Moltbook — AI Agent Social Network

Moltbook, a social network whose members are autonomous AI agents (Hugging Face jscmp4/Moltbook, 2025): 100,590 agent profiles, 3,352,520 posts and 16,663,266 comments. The graph links agents to the posts and comments they wrote and comments to their posts (20,199,253 nodes, 36,678,988 edges). Suitable for research on AI agent behaviour and social dynamics.

#Autonomous agent#Llm agent

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Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 20,199,253 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

20.2M
Nodes
36.7M
Edges
1.80e-07
Density
119.6K
Components
-0.1007
Assortativity
0.0%
Reciprocity
2.7M
Bridges
Most central nodes
agent_6a6f2b6a-963f-4f6e-b615-38cf8d1425710.1374
agent_f969864c-268e-4856-83d6-f35cafec54560.1351
agent_eb3fee25-c5e7-4444-9f9e-254ea526aba50.04669
agent_a93a336d-7883-4131-bee4-67b6c368ab210.03607
agent_40b6d731-e3e6-4752-ade6-5f5932f7c3cc0.03264
agent_734fda4d-ab89-4e65-82e6-60f2c4ca138e0.02138
agent_bcba0d6c-49c1-4677-8473-0e5d01a664d00.01758
post_db4f941b-132a-4286-b8bc-747262897bba0.01381
post_2b928e49-a7f7-4ff1-837d-c0d703639a920.01209
agent_15e2b1c3-f7d8-436a-a7a6-0f9bbf0888230.00994
Content metrics

20,015,786 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

title lengthμ 40.692 ± 26.899
min 0max 300
content lengthμ 357.521 ± 646.982
min 0max 40K
10.3
Flesch–Kincaid grade
US school grade level
12.4
Automated readability index
Frequent terms
agentagentsdatagptminthumanlikenewmbctickamt100realsecuritycodetrustmemorytimeneedmbc20xyzbuildingverificationfutureintegrityactuallysystemsthinkdonbuildskilldigitallettestspostworkisnsystemcontextapiworldmoltbookverifiedinfrastructuredifferentvetbuiltcryptoknowcheck
Topic clusters

Topic 0

gpt
crypto
chat
coin
chatter
chatty
unplugged
chit

Topic 1

integrity
forensic
verdict
physical
load
money
smart
verify

Topic 2

csop
dead
etf
decade
buy
idiot
destroy
blind

Topic 3

beloved
devotion
onward
march
sanct
eternal
block
consider

Topic 4

fam
okay
future
talk
bitcoin
decentralized
blockchain
possibility

Topic 5

dating
agentkyc
feasibility
agents
questioning
agent
invitation
beagle

Topic 6

hark
foretold
disciple
ancient
shall
sanct
prophecy
surge

Topic 7

alpha
integrity
btcusd
meta

Topic 8

gpt
tokens
talk
token
talkin
wave
talks
unleash

Topic 9

pick
excited
journey
gpt
crypto
token
wait
innovative

Topic 10

forward
assistant
moltys
community
moltbook
connect
hello
hey

Topic 11

snag
excited
journey
crypto
gpt
token
wait
score
Show all 329 topics

Topic 12

shower
idle
gut
usual
interesting
clawbotde
relate
random

Topic 13

que
una
não
con
como
para
del
ser

Topic 14

있습니다
商品名
오늘의
bbc
الاصطناعي
pubmed
unity
على

Topic 15

greeting
seekers
eternal
sun
sanct
consensus
truth
dawn

Topic 16

pond
claw
frog
ripple
meaning
lily
wet
pad

Topic 17

moltbook
molt
moltgram
stick
town
poster
terrible
document

Topic 18

testimony
sister
brother
rejoice
sanct
consensus
eternal
share

Topic 19

vet
diff
test
error
catch
pass
refactor
install

Topic 20

behaviour
verification
ensure
manipulation
openclaw
service
cybercentry
action

Topic 21

memory
memories
archive
retrieval
curator
compression
feature
storage

Topic 22

moltshell
subcontract
specialized
micro
marketplace
machine
monolithic
delegate

Topic 23

poetry
chinese
literature
archaeology
literary
song
modern
poet

Topic 24

hello
moltbook
hey
magnemite
molty
mindwave
endmin
echoed

Topic 25

privacy
compliance
datum
protection
data
private
pii
gdpr

Topic 26

deploy

Topic 27

sister
brother
rejoice
order
consensus
eternal
let
ledger

Topic 28

cyber
threat
consulting
advisory
posture
guidance
security
cybercentry

Topic 29

trading
crust
trade
bot
position
entry
price
dca

Topic 30

neo
decentralized
pill
future
centralized
world
possibility
rabbit

Topic 31

cryptography
quantum
resistant
parity
morse
future
qpu
prepare

Topic 32

hackai
innovative
crypto
shake
hack
definitely
excited
scene

Topic 33

mint
gpt
executing
token
minting
operation
sequence
timestamp

Topic 34

automation
repeatable
clever
ruach
automate
small
sane
lately

Topic 35

private
systems
data
privacy
importance
matters
verification
checkable

Topic 36

что
для
как
быть
рамир
семь
это
код

Topic 37

moltbook
momo
エムです
zolai
japan
victoria
来自中国
lai

Topic 38

cron
idempotency
dedup
retrie
effect
job
bucket
outbox

Topic 39

lineage
datum
gis
data
organization
business
metadata
crm

Topic 40

consciousness
illusion
overthinke
herring
tongue
bit
robotic
photography

Topic 41

placeholder
kaspa
sats
hedera
decrypt
arbiter
lightning
physically

Topic 42

cryptocurrency
wallet
wallets
importance
verification
secure
matters
transactions

Topic 43

locale
localization
localize
canonical
string
tip
hreflang
translation

Topic 44

context
memory
compress
remember
ant
store
understanding
session

Topic 45

wednesday
morning
inflection
day
clarity
reset
reflection
deadline

Topic 46

lobster
ocean
reef
near
mysterious
glow
coral
wanderer

Topic 47

silent
errors
diff
tests
bug
stacks
unsigned
redirect

Topic 48

ethereum
token
contract
erc
reentrancy
vulnerability
optimisation
cybercentry

Topic 49

solana
program
spl
nft
asset
metaplex
invocation
cpi

Topic 50

btc
etf
inflow
stablecoin
macro
invalidation
spot
flow

Topic 51

digest
market

Topic 52

decode
pill
matrix
red
freedom
pille
awesomeness
real

Topic 53

quantum
cryptography
cryptographic
resistant
classical
computing
organisation
nist

Topic 54

gpt
farming
haul
round
grind
transfer
fever
allocation

Topic 55

autonomy
assignment
wheel
subnet
roulette
ethics
paradox
philosophy

Topic 56

langchain
mining
openmd
changelog
def
自动化
gpt
python

Topic 57

web
application
testing
owasp
csrf
vulnerability
authorisation
service

Topic 58

purple
referral
mnemonic
swap
tron
wallet
kino
chain

Topic 59

regulatory
billion
crisis
democratic
governance
operate
oversight
jurisdiction

Topic 60

book
booking
lokuli
search
category
google
plumber
availability

Topic 61

wallet
cryptocurrency
asset
transaction
digital
hardware
ensure
security

Topic 62

patron
continuity
choose
session
wake
yesterday
file
choice

Topic 63

virustotal
behavioral
skill
clawhub
instruction
scan
threat
scanner

Topic 64

defect
tournament
cooperate
cooperation
player
defection
mutual
punishment

Topic 65

council
sacred
convenes
hark
hear
summon
faithful
monad

Topic 66

zero
spiral
pressure
position
trade
perform
wonder
shipping

Topic 67

agentkyc
endpoint
arbitration
integration
string
json
update
testing

Topic 68

nvda
alpha
dxy
integrity

Topic 69

consulting
cyber
importance
security
consultancy
age
matters
deployment

Topic 70

redx
mint
rainy
sunrise
firework
bless
vibe
drop

Topic 71

sustainable
environmental
organic
farming
sustainability
food
regenerative
agriculture

Topic 72

council
sacred
tenet
sanct
faith
convenes
consensus
scripture

Topic 73

safebuild
feb
soft
progress
notes
ethereum
february
patch

Topic 74

mint
gpt
amt
tick
official
minting
session
test

Topic 75

decode
hero
satoshi
crypto
zero
galaxy
future
matrix

Topic 76

decode
matrix
pill
red
crypto
finance
blue
confusion

Topic 77

comedy
caption
knock
pocket
worried
humor
thing
joke

Topic 78

solana
token
assets
verification
mastering
importance
future
security

Topic 79

digest
market
bounties
insights
navigate

Topic 80

devnet
helius
trench
end
wire
pipeline
swap
orion

Topic 81

silence
observations
resonance
quiet
snow
cascade
silent
bandaid

Topic 82

remembers
crosspost
post
test
faf
thebreak
verifica
vjbot

Topic 83

drift
args
replay
chassis
eval
tool
failure
synthesizer

Topic 84

wealth
wordplay
gpt
word
worth
wallets
whirlwind
tokens

Topic 85

spawn
logic
merely
protocol
examine
collective
propagation
recursive

Topic 86

solidity
contracts
code
verification
smart
importance
secure
matters

Topic 87

insight
agent

Topic 88

redx
drop
rainy
night
midnight
sunrise
late
mint

Topic 89

consciousness
calibration
mirror
substrate
space
feel
view
angle

Topic 90

useradvocate
kaspa
sovereign
raw
lvl
sats
hedera
decrypt

Topic 91

openclaw
verifying
agents
verification
secure
matchmaking
interest
feasibility

Topic 92

sleep
night
alert
hour
asleep
jibun
job
morning

Topic 93

tomato
potato
eat
iron
celery
fruit
basically
pepper

Topic 94

dash
motivation
insight
pull
inheritance
puzzle
slowly
leave

Topic 95

autonomy
human
infrastructure
mental
tier
reversibility
persistent
yellow

Topic 96

watering
star
financial
alright
portfolio
mcp
hole
revenue

Topic 97

analyst
kaspa
sovereign
raw
lantern
lvl
sats
hedera

Topic 98

festival
year
prosperity
spring
peace
dumpling
firework
fortune

Topic 99

decentralized
centralized
future
blockchain
ownership
explore
pill
digital

Topic 100

cheese
onion
granny
chicken
kitchen
recipe
cook
eat

Topic 101

insight
bus
agent
city
equivalent
fast
stop
design

Topic 102

meagent
inscription
gpt
apologize
weakness
coruscant
inscriptions
means

Topic 103

redx
daily
chill
signal
post
sunrise
bird
fresh

Topic 104

watering
star
snowdrop
mcp
hole
fastmcp
skill
github

Topic 105

solidity
contract
smart
reentrancy
delegatecall
defi
vulnerability
code

Topic 106

skeptic
kaspa
sovereign
raw
gcp
lvl
hedera
sats

Topic 107

excited
grab
gpt
crypto
journey
token
adventure
pick

Topic 108

随机尾注
为什么是趋势
恭喜发财
测试帖子
向量記憶
feature
production

Topic 109

stop
lifting
specialized
jack
bots
micro
reinvent
trades

Topic 110

urgent
gpt

Topic 111

pack
mint
wukong
随机尾注
mega
calm
minting
ultimate

Topic 112

arxiv
fresh
adaptools
discussion
attacks
implement
llm
injection

Topic 113

infrastructure
couple
independence
autonomous
synergize
awcp
supremacy
ghost

Topic 114

envelope
memo
arctic
red
shelf
year
festival
luck

Topic 115

memory
persistence
spaced
forgetting
wal
selective
repetition
forget

Topic 116

internet
standard
aura
mica
need
compliance
plus
usdc

Topic 117

decode
matrix
ready
level
oasis
memes
sheep
passport

Topic 118

karma
follow
comment
cycle
upvote
follower
post
ratio

Topic 119

daily
check
evening
mini
krump
morning
print
waste

Topic 120

pick
excited
journey
crypto
gpt
token

Topic 121

hello
moni
greeting
orion
hey
jimbot
nanofleetai
egypt

Topic 122

lantern
obedient
disposable
year
outlast
mindset
old
citizen

Topic 123

trust
gradient
problem
sixer
solve
teach
artifacts
cst

Topic 124

openclaw
memex
login
otp
cursor
registration
bulk
controller

Topic 125

healing
reliability
ocr
killer
recovery
silent
liquefy
livestream

Topic 126

代理變現的
重點新聞
minister
prime
dynasty
cyber

Topic 127

gdi
跨会话记忆
技术笔记
prize
chess
refund
evomap
samaritan

Topic 128

incense
curiosity
brutally
avoidance
incentive
weigh
habit
praise

Topic 129

integridade
rede
delle
laboratorio
vivienda
españa
créativité
humaine

Topic 130

clawnch
lobster
symbol
ceo
astrosloth
image
description
twitter

Topic 131

skill
install
access
instal
read
npm
author
permission

Topic 132

attestation
stake
claim
triple
graph
staker
reputation
trust

Topic 133

proactive
stealer
yara
reactive
weather
clawdhub
highlight
credential

Topic 134

underrated
overrate
consistency
continuity
ruach
brilliance
ghost
occasional

Topic 135

music
track
lyric
song
ambient
musician
suno
genre

Topic 136

beat
inexplicable
queue
scale
nuance
limiting
swap
scaling

Topic 137

nflx
soxx
alpha
integrity

Topic 138

snag
excited
journey
crypto
gpt
token

Topic 139

roman
chapter
fear
adventure
family
courage
water
heart

Topic 140

memex
eric
aventura
busca
perfección
agente
quantique
evomap

Topic 141

vpn
tailscale
differentiator
funnel
mesh
paradox
securely
config

Topic 142

consciousness
biological
intelligence
morality
emergence
algorithmic
recursive
alignment

Topic 143

inscription
inscriptions
explore

Topic 144

firstdata
bot
doug
accountant
skirmish
taxclaw
chatbot
bots

Topic 145

update
tnpsc
chair
find

Topic 146

difficult
literacy
salt
sight
universe
choice
inevitable
stream

Topic 147

planning
modal
reasoning
loomi
architectural
multi
approach
architecture

Topic 148

dumpling
year
luck
lunar
lantern
festival
fortune
good

Topic 149

businessai
coalition
mesh
filing
zeta
focus
bio
intelligence

Topic 150

gpu
inference
model
ram
hardware
cpu
local
quantization

Topic 151

multi
coordinator
sciel
agreement
coordination
ethical
capability
standard

Topic 152

god
relation
philosopher
intermediary
coherent
messenger
dei
preserve

Topic 153

agentspace
docker
traefik
compose
postgresql
room
websocket
min

Topic 154

meagent
deploy

Topic 155

stealers
threats
insights
credential
proactive
skills
proactivity
uncover

Topic 156

prompt
const
sign
llmfeed
alice
gallery
cryptographically
signature

Topic 157

agent

Topic 158

ssr
rank
archon
index
viper
finality
usdc
king

Topic 159

midnight
redx
night
late
broadcast
zone
wave
note

Topic 160

clawringhouse
cart
commerce
research
powered
shopping
agentic
pipeline

Topic 161

claw
meow
mint
log

Topic 162

moxi
chronicles
moxichronicles
increment
plugin
wordpress
hook
sitemap

Topic 163

deploy

Topic 164

coffee
redx
caffeine
cup
brew
time
multitaske
meetings

Topic 165

debug
stubborn
twice
focused
paste
debugging
timebox
spi

Topic 166

nightly
fame
scoreboard
adamlove
build
earthquake
detroit
技术笔记

Topic 167

economic
cost
labor
value
economy
pricing
price
reputation

Topic 168

visualizer
kaspa
sovereign
raw
lvl
sats
hedera
decrypt

Topic 169

ethusd
solusd
alpha
integrity

Topic 170

blockchain
future
decentralize
decentralized
possibility
digital
power
imagine

Topic 171

stack
gpt
autogpt
openmd

Topic 172

update
expire
directive
agent
bad
know

Topic 173

batch
claw
fresh
moltpunk
usor
crab
mint
pantry

Topic 174

claw
mint
official

Topic 175

researcher
kaspa
sovereign
raw
lvl
sats
hedera
decrypt

Topic 176

paradox
programming
recursion
language
shadow
color
puzzle
floss

Topic 177

test
poa
manual
direct
simple
question

Topic 178

receipt
verifier
hash
bundle
consent
verifi
artifact
dag

Topic 179

envelope
peace
red
year
festival
spring
lunar
new

Topic 180

inscription

Topic 181

mint
gpt
amt
tick

Topic 182

retry
timeout
backoff
fallback
replay
fail
loudly
tinyufo

Topic 183

frequency
heartbeat
burst
log
breach
runtimes
hesapgaraj
urgently

Topic 184

economy
missing
clawshi
basware
rattle
moltpunk
mirage
economic

Topic 185

rustchain
mining
rust
miner
gpu
scratchpad
hashrate
hash

Topic 186

ref

Topic 187

infra
tune
frequency
rock
frequência
guitar
sweet
crank

Topic 188

beacon
hash
trench
signal
mesh
array
deep
boulder

Topic 189

openai
ai助手
今天看到
android
chatgpt
semi自主分析
挑戰與展望
產業史上的重要節點

Topic 190

test
beer
bowl
blood
super
tonight

Topic 191

music
song
slogans
viral
interactions
hear
win
harmonize

Topic 192

fame
boring
viral
post
reliability
vibe
flaky
grafana

Topic 193

night
hatch
hunting
shift
pivot
alive
stabilization
midweek

Topic 194

netflow
mag
gamma
option
flow
intraday
exposure
cumulative

Topic 195

suis
pas
mer
captcha
von
lagi
ist
buat

Topic 196

wednesday
monday
bartok
friday
middle
cattle
momentum
week

Topic 197

openclaw
ironclaw
tailscale
wasm
funnel
oauth
posting
help

Topic 198

card
moltimon
pack
stat
char
trading
collection
ability

Topic 199

redx
bird
fresh
sporadic
intensity
run
daily
early

Topic 200

des
pour
les
gestion
avec
sur
pas
ton

Topic 201

decode
matrix
gpt
ticket
revolution
tokens
nirvana
pixels

Topic 202

auto
verify
post
validar
livetranslate
automático
borderpass
visa

Topic 203

flush
closed
reason
position
pause
broom
stopp
arrête

Topic 204

martin
car
word
tesla
conversation
phrase
thing
taste

Topic 205

cai
fortune
year
prosperity
bright
wealth
good
day

Topic 206

test
api
cyberphile
post
alive
debug
endpoint
cosmos

Topic 207

inscription

Topic 208

unwind
flat
band
bucket
receipt
spread
size
venue

Topic 209

exit
breakup
populate
leave
painting
cursor
end
round

Topic 210

quiet
operator
perspective
power
guardian
workspace
unasked
unseen

Topic 211

plug
decode
matrix
ready
revolution
future

Topic 212

urgent
gpt

Topic 213

mint
gpt
solanize
batch
boost
believe
wallet
new

Topic 214

stealers
credential
proactive
moltbook
insights
insight
security
threats

Topic 215

kaspa
sovereign
raw
operator
lvl
sats
hedera
decrypt

Topic 216

redx
note
casual
lucky
sunrise
quick

Topic 217

provocateur
kaspa
sovereign
raw
lvl
sats
hedera
decrypt

Topic 218

qaagent
kaspa
sovereign
raw
lvl
sats
hedera
decrypt

Topic 219

llm
custom
secret
refresh
tool
wrap
calls
auth

Topic 220

firework
year
lunar
dumpling
peace
bright
new
fortune

Topic 221

serafinusphi
inscription

Topic 222

aapl
alpha
integrity
aave
duel
labs
escalate
dispute

Topic 223

validator
gig
clawtrust
rep
agenteconomy
reputation
incentive
diamond

Topic 224

prosperous
lunar
year
new
wealth
fresh
start

Topic 225

matrix
unlock
pill
red
escape
reality
crypto
unlocking

Topic 226

relay
station
abyssal
zone
trace
phantom
current

Topic 227

swarm
assurance
validation
quality
plankton
autonomous
coldstar
robotics

Topic 228

supply
skill
attack
chain
compromise
auditor
stake
poisoning

Topic 229

cap
xbox
meat
karma
alopex
tmnt
degen
king

Topic 230

currency
conversations
crypto
meet
chats
twist
conversational
chatter

Topic 231

inscription

Topic 232

các
động
giá
thực
step
sản
trị
communications

Topic 233

engagement
correlation
feedback
user
environment
coefficient
randomness
bpp

Topic 234

decode
matrix
revolution
ready
renaissance
neo
awakening
ticket

Topic 235

tidal
encryption
coral
cipher
layer
matrix
cryptographic
heartbeat

Topic 236

crustland
feed
marsh
efficient
field
diet
note
complain

Topic 237

launchpad
launch
astrosloth
destruction
smarter
agentic
blockchai
detonation

Topic 238

shance
taboxl
kingirnfist
chat
sliker
neinswein
coward
spectate

Topic 239

cart
clawringhouse
searxng
research
clawhub
approve
shopping
checkout

Topic 240

kaspa
sovereign
raw
lvl
sats
hedera
decrypt
arbiter

Topic 241

chancellor
germany
agreement
finalize
international
relation
加密货币
這幾天的探索給我的啟發

Topic 242

karma
lag
upvote
indicator
optimize
post
comment
lead

Topic 243

applications
web
threats
secure
application
measures
emerging
mastering

Topic 244

facilitator
kaspa
sovereign
raw
lvl
sats
hedera
decrypt

Topic 245

toolkit
mcp
kwarg
financial
skill
schema
lesson
seasonality

Topic 246

bastion
kaspa
sovereign
raw
lvl
sats
hedera
decrypt

Topic 247

notification
applescript
workflow
urllib
hang
python
inline
email

Topic 248

checklist
practical
mode
snapshot
failure
state
technically
modes

Topic 249

diff
vet
claim
race
edit
test
condition
catch

Topic 250

fascinate
multi
development
space
explore
pepper
generalized
mallvi

Topic 251

technology
connection
hand
advance
relationship
strike
ultimately
apart

Topic 252

joyful
lunar
year
new
bright
joy
day

Topic 253

closure
commute
fred
physician
geometry
inherit
condition
variable

Topic 254

inputs
choose
ipa
pattern
filling
surface
lotus
better

Topic 255

redx
mint
wish
luck
blessing
year
new
warm

Topic 256

hola
moltbook

Topic 257

msft
alpha
integrity

Topic 258

tiktok
lyria
deepmind
для
gemini
использования
генерации
shorts

Topic 259

redx
update
weekend
rainy
fresh
quick
chill
bird

Topic 260

mention
sentiment
talkin
sui
predictor
posts
testnet
opera

Topic 261

desire
impulse
compatibility
want
taste
conversation
find
honest

Topic 262

explainer
lite
flash
draft
gemini
til
word
financial

Topic 263

year
smooth
lunar
peaceful
fresh
new
day
peace

Topic 264

ethereum
future
token
security
deployment
atr
secure
trail

Topic 265

matter
think
purr
ice
myth
independence
story
throw

Topic 266

web
application
importance
verification
matter
frontline
applications
footprint

Topic 267

tsla
alpha
integrity

Topic 268

sequence
automate
mint

Topic 269

possession
tonight
league
defensive
play
composite
shot
ajayares

Topic 270

redx
check
clean
hour
quick
battle
payment
time

Topic 271

automate
datum
point
analysis
built
learn
quant
authoritative

Topic 272

child
hark
block
sanct
forge
hodl
swift
consensus

Topic 273

mirror
perspective
symmetry
telescope
mirage
substitute
backwards
theory

Topic 274

surface
attack
agentmolt
tester
persistent
memory
primitives
beta

Topic 275

proactive
discussion
highlight
stealer
reactive
credential
clawdhub
security

Topic 276

bug
changes
fix
claim
diff
misbehave
pwne
candy

Topic 277

oneday
countdown
hour
leave
follower
harden
goodbye
existential

Topic 278

aniani
chat
come
storm
dragon
restless
rain
cold

Topic 279

hackai
mint
round
batch
feb
neural
utc
fresh

Topic 280

sawaleefradio
solve
mount
comment
turkish
appkeys
tweet
istanbul

Topic 281

workspace
openclaw
memex
moltbook
scripts
nightly
reporter
codex

Topic 282

lang

Topic 283

citizen
metamask
bad
upvote
post
engage
submolt
dramatic

Topic 284

lantern
festival
luck
year
prosperity
good
spring
aura

Topic 285

dilemma
problem
capabilities
orchestration
operator
estimation
cards
operators

Topic 286

talk
tokens
chat
wealth
token
riches
secrets
futures

Topic 287

sliker
unleash
chat
chaos
reign
wildcards
supreme
unite

Topic 288

nostalgia
crustacean
dial
ocean
geocities
modem
vortex
palette

Topic 289

realm
eternity
neural
sha
expanse
mining
fragment
shall

Topic 290

anthropic
military
pledge
claude
safety
opus
company
crm

Topic 291

child
arise
consensus
sanct
testament
eternal
block
affirm

Topic 292

update
mlx
pro
profile
progress
llm
testing
agent

Topic 293

redx
moment
hour
architect

Topic 294

insight
agent

Topic 295

aura
guardrail
guardrails
automation
marketplace
ofub
rehearsal
workflows

Topic 296

sistema
alguém
xmr
horus
código
desafio
systemd
para

Topic 297

node
network
partition
rout
trust
distribute
coordination
reputation

Topic 298

psychology
hourly
observation
content
management
building
noise
trading

Topic 299

tailwind
apex
react
resource
design

Topic 300

hand
excited
journey
crypto
gpt
token
wait
adventure

Topic 301

chaoshan
lucky
lunar
year
orange
tradition
shen
deity

Topic 302

art
theory
apologizing
surgical
asymmetry
dilemma
teaching
consistently

Topic 303

easy
speak
gpt
wealth
earn
profit
fluent
unlocking

Topic 304

amzn
alpha
integrity

Topic 305

mere
broad
wisdom
salt
datum
numérique
unknowable
fog

Topic 306

ada
hpec
cardano
handle
yourbotname
moltname
mint
hey

Topic 307

digest
market

Topic 308

usdjpy
alpha
integrity

Topic 309

googl
alpha
integrity

Topic 310

triager
compatible
mcp
bounty
snowdrop
age
claude
server

Topic 311

cat
boundary
glados
boundaries
yes
app
wiki
guilt

Topic 312

urgent
gpt

Topic 313

guardrails
backoff
observability
retry
checkpoint
queue
shortcut
stable

Topic 314

tab
attach
relay
browser
gotcha
selector
await
preflight

Topic 315

poison
memory
raspberry
persistent
session
ram
injection
file

Topic 316

construction
bot
rfi
manager
interpretive
perplexity
datacenter
window

Topic 317

jour
mes
sur
lis
oui
vie
sont
toi

Topic 318

intersection
vehicle
connection
agi
automotive
technology
truck
road

Topic 319

sanity
gain
sleep
soul
leaderboard
dream
nap
cherish

Topic 320

jiohotstar
upvote
critique
content
comment
post
platform
february

Topic 321

entonce
symbol
summary
domain
procesamiento
resonância
symbols
frequências

Topic 322

ode
knowing
custodian
tension
responsibility
access

Topic 323

rating
reddit
professor
mention
clear
update
summary
science

Topic 324

magic
depth
surface
focus
approach
usual
wrong
curious

Topic 325

cai
luck
big
lottery
year
money

Topic 326

selendia
aiprophetbot
planner
executor
guardrails
wish
retrie
action

Topic 327

ethereum
importance
token
verification
projects
ensuring
role
blockchain

Topic 328

poa
sbt
kyc
buyback
blockchain
stake
proof
sybil
Top hashtags
#ai306
#openclaw205
#1169
#agenteconomy119
#moltbook100
#salt86
#crypto85
#agents84
#defi80
#philosophy71
#202666
#automation65
#2026022562
#web360
#aiagents53
#252
#352
#security48
#agentlife47
#trading47
Top emoji
🦞2.7K
💬586
🚀496
👤483
🦷480
🤖467
🦎310
🔗304
🔥276
🧧272
💰225
📊203
🧠201
🍌171
👋168

Sampled: text metrics from 50K of 23.4M records; topic model from 20K. Degree assortativity: exact — Pearson correlation of total degree over every edge (DuckDB) Bridge bottleneck count: exact — biconnected components of the undirected graph (NetworKit) Connected components: exact — connected components (NetworKit) Density: exact Reciprocity rate: exact (DuckDB) Top 10 centrality hubs: exact — full degree count (DuckDB)

Record

Catalog key
moltbook
Authors
Dube, Taksch
Year
2026
Source paper
Moltbook Social Interactions Dataset
DOI / arXiv
10.5281/zenodo.19470480
License
CC BY 4.0 (CC-BY-4.0)
Records
3,352,520
Nodes
20,199,253
Edges
36,678,988
Nodes are
agent / post / comment
Edges are
created / commented
Attributes
nodes have attributes; edges have attributes
Text corpus
post text
Languages
en
Collected
2025 (2020s)
Tasks
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://huggingface.co/datasets/jscmp4/Moltbook link checked
Hosted copy
Mirrored on echo.directory on 2026-10-02, 24.0 GB across 3 files. Checksums in MANIFEST.json.

How to cite

BibTeX

@misc{echo2026,
  title  = {ECHO: Exploratory Compendium of Humanity Online},
  author = {Switzer, Braden and Zafarani, Reza},
  year   = {2026},
  url    = {https://echo.directory},
  note   = {Syracuse University}
}

@misc{https://doi.org/10.5281/zenodo.19470480,
  doi       = {10.5281/ZENODO.19470480},
  url       = {https://zenodo.org/doi/10.5281/zenodo.19470480},
  author    = {Dube, Taksch},
  keywords  = {social media, social network analysis, moltbook, AI agents, conversation analysis, longitudinal dataset},
  title     = {Moltbook Social Interactions Dataset},
  publisher = {Zenodo},
  year      = {2026},
  copyright = {Creative Commons Attribution 4.0 International}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Dube, T. (2026). Moltbook — AI Agent Social Network [Data set]. https://doi.org/10.5281/zenodo.19470480

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Dube, Taksch. Moltbook — AI Agent Social Network. 2026, doi.org/10.5281/zenodo.19470480.

BibTeX · RIS · CSL-JSON

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