Discover. Control. Standardize.

Every AI tool across every team.

One platform where team leads and security control which AI tools your teams can use.

unknown MCP
no approval
different configs
zero visibility
$4.2K/mo hidden

Works with every AI coding tool

Claude Code
Cursor
Codex
Copilot
</>OpenCode

Trusted by engineers at

Nestlé
Flix
Nestlé
Flix
Nestlé
Flix
Nestlé
Flix
Nestlé
Flix
Nestlé
Flix

“We needed one system for AI security guardrails and best practices enforcement. Caliber is that system.”

Infrastructure Lead·Enterprise (500+ engineers)
MITopen source

The problem

Unvetted tools. Invisible costs. Zero control.

665

AI tools in avg. enterprise

Unvetted tools

MCPs and skills installed from GitHub with shell, filesystem, and secrets access. No review. No approval.

shell/executeCRITICAL
secrets/accessCRITICAL
Sourcegithub.com/unknown
15x

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.

Engineering$4.2K/mo
GTM / Sales$1.8K/mo
Attributionnone
80%

of AI usage outside IT

Zero visibility

No audit trail. No config consistency. Every team runs a different AI setup.

AI tools installed???
Config driftunknown
Last auditnever

Three layers. One platform.

Built from the ground up.

Standardize

Every team, same standards

Control

Approve before deploy

Discover

See everything, every team

CALIBER

Governance platform

Full visibility. Role-based control.

One place where team leads and security approve tools, skills, and plugins. Rules flow down automatically.

Caliber Governance
90 users·12 teams·34 tools·5 flagged
NameTypeUsersStatus
@anthropic/mcp-postgresMCP14
ui-review-skillskill31
crm-data-exportMCP5
security-standards.mdrule90
code-review-pluginplugin47
incident-runbookskill22
2 active risks
View details →

Permissions

RoleModeMCPShellSecrets
infra-leadfull-access
fullstack-devsafe-mode
junior-devrestricted
+ Add roleReview pending (8)Export audit log

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

mcp-postgresMCP
ui-review-skillskill
CLAUDE.md rulesrule
security-pluginplugin

Platform

4 synced

SarahMike

Frontend

3 synced

AlexKim

Data

2 synced

PatLee

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

caliber sync

Compliance

Audit-ready. Measurable impact.

SOC2SOC 2 Type II
HIPAAHIPAA
FedRFedRAMP
ISOISO 27001
GDPRGDPR

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

Open source (MIT)Self-hosted optionNo data leaves your network

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

CALIBER
GitHubnpmDiscordMIT License
© 2026 Rely AI