
The AI workspace where teams and agents get work done together
Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. Kit for AI records 0 monthly visits with 0% growth and Freemium pricing.

Persistent memory and grounded knowledge for AI agents, delivered as native MCP tools
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | glean.com | kitforai.com |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 3.3M (3,301,875) | 0 (0) |
| MoM Traffic Delta | +4.86K (+0.1%) | 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (56.6%) | 🌐 Global (—) |
| Direct Visits / mo | 2.63M | 0 |
| User Rating | 4.6 | 4.2 |
| Supported Platforms | Website | Website |

Enterprise AI grounded in your company's own knowledge
Ask a question in plain language and get a cited answer assembled from documents, tickets, wikis, and messages across every connected system, with permissions respected.
Reusable agents handle multi-step workflows such as onboarding, account research, or incident follow-up by orchestrating actions across business apps.
Glean automatically picks and routes requests to the right model and reasoning level, giving teams access to 40+ LLMs through a single governed gateway.
Draft on-brand documents, summarise meetings, analyse data, and create content grounded in company context rather than generic model knowledge.

Persistent memory and grounded knowledge for AI agents, delivered as native MCP tools
remember, recall and search operations ship as native MCP tools that plug into Claude, Cursor and other MCP agents in one command, with the same capabilities available over REST.
PDFs, Word, Excel, PowerPoint, CSV, HTML, images (via OCR) and YouTube links are converted into chunked, model-ready Markdown, including JS-heavy and region-specific web pages.
Group documents into searchable knowledge bases so the agent answers from your sources and shows which passage an answer came from, with a visual graph of connected documents.
Vector embeddings catch paraphrases while full-text search catches exact terms, codes and names, fused with reciprocal rank fusion and reranked so the best passage surfaces first.

The AI workspace where teams and agents get work done together

Give your AI agents secure, authenticated access to 1,700+ apps
Give your AI agents secure, authenticated access to 1,700+ apps

One API key for agent-grade web search, fetch, browsing and automation

Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.
Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
SpecialistBuild, share, and control AI agents that actually do the work
SpecialistBuild, share, and control AI agents that actually do the work

The universal context engine connecting agents to data, tools, and models
The managed vector database and knowledge engine for production AI

Search foundation built from embeddings, rerankers, and reader APIs

SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.
SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.

A memory and continual-learning engine that gives any AI agent persistent context
A memory and continual-learning engine that gives any AI agent persistent context

SpecialistDeploys enterprise conversational assistants and automated workflows, but lacks Glean's unified organization-wide knowledge graph search.