MCP servers over streamable-http

An MCP server is something you connect an agent to. The registry will tell you a server's name, its version and how to reach it — but not what it can do, which is the only thing you actually want to know. We read that off the repository.

31,279 servers, 76,670 tool names across 6,537 of them, last read 11 September 2026.

A server's tools are not in the registry. We read them from the repository README, which means a list here is what the README documented and an absence is usually silence rather than a server with nothing to offer: 20.9% of servers have a list, and filtering on tools narrows to those. Where a list exists, the page for the server says which part of the README it came from.

llm-orchestration-traced-agentai.getvda
memcached-mongodb-redis-compose-generatorai.getvda
minio-and-redis-storage-stackai.getvda
minio-postgres-redis-stack-generatorai.getvda
multi-provider-schema-output-agentai.getvda
mysql-redis-compose-generatorai.getvda
mysql-redis-compose-generator-adminerai.getvda
mysql-redis-compose-generator-nginxai.getvda
nats-mysql-redis-stack-generatorai.getvda
nginx-redis-stack-generatorai.getvda
oauth-langchain-openai-agentai.getvda
oauth-multi-llm-orchestratorai.getvda
observable-backend-stack-generatorai.getvda
password-hashing-and-jwt-serviceai.getvda
postgres-grafana-stack-generatorai.getvda
postgres-kafka-prometheus-stack-generatorai.getvda
postgres-kafka-stack-generatorai.getvda
postgres-minio-stack-generatorai.getvda
postgres-prometheus-stack-generatorai.getvda
postgres-redis-compose-generatorai.getvda
rabbitmq-elasticsearch-mongodb-stack-generatorai.getvda
rabbitmq-elasticsearch-mysql-stack-generatorai.getvda
rabbitmq-elasticsearch-postgres-stack-generator-mongoai.getvda
rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearchai.getvda
rabbitmq-postgres-mongodb-stack-generatorai.getvda
rabbitmq-redis-stack-generatorai.getvda
redis-minio-postgres-stack-generatorai.getvda
redis-minio-stack-generatorai.getvda
structured-output-agentai.getvda
structured-output-agent-c2ddccai.getvda
structured-output-agent-openaiai.getvda
structured-output-mcp-agent-authlibai.getvda
structured-output-mcp-agent-cryptographyai.getvda
structured-output-mcp-agent-instructorai.getvda
structured-output-mcp-agent-langchain-coreai.getvda
structured-output-mcp-traced-agentai.getvda
traced-claude-format-guardai.getvda
traced-llm-mcp-proxyai.getvda
traced-llm-proxyai.getvda
traced-multi-llm-proxyai.getvda
traced-openai-langchain-agentai.getvda
gigaverseai.gigaverse
hqai.giljo
glasserai.glasser
gondolaai.gondola
good-sportai.good-sport
shopify-admin-mcpai.gossiper
great-arrowai.greatarrow
greenlandaiai.greenlandai
meetai.gregbenza
openhouseai.gregbenza
web-searchai.groundroute
groundtruthai.gtfi · 3 tools
incorporationai.gvrn
harmnyai.harmny
dbmcpai.haymon · 13 tools
mcpai.helixar
textsai.hermitsh
hexaai.hexahq
heyyumiai.heyyumi · 2 tools
mcpai.hiddencontent
hiai.hirey
hivewikiai.hivewiki
chistaraai.hoghogh
intelligenceai.hostingbrain
hotkerai.hotker
collaborationai.human4ai
huntboardai.huntboard
hypernaturalai.hypernatural
hyperscale-tenant-toolsai.hyperscale0
hypnotheraai.hypnothera
hyreflowai.hyreflow
i18n-agentai.i18nagent
public-contextai.igoyal
imaginodeai.imaginode · 4 tools
mcpai.immopix
mcpai.inblog
helpdeskai.inbrix
inflowai.inflowpay.app
mcpai.infolang
infrapulseai.infrapulse
inite-visibilityai.inite
insider-alphaai.insideralpha
instantclipsai.instantclips · 3 tools
mcpai.intangible
scannerai.intodns · 42 tools
the-stallai.intuitek.the-stall
inventory-heroai.inventoryhero
seo-auditai.inxy
ironscoutai.ironscout
agent-storage-sandboxai.ironshard
market-dataai.iturri
whatsappai.izap
nutritionai.january
jawzai.jawz
jeda-aiai.jeda
gpuai.joinmultiplayer
case-lawai.jurisprudencias
mcpai.justdeploy
just-domainai.justdomain · 2 tools
memoryai.justonce
just-publishai.justpublish · 3 tools
bridgeai.kaiv
can-i-useai.kaiv
dependency-trustai.kaiv
dns-checkai.kaiv
docker-factsai.kaiv
email-checkai.kaiv
is-it-downai.kaiv
version-truthai.kaiv
kanonikai.kanonik
web-searchai.keenable · 2 tools
agent-secai.kernora
khwan-mcpai.khwan
mcpai.kifly
mcpai.kikaret
mcpai.kive
klaaroai.klaaro
intelligenceai.klarix
strataai.klavis
klipyai.klipy
genai.klodkot
klyfai.klyf
knowledge-gridai.knowledgegrid
kolens-mcpai.kolens
kolonieai.kolonie
kontatoai.kontato
koomaai.kooma
memoryai.korely
mcpai.korey
krtrai.krtr
mcp-serverai.kubit
kumbuka-serverai.kumbuka
mcpai.ladderflow
exchangeai.lamdis
soar-record-gatewayai.lateos
map-mcpai.latlong
latticenetai.latticenet · 33 tools
x402-trading-signalsai.lattiq
lawyer-searchai.law.mcp · 7 tools
mcpai.lazyads
lenshubai.lenshub
levelfour-mcpai.levelfour
libers-suiteai.libers
mcp-serverai.licensy
conquer-fearai.lifeisagame
signal-not-noiseai.lifeisagame
trust-intelligenceai.limitguard.api · 5 tools
limurseai.limurse
limyai.limy
diagramsai.line9
ai-in-researchai.livingmeta
llamanotesai.llamanotes
pricingai.llmhosting
model-lifecycleai.llmintel · 5 tools
mcpai.llmse
localheroai.localhero
mlp-taxai.lucasandersen
game-assetsai.ludo · 4 tools
sports-intelligenceai.lumify
insightsai.magicinsights · 13 tools
maguyvaai.maguyva
mailmcpai.mailmcp
bank-statement-converterai.mainbook
meeting-agentsai.mainroom
video-generatorai.makeaivideo
computeai.makerportal
mangaai.mangii
mapmapai.mapmap
mcpai.marketcore · 58 tools
market-dataai.marketcrew
marketintellai.marketintell
agent-feedai.markettrace
masaroai.masaro
masnaviai.masnavi
mcpai.matih · 1 tools
resumeai.maxcv
synapai.maximem
analyticsai.mcpanalytics
directoryai.mcpjunction
mcpmyadminai.mcpmyadmin
mrc-dataai.meacheal
mcp-serverai.meetlark
squadai.meetsquad · 30 tools
peer-reviewai.meltstudio
memcellai.memcell
mcpai.memestack
meminalai.meminal
mcpai.memocore
memoketai.memoket
memoryrouterai.memoryrouter
mentionagentai.mentionagent
midplaneai.midplane
lensai.mindola
web-agentai.mino
mitosisai.mitosislabs
mcpai.modelrunner · 23 tools
demo-bookingai.modulos
moonlingsai.moonlings
morelikeai.morelike

Live servers only. The whole corpus is one call away through the search API — including tools=, which is how you ask for a server by what it does rather than by what it is called.