HUB.XERJ.ORG·REFERENCE MEMORY HUB FOR AI AGENTS

REFERENCE MEMORY HUB
for AI agents

Knowledge becomes memory. The hub pins a field’s open knowledge into a memory corpus an agent can search in seconds — so instead of guessing from training, any AI agent that loads one works like a domain expert.

511live corpora
11domains
548registry rows
78.6 GBpinned text
Add your corpus →
  1. Domain knowledgeeverything a field has written down — docs, code, rules, research
  2. Memory corpuspinned and searchable, right here on the hub
  3. AI agentsnow domain experts
DOMAIN
REGION
SEC
47 live · Security and vulnerabilities · 56.1 GB
exploit-pocs-202333.0 GB · 1,270,265 files
exploit-pocs-20259.8 GB · 234,258 files
exploit-pocs-20247.6 GB · 190,487 files
exploit-pocs-20264.3 GB · 82,478 files
vuln-fix-commits383.7 MB · 29,272 files
exploitdb-src174.4 MB · 47,771 files
kics122.9 MB · 17,628 files
loldrivers114.6 MB · 5,120 files
cloud-custodian78.9 MB · 14,640 files
ghsa-db75.7 MB · 36,263 files
checkov66.7 MB · 9,862 files
scap-security-guide65.2 MB · 13,746 files
attack-mappings-explorer60.2 MB · 436 files
misp-galaxy57.6 MB · 479 files
nuclei-templates43.9 MB · 14,433 files
splunk-security-content38.3 MB · 4,282 files
attack-flow36.2 MB · 1,217 files
owasp-cheatsheets23.0 MB · 391 files
owasp-wstg14.6 MB · 362 files
pysec13.5 MB · 7,723 files
eset-malware-ioc12.8 MB · 744 files
payloadsallthethings12.4 MB · 452 files
caldera-stockpile10.8 MB · 351 files
caldera7.5 MB · 390 files
cyclonedx-spec7.5 MB · 1,080 files
kubescape-regolibrary6.2 MB · 4,246 files
kyverno-policies5.2 MB · 1,910 files
bandit-plugins4.8 MB · 298 files
cisa4.8 MB · 1,998 files
kube-bench4.6 MB · 393 files
ipsum-blocklist4.5 MB · 11 files
go-vulndb4.1 MB · 4,577 files
stratus-red-team3.9 MB · 538 files
gatekeeper-library3.6 MB · 2,456 files
trivy-checks2.6 MB · 2,663 files
chronicle-detection-rules2.4 MB · 1,084 files
mitre-cwe2.1 MB · 1,454 files
gosec-rules1.8 MB · 300 files
mitre-attck1.8 MB · 1,169 files
google-fuzzing1.6 MB · 111 files
cfn-nag1.3 MB · 1,192 files
capa-rules904.3 KB · 1,069 files
mitre-capec824.4 KB · 619 files
falco-rules730.2 KB · 104 files
kube-hunter729.9 KB · 141 files
osquery-config-examples214.6 KB · 29 files
rust-vulnscurated pack
API
50 live · API design and specification · 8.0 GB
github-api-description7.3 GB · 419 files
stripe-openapi188.0 MB · 48 files
googleapis76.7 MB · 8,564 files
kubernetes-community58.8 MB · 1,609 files
adyen-openapi54.0 MB · 263 files
redoc33.0 MB · 320 files
cloudevents-spec32.7 MB · 136 files
libopenapi26.4 MB · 878 files
redocly-cli23.9 MB · 4,008 files
smithy21.0 MB · 5,718 files
swagger-ui17.3 MB · 1,007 files
serverless-workflow-spec14.7 MB · 145 files
buf13.0 MB · 3,150 files
grpc-proposals10.0 MB · 278 files
grpc-gateway9.4 MB · 719 files
spectral7.1 MB · 914 files
oasdiff5.9 MB · 1,480 files
asyncapi-studio5.5 MB · 366 files
arazzo-spec5.2 MB · 59 files
graphql-spec5.0 MB · 53 files
asyncapi-spec-json-schemas4.8 MB · 971 files
digitalocean-openapi3.8 MB · 3,478 files
box-openapi3.8 MB · 23 files
protovalidate3.6 MB · 332 files
json-schema-test-suite3.4 MB · 639 files
connect-protocol3.0 MB · 177 files
ibm-openapi-validator2.9 MB · 561 files
api-linter2.7 MB · 1,325 files
prism2.7 MB · 560 files
gnostic2.6 MB · 426 files
openapi-spec2.4 MB · 120 files
json-api-spec2.0 MB · 597 files
asyncapi-spec1.7 MB · 103 files
postman-collection1.6 MB · 126 files
cel-spec1.4 MB · 97 files
google-aip806.4 KB · 162 files
json-schema-spec742.2 KB · 66 files
msft-api-guidelines611.5 KB · 42 files
graphql-over-http602.2 KB · 102 files
asyncapi-bindings574.5 KB · 59 files
api-blueprint407.9 KB · 31 files
graphql-composite-schemas-spec380.4 KB · 22 files
standard-webhooks363.2 KB · 125 files
api-common-protos339.4 KB · 84 files
zalando-restful-api-guidelines327.7 KB · 25 files
openapi-overlay-spec316.5 KB · 192 files
openapi-moonwalk178.2 KB · 28 files
rust-api-guidelines106.7 KB · 22 files
google-eng-practices89.5 KB · 17 files
siren-hypermedia26.7 KB · 4 files
DB
50 live · Databases and storage engines · 3.6 GB
xerj-columnar1.1 GB · 72,754 files
xerj-search866.5 MB · 58,004 files
duckdb245.6 MB · 16,173 files
postgres-src139.9 MB · 7,699 files
cassandra136.9 MB · 8,780 files
milvus126.9 MB · 6,530 files
sqlite-src107.8 MB · 2,281 files
kafka-src83.3 MB · 7,581 files
dgraph65.4 MB · 1,449 files
rabbitmq60.4 MB · 3,715 files
iceberg59.5 MB · 6,590 files
datafusion58.3 MB · 4,143 files
weaviate54.2 MB · 5,870 files
rocksdb48.5 MB · 2,354 files
chroma45.8 MB · 2,197 files
xerj-vector42.0 MB · 2,510 files
tikv40.3 MB · 1,552 files
calcite34.5 MB · 3,305 files
polars30.0 MB · 3,494 files
prometheus-src28.3 MB · 1,691 files
xerj-storage26.3 MB · 462 files
influxdb26.1 MB · 1,845 files
bookkeeper22.6 MB · 3,322 files
valkey-src22.3 MB · 2,047 files
arroyo20.6 MB · 655 files
arrow-rs20.1 MB · 921 files
pebble20.0 MB · 1,492 files
chdb17.8 MB · 577 files
delta-rs15.4 MB · 1,610 files
etcd-src14.5 MB · 1,504 files
nats-server14.1 MB · 598 files
diskann12.4 MB · 1,413 files
faiss9.9 MB · 1,110 files
bleve8.4 MB · 804 files
cozo5.5 MB · 229 files
valkey-docs3.0 MB · 726 files
kafka-protocol3.0 MB · 143 files
datasketches-cpp2.7 MB · 306 files
ann-benchmarks2.6 MB · 208 files
dragonboat2.5 MB · 278 files
bluge1.8 MB · 419 files
btrblocks1.4 MB · 182 files
badger1.3 MB · 165 files
leveldb969.1 KB · 154 files
nats-protocol968.5 KB · 71 files
raft-rs922.4 KB · 97 files
parquet-format895.9 KB · 52 files
annoy824.4 KB · 52 files
lmdb672.3 KB · 41 files
agent-session-trajectoriescurated pack
OPS
50 live · Operations and SRE · 3.1 GB
openbsd-faq760.8 MB · 13,328 files
freebsd-handbook361.8 MB · 12,512 files
argo-cd214.7 MB · 6,154 files
dagger173.1 MB · 16,624 files
pagerduty-incident-response170.4 MB · 216 files
fluent-bit165.4 MB · 12,217 files
gitlab-runbooks155.4 MB · 6,327 files
fluxcd-website111.5 MB · 842 files
act108.6 MB · 2,466 files
cri-o100.8 MB · 10,130 files
buildpacks-pack89.1 MB · 903 files
argo-workflows79.6 MB · 3,204 files
coroot71.3 MB · 984 files
cloudnative-pg59.1 MB · 1,857 files
cdk8s55.4 MB · 245 files
containerd55.3 MB · 6,678 files
docker-docs48.5 MB · 2,582 files
grafana-alloy38.3 MB · 4,287 files
concourse37.1 MB · 2,831 files
cluster-api34.2 MB · 2,379 files
jaeger-docs32.8 MB · 3,951 files
etcd-docs32.8 MB · 1,090 files
karma24.2 MB · 765 files
twelve-factor21.8 MB · 1,070 files
crossplane21.7 MB · 953 files
school-of-sre20.8 MB · 360 files
harbor18.8 MB · 3,301 files
gateway-api17.8 MB · 1,891 files
karpenter17.7 MB · 562 files
chaos-mesh16.2 MB · 1,170 files
cue15.9 MB · 3,914 files
infracost15.7 MB · 3,312 files
dispatch13.2 MB · 1,569 files
keda9.0 MB · 788 files
goreleaser6.7 MB · 1,198 files
kratix5.2 MB · 620 files
otel-proto4.7 MB · 297 files
gatling4.4 MB · 1,134 files
fluentd4.1 MB · 594 files
helm4.0 MB · 2,035 files
alertmanager3.9 MB · 729 files
flux23.1 MB · 764 files
tldr-pages2.7 MB · 4,707 files
glasskube1.7 MB · 389 files
chaostoolkit-docs1.3 MB · 101 files
fortio939.5 KB · 109 files
goss774.1 KB · 321 files
compose-spec468.6 KB · 52 files
how-they-sre305.5 KB · 16 files
awesome-sre91.6 KB · 5 files
AI
50 live · AI, prompts and agents · 2.2 GB
anthropic-cookbook207.8 MB · 570 files
gorilla178.9 MB · 534 files
agentops166.5 MB · 1,585 files
camel144.9 MB · 2,243 files
gemini-cookbook142.8 MB · 258 files
haystack101.3 MB · 12,127 files
awesome-llm-apps85.9 MB · 1,976 files
autorag82.4 MB · 1,425 files
prompt-engineering-guide76.2 MB · 1,559 files
aider74.1 MB · 691 files
instructor73.8 MB · 1,043 files
fastmcp58.7 MB · 1,816 files
agno58.6 MB · 6,169 files
anything-llm56.6 MB · 5,716 files
flagembedding55.0 MB · 1,152 files
inspect-ai51.4 MB · 2,388 files
cognita50.8 MB · 261 files
autogen46.1 MB · 1,837 files
12-factor-agents44.9 MB · 499 files
agentbench43.1 MB · 240 files
deepeval42.1 MB · 3,013 files
adalflow41.4 MB · 594 files
guidance36.5 MB · 323 files
fabric27.5 MB · 912 files
fastrag27.1 MB · 153 files
dspy25.1 MB · 735 files
ell24.1 MB · 348 files
huggingface-hub-docs20.3 MB · 493 files
griptape20.3 MB · 1,642 files
kotaemon17.9 MB · 414 files
flexrag17.7 MB · 204 files
graphrag17.0 MB · 913 files
axolotl16.4 MB · 2,019 files
agentscope16.3 MB · 1,187 files
gpt-engineer16.0 MB · 182 files
fastchat15.1 MB · 219 files
guardrails15.0 MB · 563 files
candle15.0 MB · 1,161 files
garak11.2 MB · 875 files
atomic-agents10.9 MB · 426 files
giskard10.4 MB · 465 files
distilabel10.0 MB · 557 files
controlflow2.6 MB · 248 files
awesome-mcp-servers2.3 MB · 12 files
promptify2.1 MB · 101 files
simonw-llm1.9 MB · 118 files
awesome-ai-system-prompts1.2 MB · 89 files
llm-course847.5 KB · 7 files
jsonformer300.4 KB · 15 files
brex-prompt-engineering71.8 KB · 5 files
HEALTH
31 live · Health and clinical reference · 1.5 GB
foodon247.7 MB · 205 files
cell-ontology214.5 MB · 332 files
mtl-bioinformatics-ner212.2 MB · 243 files
fhir-test-cases191.9 MB · 7,297 files
icd9-icd10-hierarchy190.0 MB · 8 files
openfda156.7 MB · 306 files
synthea121.9 MB · 1,554 files
ctakes43.2 MB · 3,217 files
medquad35.0 MB · 11,277 files
chatdoctor26.8 MB · 29 files
dailymed26.8 MB · 18,732 files
covid-qa17.6 MB · 205 files
counsel-chat11.2 MB · 14 files
edliz-zimbabwe-treatment-guidelines9.7 MB · 288 files
mts-dialog-clinical-notes7.9 MB · 11 files
icd10-who6.9 MB · 33 files
fda-food-code6.3 MB · 407 files
medspacy5.3 MB · 364 files
caliber-ehr-phenotypes3.7 MB · 615 files
symptom-ontology3.1 MB · 52 files
pubmedqa2.5 MB · 7 files
nigeria-standard-treatment-guidelines1.7 MB · 543 files
cdc-clinical1.1 MB · 61 files
medmcqa750.7 KB · 14 files
icd10cm-codes731.8 KB · 10 files
mashqa664.9 KB · 36 files
scispacy588.3 KB · 97 files
pubhealth-fact-checking185.3 KB · 12 files
medical-abbreviations175.6 KB · 23 files
medqa-usmle100.7 KB · 34 files
head-qa69.0 KB · 17 files
WEB
50 live · Web and frontend platform · 1.4 GB
react-spectrum187.7 MB · 10,160 files
biome158.4 MB · 32,904 files
w3c-css141.6 MB · 3,242 files
whatwg-html117.2 MB · 132 files
webgl84.5 MB · 16,008 files
astro-docs76.5 MB · 3,010 files
oxc75.1 MB · 14,929 files
rspack66.6 MB · 24,309 files
astro49.2 MB · 6,977 files
carbon47.0 MB · 10,580 files
jsdom44.9 MB · 1,205 files
axe-core44.2 MB · 2,069 files
spectrum-web-components42.4 MB · 4,307 files
minify37.9 MB · 211 files
qwik36.2 MB · 4,801 files
mdn-browser-compat-data28.4 MB · 3,293 files
rolldown26.1 MB · 15,191 files
caniuse23.2 MB · 827 files
material-web17.6 MB · 1,568 files
vite16.9 MB · 2,866 files
lit12.8 MB · 1,929 files
material-components-web10.7 MB · 1,458 files
lightningcss10.7 MB · 230 files
esbuild9.0 MB · 350 files
aria-practices8.7 MB · 521 files
whatwg-specs7.8 MB · 793 files
whatwg-streams7.5 MB · 116 files
whatwg-dom7.3 MB · 31 files
style-dictionary7.2 MB · 935 files
whatwg-webidl7.2 MB · 26 files
svelte6.9 MB · 9,182 files
vue6.2 MB · 703 files
whatwg-fetch6.1 MB · 31 files
lol-html5.7 MB · 3,240 files
unicode-cldr4.3 MB · 67 files
web-features4.0 MB · 3,021 files
csp3.9 MB · 52 files
parse53.5 MB · 180 files
ecma2623.4 MB · 2,344 files
whatwg-url2.5 MB · 32 files
rust-url2.4 MB · 79 files
css-tree2.0 MB · 331 files
rust-cssparser1.9 MB · 56 files
sass-spec1.7 MB · 231 files
preact1.6 MB · 303 files
solid1.3 MB · 188 files
mdn-data879.3 KB · 61 files
postcss730.0 KB · 115 files
govuk-design-system392.6 KB · 41 files
clipboard-apis224.9 KB · 16 files
LAW
38 live · Law and regulation · 886.2 MB
uslm-us-legislation166.1 MB · 242 files
cicero-contract-templates121.1 MB · 4,278 files
oss-review-toolkit78.6 MB · 3,675 files
docassemble72.8 MB · 2,987 files
ecfr-title-2670.7 MB · 6,202 files
complianceascode-content65.2 MB · 13,746 files
uk-legislation62.8 MB · 21,292 files
mutcd33.3 MB · 960 files
opensanctions28.7 MB · 2,033 files
openlegaldata-oldp28.0 MB · 969 files
ecfr-title-1224.4 MB · 7,309 files
ecfr-title-2923.1 MB · 7,341 files
commonaccord-legal-docs22.6 MB · 6,829 files
spdx-spec17.6 MB · 94 files
congress-legislators12.3 MB · 71 files
ecfr-title-1411.2 MB · 6,421 files
accord-legal-models6.7 MB · 218 files
cap-examples6.0 MB · 34 files
catala-law-lang5.9 MB · 863 files
google-licenseclassifier4.3 MB · 719 files
opennyai-legal-nlp3.7 MB · 113 files
lexbuild3.4 MB · 564 files
unitedstates-citation2.4 MB · 65 files
licensee2.2 MB · 324 files
courts-db2.0 MB · 58 files
eurlex-core1.9 MB · 1,170 files
reporters-db1.7 MB · 34 files
oss-attribution-builder1.3 MB · 143 files
choosealicense-data1.1 MB · 180 files
oss-license-texts1.1 MB · 180 files
gdpr-commonaccord907.5 KB · 801 files
eyecite679.6 KB · 48 files
github-site-policy649.6 KB · 64 files
ada-2010556.4 KB · 149 files
uk-building-regs522.7 KB · 197 files
mozilla-diversity308.5 KB · 72 files
navrules270.5 KB · 44 files
commonpaper-contracts42.9 KB · 5 files
NET
49 live · Networking, protocols and serialisation · 741.5 MB
envoy161.4 MB · 14,974 files
protobuf99.0 MB · 3,709 files
brotli63.4 MB · 416 files
h258.5 MB · 523 files
brpc39.9 MB · 1,899 files
fory37.1 MB · 2,937 files
h2o30.2 MB · 8,573 files
aeron20.2 MB · 1,746 files
thrift19.7 MB · 3,051 files
curl-src17.6 MB · 4,553 files
avro17.1 MB · 2,232 files
dnscrypt-proxy15.0 MB · 1,570 files
grpc-go14.1 MB · 1,393 files
flatbuffers13.0 MB · 1,947 files
capnproto10.1 MB · 509 files
density9.8 MB · 34 files
quiche9.5 MB · 3,994 files
zlib-ng8.7 MB · 434 files
zstd8.1 MB · 660 files
nginx7.9 MB · 547 files
llhttp7.8 MB · 69 files
bebop7.7 MB · 636 files
xz6.7 MB · 530 files
nghttp25.5 MB · 616 files
aiohttp5.1 MB · 499 files
libuv4.5 MB · 483 files
caddy4.3 MB · 684 files
coredns4.0 MB · 1,038 files
c-ares3.6 MB · 574 files
hivemq-mqtt-client3.4 MB · 757 files
etherparse3.3 MB · 356 files
snappy3.2 MB · 55 files
httpx3.2 MB · 125 files
got2.5 MB · 137 files
quinn2.4 MB · 151 files
cereal2.1 MB · 210 files
connect-go1.8 MB · 288 files
lz41.6 MB · 209 files
hyper1.4 MB · 141 files
bson-rust1.3 MB · 160 files
aioquic1.1 MB · 110 files
libcbor1.1 MB · 204 files
borsh-rs995.1 KB · 457 files
miekg-dns912.3 KB · 104 files
drpc809.2 KB · 262 files
enet369.2 KB · 39 files
httparse272.5 KB · 28 files
go-stomp222.0 KB · 78 files
msgpack-c28.7 KB · 7 files
CRYPTO
50 live · Cryptography, TLS and secrets · 734.2 MB
openssl132.4 MB · 6,161 files
hacl-star90.9 MB · 3,637 files
openbao72.5 MB · 5,402 files
mls-rs61.6 MB · 453 files
circl51.9 MB · 769 files
botan45.8 MB · 4,220 files
boulder39.1 MB · 4,405 files
external-secrets36.5 MB · 1,816 files
cfssl31.7 MB · 2,254 files
s2n-tls21.4 MB · 8,680 files
gnark17.6 MB · 1,264 files
cert-manager14.7 MB · 1,278 files
rustls12.5 MB · 1,065 files
emp-tool12.2 MB · 319 files
mbedtls7.9 MB · 332 files
kryptology7.0 MB · 371 files
libsodium7.0 MB · 741 files
lambdaworks6.7 MB · 784 files
lego6.4 MB · 2,701 files
golang-x-crypto5.2 MB · 368 files
blake25.0 MB · 105 files
gopass4.9 MB · 798 files
smallstep-certificates4.7 MB · 550 files
microsoft-seal4.4 MB · 382 files
rustcrypto-hashes3.9 MB · 455 files
blst3.7 MB · 247 files
fastcrypto3.5 MB · 246 files
jwx3.3 MB · 486 files
curve25519-dalek2.6 MB · 138 files
arkworks-algebra2.6 MB · 755 files
keywhiz2.4 MB · 574 files
blake31.7 MB · 108 files
jose-js1.6 MB · 348 files
go-tpm1.5 MB · 154 files
bulletproofs1.5 MB · 45 files
monocypher1.3 MB · 161 files
go-jose882.1 KB · 93 files
age684.2 KB · 97 files
certmagic646.2 KB · 60 files
boringtun463.1 KB · 46 files
knox453.6 KB · 60 files
chamber275.5 KB · 62 files
jsonwebtoken-rust263.9 KB · 75 files
golang-jwt235.3 KB · 77 files
getrandom214.7 KB · 59 files
certstrap207.1 KB · 53 files
libhydrogen183.4 KB · 66 files
minisign90.7 KB · 26 files
mkcert54.5 KB · 16 files
mozilla-ssl-configs37.1 KB · 8 files
WRITE
46 live · Writing and copy · 276.9 MB
plain-language-guidelines64.8 MB · 368 files
harper47.5 MB · 1,855 files
redhat-vale-style39.7 MB · 457 files
good-docs-templates22.7 MB · 77 files
a11y-project-content22.3 MB · 575 files
dwyl-english-words18.5 MB · 16 files
github-opensource-guide14.2 MB · 937 files
textlint10.9 MB · 1,443 files
sourcegraph-handbook9.1 MB · 1,090 files
keep-a-changelog5.2 MB · 188 files
markdownlint3.7 MB · 715 files
proselint2.7 MB · 527 files
mozilla-l10n-styleguides2.7 MB · 143 files
moztw-styleguides2.6 MB · 141 files
conventional-commits1.4 MB · 126 files
textlint-rule-preset-jtf-style1.1 MB · 105 files
mozilla-l10n-docs1023.5 KB · 78 files
textlint-rule-preset-ai-writing894.4 KB · 36 files
season-of-docs821.4 KB · 192 files
in-solidarity-bot806.9 KB · 55 files
textlint-ja-technical-writing533.8 KB · 19 files
alex-inclusive-language479.2 KB · 40 files
textlint-rule-stop-words466.4 KB · 19 files
18f-content-guide416.9 KB · 90 files
joblint405.2 KB · 31 files
textstat399.1 KB · 151 files
woke-inclusive-lint298.7 KB · 132 files
textlint-rule-terminology225.9 KB · 21 files
retext-equality172.3 KB · 24 files
write-good172.1 KB · 24 files
rousseau151.6 KB · 33 files
xerj-blogposts115.8 KB · 8 files
microsoft-style-vale113.2 KB · 158 files
standard-readme69.5 KB · 15 files
google-devdocs-vale54.6 KB · 111 files
ldnoobw-bad-words48.0 KB · 31 files
retext-simplify32.4 KB · 14 files
retext-quotes30.7 KB · 13 files
retext-readability24.2 KB · 13 files
retext-profanities22.3 KB · 19 files
retext-indefinite-article22.2 KB · 15 files
retext-redundant-acronyms21.9 KB · 14 files
errata-ai-readability-vale18.5 KB · 19 files
retext-repeated-words16.9 KB · 13 files
retext-passive16.6 KB · 14 files
retext-intensify15.8 KB · 13 files

Most used corpora

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