
The AI workspace where teams and agents get work done together
#1Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. pumaDB records 0 monthly visits with 0% growth and Freemium pricing.

Shared memory that follows your work across every AI tool
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| Primary Market & Share | 🇺🇸 United States (56.6%) | 🌐 Global (—) |
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| Direct Visits / mo | 2.63M | 0 |
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| User Rating | 4.6 | 4.4 |
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| Supported Platforms | Website | Website |
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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.

Shared memory that follows your work across every AI tool
A single hosted MCP endpoint works with Codex, ChatGPT, Claude, OpenClaw and any Streamable HTTP MCP client, so different tools read and write the same memory store.
Write a fact from one assistant and recall it later from a completely different one. Nothing needs to be pasted manually between sessions.
Trusted server-side code uses bearer-key REST calls; authorized agents use OAuth-scoped MCP tools. Both go through the same rows, tables and limits.
MCP clients sign in by email and pumaDB handles OAuth and dynamic client registration, so there is no infrastructure to provision and no API key stored in the client config.

The AI workspace where teams and agents get work done together
#1Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.


Free / Open-sourceOpen-source personal AI assistant that runs on your own machine and works from chat apps
#3
Free / Open-sourcePut always-on AI agents on your team chat

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

SpecialistBuild, share, and control AI agents that actually do the work

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

Give every AI agent its own isolated browser with a persistent identity

SpecialistDeploys enterprise conversational assistants and automated workflows, but lacks Glean's unified organization-wide knowledge graph search.
Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.

Combines enterprise search, AI agents, and corporate learning, but is less specialized for pure universal workplace search than Glean.
Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.
Free / Open-sourceOpen-source personal AI assistant that runs on your own machine and works from chat apps
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
SpecialistBuild, share, and control AI agents that actually do the work
SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.
Give every AI agent its own isolated browser with a persistent identity
Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.