers/per-client/opencode.md): OpenCode comes in two forms: **OpenCode Terminal** (TUI) and **OpenCode Desktop** (GUI). This guide covers both.
- [Connect VS Code to Willow](https://docs.withwillow.ai/user/mcp-servers/per-client/vscode.md): Get GitHub Copilot in VS Code talking to Willow.
- [Create a Toolkit with AI](https://docs.withwillow.ai/user/organizing-work/create-toolkit-with-ai.md): Describe the agent you want in plain language and let Willow assemble the toolkit for you: it picks the right tools from your connected integration...
- [Create a Toolkit](https://docs.withwillow.ai/user/organizing-work/create-toolkit.md): Bundle your tools, skills, and commands for a specific workflow.
- [Edit a Toolkit](https://docs.withwillow.ai/user/organizing-work/edit-toolkit.md): Configure the tools, prompts, and resources in a toolkit you own.
- [Install Plugins from Connect](https://docs.withwillow.ai/user/organizing-work/plugins.md): A plugin bundles skills, tools, rules, and more into a single unit your coding agent can install at once. When your admin publishes plugins, you ca...
- [Toolkits](https://docs.withwillow.ai/user/organizing-work/toolkits.md): A toolkit bundles tools, prompts, and resources together for a specific workflow.
- [CLI](https://docs.withwillow.ai/user/reference/cli.md): `mcp-s-cli` is a command-line tool for connecting AI clients to Willow without a desktop app. Use it from a terminal, in CI/CD pipelines, or anywhe...
- [FAQ](https://docs.withwillow.ai/user/reference/faq.md): Yes. Each client gets its own MCP configuration, but they all authenticate as you. You can have Cursor, Claude Code, and VS Code all connected simu...
- [Get Support](https://docs.withwillow.ai/user/reference/support.md): Use the chat bubble in the bottom-right corner of the Willow dashboard to start a conversation with the Willow team.
- [Troubleshooting](https://docs.withwillow.ai/user/reference/troubleshooting.md): Common problems and how to fix them.

## API Reference

- [Get Discovery Statistics](https://docs.withwillow.ai/api/ai-discovery/get-discovery-stats.md): Returns summary statistics for AI usage discovered across your organization.
- [List AI Agents](https://docs.withwillow.ai/api/ai-discovery/list-discovered-agents.md): Returns the AI agents discovered across your organization's devices.
- [List Devices](https://docs.withwillow.ai/api/ai-discovery/list-discovered-devices.md): Returns the devices reporting to your organization via the Willow Scan Agent.
- [List Discovered MCP Servers](https://docs.withwillow.ai/api/ai-discovery/list-discovered-mcp-servers.md): Returns MCP servers discovered across your organization's devices by the Willow Scan Agent.
- [List Discovered Agent Memory](https://docs.withwillow.ai/api/ai-discovery/list-discovered-memory.md): Returns agent memory files discovered across your organization's devices by the Willow Scan Agent.
- [List Discovered Skills](https://docs.withwillow.ai/api/ai-discovery/list-discovered-skills.md): Returns agent skills discovered across your organization's devices by the Willow Scan Agent.
- [Get Enforcement Policy](https://docs.withwillow.ai/api/ai-discovery-policy/get-discovery-policy.md): Returns the AI Discovery enforcement policy for your organization.
- [Update Enforcement Policy](https://docs.withwillow.ai/api/ai-discovery-policy/update-discovery-policy.md): Updates the AI Discovery enforcement policy for your organization.
- [Create Background Agent](https://docs.withwillow.ai/api/background-agents/create-background-agent.md): Creates a new background agent in your organization.
- [Delete Background Agent](https://docs.withwillow.ai/api/background-agents/delete-background-agent.md): Deletes a background agent by ID.
- [Get Background Agent by Slug](https://docs.withwillow.ai/api/background-agents/get-background-agent-by-slug.md): Returns a single background agent by its slug.
- [Get Session Events](https://docs.withwillow.ai/api/background-agents/get-background-agent-session-events.md): Returns the conversation log (event stream) for a single session of this agent, along with the session record.
- [Get Background Agent](https://docs.withwillow.ai/api/background-agents/get-background-agent.md): Returns a single background agent by ID, including its capabilities, platform configuration, and sync state.
- [Invoke Background Agent](https://docs.withwillow.ai/api/background-agents/invoke-background-agent.md): Sends a message to the agent on its external platform and starts (or resumes) a conversation.
- [List Background Agent Sessions](https://docs.withwillow.ai/api/background-agents/list-background-agent-sessions.md): Lists the agent's conversation sessions on its external platform. Sessions created via the invoke endpoint (or webhooks) are enriched with their lo...
- [List Background Agents](https://docs.withwillow.ai/api/background-agents/list-background-agents.md): Returns a list of all background agents in your organization.
- [Rotate Background Agent Secret](https://docs.withwillow.ai/api/background-agents/rotate-background-agent-secret.md): Rotates the agent's gateway secret and returns the new plaintext secret.
- [Sync Background Agent](https://docs.withwillow.ai/api/background-agents/sync-background-agent.md): Syncs the agent to its platform. Creates or updates the agent definition there, uploads enabled skills, and stores fresh gateway credentials on the...
- [Update Background Agent](https://docs.withwillow.ai/api/background-agents/update-background-agent.md): Updates an existing background agent by ID.
- [Create Command](https://docs.withwillow.ai/api/commands/create-command.md): Creates a new command in your organization.
- [Delete Command](https://docs.withwillow.ai/api/commands/delete-command.md): Deletes a command by slug.
- [List Commands](https://docs.withwillow.ai/api/commands/list-commands.md): Returns a list of all commands in your organization.
- [Update Command](https://docs.withwillow.ai/api/commands/update-command.md): Updates an existing command by slug.
- [Check Connector Usage](https://docs.withwillow.ai/api/connectors/get-connector-usage.md): Reports whether a connector is already in use in your organization.
- [List Connectors](https://docs.withwillow.ai/api/connectors/list-connectors.md): Returns the catalog of connectors (available MCPs) that can be used to create MCP servers in your organization.
- [Call Tool](https://docs.withwillow.ai/api/gateway/call-tool.md): Execute an MCP tool through the Willow gateway using a simple HTTP POST request.
- [Add Integrations to Group](https://docs.withwillow.ai/api/groups/add-integrations-to-group.md): Adds one or more integrations to a group by their slugs.
- [Create Group](https://docs.withwillow.ai/api/groups/create-group.md): Creates a new group in your organization.
- [Delete Group](https://docs.withwillow.ai/api/groups/delete-group.md): Deletes a group by name.
- [List Groups](https://docs.withwillow.ai/api/groups/list-groups.md): Returns a paginated list of groups in your organization.
- [Update Group](https://docs.withwillow.ai/api/groups/update-group.md): Updates an existing group by name.
- [Create Guard](https://docs.withwillow.ai/api/guards/create-guard.md): Creates a new guard in your organization.
- [Delete Guard](https://docs.withwillow.ai/api/guards/delete-guard.md): Deletes a guard by ID.
- [List Guards](https://docs.withwillow.ai/api/guards/list-guards.md): Returns a list of all guards in your organization, including both custom and default guards.
- [Update Guard](https://docs.withwillow.ai/api/guards/update-guard.md): Updates an existing guard by ID.
- [Create MCP Server](https://docs.withwillow.ai/api/mcp-servers/create-mcp-server.md): Creates a new MCP server integration in your organization.
- [Delete MCP Server](https://docs.withwillow.ai/api/mcp-servers/delete-mcp-server.md): Deletes an MCP server by its slug.
- [List MCP Servers](https://docs.withwillow.ai/api/mcp-servers/list-mcp-servers.md): Returns a list of all MCP servers in your organization.
- [Update MCP Server](https://docs.withwillow.ai/api/mcp-servers/update-mcp-server.md): Updates an existing MCP server by its slug.
- [Create Plugin](https://docs.withwillow.ai/api/plugins/create-plugin.md): Creates a new plugin in your organization.
- [Delete Plugin](https://docs.withwillow.ai/api/plugins/delete-plugin.md): Deletes a plugin by slug.
- [List Plugins](https://docs.withwillow.ai/api/plugins/list-plugins.md): Returns a list of all plugins in your organization.
- [Update Plugin](https://docs.withwillow.ai/api/plugins/update-plugin.md): Updates an existing plugin by slug.
- [Create Skill](https://docs.withwillow.ai/api/skills/create-skill.md): Creates a new skill in your organization.
- [Delete Skill](https://docs.withwillow.ai/api/skills/delete-skill.md): Deletes a skill by its slug.
- [Download Skill](https://docs.withwillow.ai/api/skills/download-skill.md): Downloads a skill as a zip file containing the complete skill package.
- [List Skills](https://docs.withwillow.ai/api/skills/list-skills.md): Returns all skills in the organization.
- [Update Skill](https://docs.withwillow.ai/api/skills/update-skill.md): Updates an existing skill by its slug.
- [Create Toolkit](https://docs.withwillow.ai/api/toolkits/create-toolkit.md): Creates a new toolkit in your organization.
- [Delete Toolkit](https://docs.withwillow.ai/api/toolkits/delete-toolkit.md): Deletes a toolkit by slug.
- [List Toolkits](https://docs.withwillow.ai/api/toolkits/list-toolkits.md): Returns a list of all toolkits in the organization.
- [Promote Toolkit](https://docs.withwillow.ai/api/toolkits/promote-toolkit.md): Promotes a user toolkit to organization level.
- [Update Toolkit](https://docs.withwillow.ai/api/toolkits/update-toolkit.md): Updates an existing toolkit by slug.
- [Check Connection](https://docs.withwillow.ai/api/user-api/check-connection.md): Checks whether the specified user has an active connection to a given integration.
- [Create User Toolkit](https://docs.withwillow.ai/api/user-api/create-user-toolkit.md): Creates a new toolkit owned by the specified user.
- [Delete User Toolkit](https://docs.withwillow.ai/api/user-api/delete-user-toolkit.md): Deletes a user toolkit by slug.
- [Download Skill](https://docs.withwillow.ai/api/user-api/download-user-skill.md): Downloads a skill as a zip file containing the complete skill package.
- [Evaluate Guard](https://docs.withwillow.ai/api/user-api/evaluate-user-guard.md): Evaluates content against guards and returns the result.
- [Exchange Auth](https://docs.withwillow.ai/api/user-api/exchange-auth.md): Exchanges an external JWT token (verified via the organization's configured JWKS URI) for Willow Connect credentials.
- [Get Auth URL](https://docs.withwillow.ai/api/user-api/get-auth-url.md): Generates an authentication URL that the user can visit to connect their account to an integration (e.g., GitHub, Slack, Jira).
- [List User Commands](https://docs.withwillow.ai/api/user-api/list-user-commands.md): Returns a list of active commands accessible to the specified user.
- [List User MCP Servers](https://docs.withwillow.ai/api/user-api/list-user-mcp-servers.md): Returns a list of MCP servers (integrations) accessible to the specified user.
- [List User Skills](https://docs.withwillow.ai/api/user-api/list-user-skills.md): Returns a list of skills accessible to the specified user. Supports pagination, search by name, and fetching a single skill by id or slug.
- [List User Toolkits](https://docs.withwillow.ai/api/user-api/list-user-toolkits.md): Returns a list of toolkits accessible to the specified user, including both user-owned and organization-level toolkits.
- [Submit Issue](https://docs.withwillow.ai/api/user-api/submit-issue.md): Submits a support issue on behalf of the specified user.
- [Update User Toolkit](https://docs.withwillow.ai/api/user-api/update-user-toolkit.md): Updates an existing user toolkit by slug.
- [User API](https://docs.withwillow.ai/api/user-api/user-api.md): The User API allows you to programmatically access and manage user-scoped resources.
- [Create User](https://docs.withwillow.ai/api/users/create-user.md): Creates a new user in your organization.
- [Delete User](https://docs.withwillow.ai/api/users/delete-user.md): Deletes a user by email address.
- [List Users](https://docs.withwillow.ai/api/users/list-users.md): Returns a paginated list of users in your organization.
- [Update User](https://docs.withwillow.ai/api/users/update-user.md): Updates an existing user by email address.
- [Willow API](https://docs.withwillow.ai/api/willow-api.md): The Willow API allows you to programmatically manage MCP servers and other resources in your organization.