New — Enterprise Brain: map your AI org and track every agent's cost
ENTERPRISE BRAIN · AI ORG MAP · COST TRACKING

Your AI organization, mapped and metered.

See every AI agent, tool and person in your company — who does what, with what, and what it costs. Built on knowledge gathered automatically from the tools you already use, without your data ever leaving home.

v0.2.6 · macOS, Windows & Linux · local-first by design
WORKS WITHClaude DesktopCursorFleece AI AppFleece AI Teams+ any MCP client
Fleece AI Brain — Enterprise● live
TOTAL AGENTS
2,847+12.4%
ACTIVE CONNECTIONS
12,458live
FUNCTION GROUPS
10
TOOLS & INTEGRATIONS
623+18
DATA SOURCES
94
DefaultData FlowHierarchyPerformanceAllAgentsToolsPeople
BLJAMCAGOPRECXMKSLPDENITHRFI✳Fleece AI Brain
function hubAI agenttoolperson
Forecast Agent
Active
agent-sales-3 · Sales
ModelClaude Sonnet 4.6
Calls / day412
Tokens / day4.1M
Est. cost$212/day
SPEND · 14 DAYS
CONNECTIONS (3)
SalesforcePipeline AgentBrandon Liu
Open in Cost Tracking →
0
AI agents mapped
$0k
AI spend tracked / 30 days
0
tools & integrations
0
sources of knowledge connected
AI COST TRACKING

What your AI agents cost.

See what every agent spends, where the money goes, and whether it's worth it — by team, by model, by agent. No spreadsheet required.

7 days30 days90 daysestimated · no live meter yet
TOTAL SPEND · 30D
$84.2k
+9.2% vs prior period
TOKENS
1.9B
in + out across fleet
TASKS RUN
186k
+6.1% vs prior period
AVG COST / TASK
$0.45
−3.8% efficiency up
AGENTS TRACKED
108
10 functions covered
Spend over time
daily · stacked by model · Jun 21 – Jul 2
OpusSonnetHaiku
$0$1.5k$3k$4.5kJun 21Jun 23Jun 25Jun 27Jun 29Jul 2
Monthly budget
76%OF BUDGET
RUN RATE
$84.2k
BUDGET
$110k
BY MODEL
Claude Opus 4.837%$31.2k
Claude Sonnet 4.645%$37.9k
Claude Haiku 4.518%$15.1k
Top agents by spend
108 agents · 30 days · estimated
SpendTasksTokens
AGENT
FUNCTION
MODEL
CALLS/D
TOKENS/D
TREND · 14D
EST. $/DAY
Δ
PIPipeline Agent
Operations
Opus
391
5.8M
$486
+18%
FOForecast Agent
Sales
Sonnet
412
4.1M
$212
+9%
COCompliance Agent
Finance
Opus
168
3.3M
$304
−4%
TRTriage Agent
Customer Experience
Haiku
664
4.9M
$57
+2%
OUOutreach Agent
Marketing
Sonnet
288
2.6M
$146
−11%
estimates based on each agent's real activity · a live billing meter is on the roadmap
THE KNOWLEDGE LAYER

Everything your AI knows starts as a note.

Everything the Brain learns from your tools — decisions, meetings, research — becomes a simple note you can open and read, linked into one map of what your company knows. Your AI reads them, adds to them, and keeps them fresh.

Fleece AI Brain — ~/CompanyBrain● synced 12s ago
⌕Search the brain…⌘K
Atlas
Graph1,284
Canvas
Sources
Costs
COLLECTIONS
Decisions12
Meetings34
Research21
Journal9
#fleece#mcp#local-first
Fleece AI Brain — productMCP as a memory protocolClaude DesktopFleece AI AppFleece — company thesisLocal-first knowledge graphsWhat Obsidian got rightPublic launch — JunePricing — self-hosted tierHybrid retrievalSQLite FTS5 + sqlite-vecCRDTs — yrs & mergeMeeting — Anthropic partners
insightdecisionentitymemory
MCP as a memory protocol
insighthot · 0.77
---
schema: insight
tags: [mcp, protocol]
updated: 3d ago
---
MCP turns the brain into shared infrastructure: one graph, recalled by [[Claude Desktop]], [[Cursor]] and every internal agent.
BACKLINKS (4)
↳ Fleece AI Brain — product↳ Phase 2 roadmap↳ Meeting — Anthropic partners
simple files you can open anywhere · notes link into a graph · your AI keeps them up to date
WHY IT'S DIFFERENT

Your knowledge stays yours.

Private by default, no lock-in, ready for any AI app — six choices that set the Brain apart from cloud AI tools.

CompanyBrain/
decisions/pricing-v2.md
meetings/anthropic-partners.md
agents/forecast-agent.md
.brain/index.sqlite
works offline

Local-first, forever

Everything lives on your own machines, as readable files — not in a vendor's database. Works offline; nothing phones home.

---
schema: decision
tags: [pricing, gtm]
---
Ship the [[Self-hosted tier]] in Q3,
per [[Pricing exceptions]].

100% Obsidian-compatible

Your notes are ordinary files that also open in Obsidian — today, tomorrow, forever. No export step, no lock-in, leave anytime.

brain_rememberbrain_recallbrain_traversebrain_diffbrain_connectbrain_schemabrain_skill_run+9 more

Works with your AI apps

Claude Desktop, Cursor and any compatible AI app plug in with one copy-paste — and instantly remember everything your company knows.

SlackGmailNotionLinearJiraGitHubSalesforce+13 more

Connects to what you use

Slack, Gmail, Drive, Notion, Jira and 15 more. Sign in once — it keeps itself in sync in the background, always current.

brain_diffv11 → v12 · May 12
@@ Refund policy — Enterprise @@
- auto_approve: $10k
+ auto_approve: $25k
  above: escalate to Finance

Every change, remembered

See how any piece of knowledge evolved — what changed, when, and where it came from. Roll anything back.

⌕renewal risk Q2keywordhybrid
Q2 renewals — churn watchlist.94
User interviews — 12 sessions.71
2 of 7 · 28ms

Finds it in a blink

Ask in plain words or exact terms — the right answer surfaces in milliseconds, even across everything your company knows.

HOW IT WORKS

Connected in minutes, not months.

01

Connect

Pick a tool, sign in, done. Your emails, docs and notes start flowing in — straight to your machines, never through anyone else's servers.

one sign-in per tool · no setup
02

Map & meter

The Brain sorts it all into one living map: what your company knows, which agents use it, and what each one costs.

one map of everything
03

Ask

Ask in Claude, Cursor or any AI app — answers come from your company's own knowledge, with the source one click away.

claude desktop · cursor · your agents
PLUG IN YOUR TOOLS

Your whole stack, one brain.

Your knowledge already lives in Gmail, Drive, Notion, Slack… Connect each one with a simple sign-in — no setup, no IT project — and the Brain quietly keeps it all in sync.

SlackGmailLinearZendeskNotionGitHubJiraGoogle DriveIntercomHubSpot
SlackGmailLinearZendeskNotionGitHubJiraGoogle DriveIntercomHubSpot
AsanaConfluenceOutlookSalesforceMicrosoft TeamsSharePointServiceNowGoogle CalendarBoxDropbox
AsanaConfluenceOutlookSalesforceMicrosoft TeamsSharePointServiceNowGoogle CalendarBoxDropbox
sign in once · syncs in the background · always up to date
WORKS WITH YOUR AI

Your AI apps, suddenly all-knowing.

One small copy-paste connects Claude Desktop, Cursor or your own agents. From then on, they answer from your company's knowledge — nothing in between.

// claude_desktop_config.json
"mcpServers": {
"fleece-brain": {
"command": "brain-mcp-server",
"env": { "BRAIN_VAULT_PATH": "~/CompanyBrain" }
}
}
brain_rememberbrain_recallbrain_readbrain_listbrain_connectbrain_traversebrain_forgetbrain_diffbrain_schemabrain_exportbrain_skill_definebrain_skill_run+4 more
Claude Desktop
What did we decide on enterprise refunds above $10k?
brain_recall {"query": "enterprise refund policy", "mode": "hybrid"}
→ 3 nodes · 28ms · from your disk
You raised the auto-approve threshold to $25k on May 12 — anything above escalates to Finance. Full policy in Refund policy — Enterprise, linked to Pricing exceptions and Q2 renewals.
sources · 3 nodesv12 · CRDT history
VS THE MARKET

Same promise. Different physics.

Most AI tools keep your knowledge in their cloud — and none of them can show you your AI org. Yours can.

Fleece AI Brain
Cloud AI workspaces
Notes + plugins
AI org & cost visibility
Org map + per-agent costs
Usage dashboards
—
Where knowledge lives
Your disk — .md + SQLite
Their cloud
Your disk
Works with AI apps
Plug & play — one copy-paste
Proprietary API
DIY plugins
Pulls from your tools
20 tools — sign in & sync
Per-app imports
Manual
Version history
Full history of every change
Limited
DIY
Search
Meaning + exact words
Semantic
Keyword
Works offline
✓
✗
✓
Lock-in
None — open .md, leave anytime
Export & pray
None
PRICING

Simple pricing. Map the whole org.

SOLO
€12/ month

Everything local. One brain, yours.

✓1 user · unlimited notes
✓Local + cloud sync
✓Up to 3 connected tools
✓Works with Claude, Cursor & any MCP app
✓Obsidian & Notion import
PRO
€24/ month

Total recall across your whole stack.

✓Everything in Solo
✓Unlimited connected tools — auto-sync
✓Janitor AI — merge & archive suggestions
✓Multi-agent vault sharing
✓Priority support
yearly billing saves 2 months on Solo & Pro
FAQ

Questions, answered.

How does AI cost tracking work?−

Every agent's activity rolls up into simple numbers — what it spends, how that trends, and how it compares to your budget, by team and by model. Today's figures are estimates based on activity; a live billing meter is coming.

Yes. Everything is stored as ordinary files on your own machines. When you connect Gmail or Drive, your content flows directly from Google to you — it never passes through our servers or anyone else's. We can't see your data, period.

Claude Desktop, Cursor, Fleece AI App and Fleece AI Teams — or agents you build yourself. Connecting an app is a single copy-paste; from then on it remembers everything your company knows.

No — the app works on its own. Your notes just happen to be ordinary files, so they also open in Obsidian or any editor, anytime. And if you ever leave, you take everything with you.

v0.2 builds are unsigned. On macOS, right-click the app → Open the first time; on Windows, choose “More info → Run anyway”. Signed and notarized builds ship with GA.

Know what your AI is doing. And what it costs.

Map your agents, track the spend, and plug in the tools you already use — your data never leaves home.

v0.2.6 beta · macOS universal · Linux .deb / .AppImage · Windows .msi