Discover. Control. Standardize.
Every AI tool across every team.
One platform where team leads and security control which AI tools your teams can use.
Works with every AI coding tool
Trusted by engineers at
“We needed one system for AI security guardrails and best practices enforcement. Caliber is that system.”
The problem
Unvetted tools. Invisible costs. Zero control.
AI tools in avg. enterprise
Unvetted tools
MCPs and skills installed from GitHub with shell, filesystem, and secrets access. No review. No approval.
more tokens per agent task
Token cost explosion
Agents burn 4-15x more tokens than chatbots. No cost attribution per team. Finance can't track it.
of AI usage outside IT
Zero visibility
No audit trail. No config consistency. Every team runs a different AI setup.
Three layers. One platform.
Built from the ground up.
Standardize
Every team, same standards
Control
Approve before deploy
Discover
See everything, every team
Governance platform
Full visibility. Role-based control.
One place where team leads and security approve tools, skills, and plugins. Rules flow down automatically.
Sources
| Name | Type | Teams | Users | Status | Synced |
|---|---|---|---|---|---|
| @anthropic/mcp-postgres | MCP | EngOps | 14 | 2m ago | |
| ui-review-skill | skill | All | 31 | 1h ago | |
| crm-data-export | MCP | GTM | 5 | 3h ago | |
| security-standards.md | rule | All | 90 | 12m ago | |
| code-review-plugin | plugin | Eng | 47 | 5m ago | |
| incident-runbook | skill | EngOps | 22 | — |
Permissions
| Role | Mode | MCP | Shell | Secrets |
|---|---|---|---|---|
| infra-lead | full-access | ✓ | ✓ | ✓ |
| fullstack-dev | safe-mode | ✓ | ◐ | ✕ |
| junior-dev | restricted | ◐ | ✕ | ✕ |
Sync engine
Approve once. Sync everywhere.
When a team lead approves a tool — every developer on every team gets it automatically. No tickets, no manual setup.
Approved Registry
Platform
4 synced
Frontend
3 synced
Data
2 synced
MCP Servers
Approved MCPs install on caliber init
Skills & Plugins
Team-approved, distributed to all devs
Rules (CLAUDE.md)
Shared standards, auto-merged per repo
Agent Configs
Role-specific permissions per team
Compliance
Audit-ready. Measurable impact.
Caliber generates compliance-ready documentation for AI tool usage, MCP configurations, and approval workflows.
12s
new dev fully configured
100%
AI tool visibility across org
60%
reduction in config drift
Get started
See what 665 AI tools look like — governed.
Book a 30-minute demo. See your org's AI tool landscape in real time.
Open source · MIT · Self-hosted · No vendor lock-in