Slite

Slite

4.0 out of 5 stars
Willow

Willow

5.0 out of 5 stars
Slite Willow

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Slite:

About

Slite is the self-maintaining knowledge base: a single, verified source of truth for your team and for the AI agents that work with it (Claude, ChatGPT, Cursor). Slite Agent offers enterprise search from 20+ connected sources such as Slack, GitHub, Linear, Jira, Google Drive, Notion and HubSpot. It spots when docs drift out of date, drafts the fix, and sends every change to a human for review before it goes live. Ask gives cited, permission-aware answers from your docs and connected tools. MCP and a public API are included on every plan, so any AI tool can use Slite as company context. SOC 2 Type II and GDPR compliant, with SAML SSO, SCIM and audit logs on Enterprise. Built for teams of 50 to 1,000 people. Start with a 14-day free trial.
Willow:

About

Willow is a leading enterprise platform for governing AI agents, tools, MCP servers, skills, and plugins. It connects agents such as Claude, ChatGPT, Cursor, Codex, Gemini, n8n, and custom agents to internal systems and SaaS tools, including Jira, GitHub, Slack, and databases, through an MCP gateway. Agents receive human-linked identities, scoped permissions, and audit trails. Security teams define policies, while employees self-serve approved connectors, skills, and plugins. Features include shadow AI discovery; PII redaction and prompt-injection inspection; app- and action-level permissions; SSO, SCIM, and RBAC with Okta, Entra ID, and JumpCloud; SIEM export; token and cost monitoring; and background agents. Willow is available as SaaS, dedicated cloud, or on-premises in a customer VPC. It holds SOC 2 Type II attestation, is GDPR-ready.
Slite:

Platforms Supported

Windows Supported
Mac Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Supported
iPad Supported
Android Supported
Chromebook Not Supported
Willow:

Platforms Supported

Windows Supported
Mac Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
Slite:

Audience

Teams of 50 to 1,000 employees that need docs their people and AI agents can trust
Willow:

Audience

Enterprise security, IT, and AI enablement teams governing AI agent adoption.
Slite:

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported
Willow:

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported
Slite:

API

Offers API Supported
Willow:

API

Offers API Supported
Slite:

Screenshots and Videos

Willow:

Screenshots and Videos

Slite:

Pricing

$10/month/user
Basic: $10/user/month. Pro (includes Slite Agent): $20/user/month. Both billed annually. Enterprise: custom pricing. 14-day free trial, no credit card required.
Free Version Not Supported
Free Trial Supported
Willow:

Pricing

$0
Free plan: $0 forever, up to 15 users and 15 integrations, with unlimited tool calls. Enterprise pricing is annual per human seat with volume tiers; contact the vendor for a quote.
Free Version Supported
Free Trial Not Supported
Slite:

Reviews/Ratings

Overall 4.0 / 5
ease 4.0 / 5
features 3.5 / 5
design 4.0 / 5
support 4.5 / 5
Willow:

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 4.9 / 5
design 4.9 / 5
support 4.9 / 5
Slite:

Pros & Cons from Real Users

Pros

  • You can have all of your documents in one area which makes it nice if a teammate is asking where to find something you can always refer back to one platform.
  • - UI and UX --> nice fonts and organization, easy to navigate even for people with a traditional mindset - Customer Support & Responsiveness --> easy to talk with the team no matter what role they are covering. That's an invaluable asset in a time where most of the people covering management roles think they are too important to be bothered.

Cons

  • To me, it is like Google Drive, but harder to navigate and use.
  • - iOS Mobile App not at the level of the web browser on desktop --> it makes sense to privilege desktop cause that's where you wanna do the most on your knowledge base, nonetheless it'd be a great plus to have a proper app with all functionalities.
Willow:

Pros & Cons from Real Users

Pros

  • I'm a developer at Wix and use Willow with Claude Code and Codex. I set it up by myself and it was quick.
  • I run AI operations at a mid-size company, and Willow is our central MCP gateway for Claude. The best part is simple. I set up a connector once and everyone in the company can use it in Claude. I don't have to repeat that setup for each person.
  • I’m a PM at a company with 1000+ people, and I use Willow to connect my tools to Claude Code. I use Jira to create and query tasks, plus Slack and some of our internal data systems. The big win is getting all of them in one go instead of connecting each one separately.
  • I connected Ahrefs, GSC and Monday to Claude through Willow, and now I don't pull anything myself. Claude does it. I use it for keyword research, briefs, checking clicks and traffic drops. It works across my two Claude accounts, and I never have to reconnect anything or deal with tokens.
  • I'm a UX writer, and Babel is where I feel it most. Before, it took me a long time to figure out which project the keys should go in, what to name them, and then to actually add them to Babel. Now Claude does that with Willow in a matter of seconds, even when I need hundreds of keys. That alone has saved me days of work. I also use it to see which keys are live in production on certain screens. Beyond Babel, I use Octocode to research the code and understand how our products behave, GitHub to open PRs for my changes, Jira to create tickets for features, Trino, the data platform and Event Snitch to pick BI events and look at user behavior, and Playwright to test flows and debug errors. All of it goes through Willow. Someone on my team helped me set it up and I was using it pretty much right away.

Cons

  • The one limitation is that it asks me to reconnect every couple of days, though that only takes a moment.
  • Connector auth issues. It also isn't set-and-forget. There's regular admin work every week.
  • Sometimes I have to re-authenticate, but not often.
  • Setup took about 10 minutes, but I had to ask for help because the instructions weren't clear enough.
  • Every few days I have to log in to Willow and reauthorize. It breaks my flow, and a lot of the tools I depend on don't work until I do it.
Slite:

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Not Supported
Willow:

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Supported
Slite:

Company Information

Slite
Founded: 2016
France
slite.com
Willow:

Company Information

Willow
Founded: 2025
United States
withwillow.ai
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Slite:

Categories

Collaboration Supported
Corporate Wiki Supported
Remote Work Supported
Willow:

Categories

AI Agent Security Supported
AI Control Planes Supported
AI Governance Supported
AI Usage Control Supported
MCP Gateways Supported
Slite:

Collaboration Features

Brainstorming Supported
Calendar Management Not Supported
Chat / Messaging Not Supported
Contact Management Not Supported
Content Management Supported
Document Management Supported
Project Management Not Supported
Real Time Editing Supported
Task Management Not Supported
Version Control Supported
Video Conferencing Not Supported

Document Collaboration Features

Access Control / Permissions Supported
Autosave Supported
Chat / Messaging Not Supported
Cloud Storage Not Supported
Comments / Annotations Supported
Edit / Change Tracking Supported
Electronic Signature Not Supported
Multiple File Formats Not Supported
Pre-made Templates Supported
Search Supported
User Tagging Not Supported
Version Control Supported
Workflow / Approval Process Supported
Slite:

Integrations

Claude Supported
Claude Duet Supported
Claude for Legal Supported
Confluence Supported
Cursor Supported
GitHub Supported
Google Workspace Supported
Jira Supported
Linear Supported
Notion Supported
Salesforce Supported
Slack Supported
Zendesk Supported
Datadog Not Supported
Gmail Not Supported
Google Docs Supported
Grafana Cloud Not Supported
Intercom Supported
Microsoft OneDrive Supported
OpenAI Codex Not Supported
Willow:

Integrations

Claude Supported
Claude Duet Supported
Claude for Legal Supported
Confluence Supported
Cursor Supported
GitHub Supported
Google Workspace Supported
Jira Supported
Linear Supported
Notion Supported
Salesforce Supported
Slack Supported
Zendesk Supported
Datadog Supported
Gmail Supported
Google Docs Not Supported
Grafana Cloud Supported
Intercom Not Supported
Microsoft OneDrive Not Supported
OpenAI Codex Supported
Slite:
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Willow:
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