
SpecialistThe 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. Nimbalyst records 206,980 monthly visits with -11.5% growth and Freemium, Free pricing.

Agent wiki and visual workspace for Claude Code and Codex
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | glean.com | nimbalyst.com |
| Pricing Model | Contact for Pricing | Freemium, Free |
| Monthly Visits | 3.3M (3,301,875) | 206.98K (206,980) |
| MoM Traffic Delta | +4.86K (+0.1%) | -26.84K (-11.5%) |
| Primary Market & Share | 🇺🇸 United States (56.6%) | 🇺🇸 United States (17.5%) |
| Direct Visits / mo | 2.63M | 41.8K |
| User Rating | 4.6 | 4.3 |
| 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.

Agent wiki and visual workspace for Claude Code and Codex
A plugin for Claude Code, Codex, Cowork, Cursor, VS Code or any MCP agent that turns your agents' work into editable pages covering decisions, open questions and project context.
Tasks, docs, wiki, diagrams and code share one window, so you can think and direct work without hopping between tools.
Organize agent work on a board and edit documentation or code directly in the app.
Maps how decisions, pages and questions relate so you can see the whole project at a glance.

SpecialistThe AI workspace where teams and agents get work done together

Provides an AI-native coding IDE, but lacks Nimbalyst's dedicated agent decision wiki and project workspace.
Provides an AI-native coding IDE, but lacks Nimbalyst's dedicated agent decision wiki and project workspace.

Free / Open-sourceActs as an open-source workspace control plane for coding agents, emphasizing orchestration over context wikis.
Free / Open-sourceOffers a parallel agent environment using isolated Git worktrees, but lacks Nimbalyst's integrated documentation wiki.
Free / Open-sourceOffers a parallel agent environment using isolated Git worktrees, but lacks Nimbalyst's integrated documentation wiki.

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-sourceConnects human teams and AI agents via a shared task queue, but lacks local open-source wiki features.
Free / Open-sourceConnects human teams and AI agents via a shared task queue, but lacks local open-source wiki features.
SpecialistBuild, share, and control AI agents that actually do the work
SpecialistBuild, share, and control AI agents that actually do the work
Runs parallel AI agents to plan and code, but operates as an active workspace rather than a wiki.
Runs parallel AI agents to plan and code, but operates as an active workspace rather than a wiki.

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.

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.
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.