Review before publishing
Priya Sharma, API lead at BigCo, asked what was left before publishing Orders 2.1. Memtro listed the open review comments and the standardization errors with their line and severity.
SwaggerHub + Memtro
Which APIs changed this month, and what is still open in review?
SwaggerHub, now Swagger Studio, answers what is in your API registry. You see an owner's APIs and versions with published and private state, one version's definition summarised, review comments, standardization errors, integrations, projects and domains. When asked and granted, Memtro can comment, reply and resolve, save a definition, clone or fork a version, publish or unpublish it, make it public or private, set the default version, rename or delete, create projects and run an integration. SwaggerHub can tell Memtro when an API version is saved, and a job can start on it. SwaggerHub On-Premise is not supported.
In Memtro
What you can do with SwaggerHub in Memtro
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right SwaggerHub tool, reads what it needs, and answers with the source cited.
What it does
- 01See an owner's APIs with versions, default version, published and private state, and when they changed.
- 02Read one version's definition summarised: servers, every operation and the schema names.
- 03Check review comments with their replies, and standardization errors with line and severity.
- 04List integrations on a version, plus an organisation's projects and its shared domains.
- 05When asked and granted, comment where everyone who can see the API reads it, save or publish a version, which fires its webhooks, or delete one for good.
- 06With events on, an API version saved in SwaggerHub can start a job.
Acts when asked
When you ask it to
These tools change something in SwaggerHub. The model is told to use them only when you ask for exactly that, and an administrator grants each one by name to the teams that may use it; a personal connection acts only after its owner allows it.
- 01Comment on an API version
- 02Reply to a comment
- 03Resolve or reopen a comment
- 04Create an API or save a version's definition
- 05Create a new version by cloning one
- 06Fork an API version
- 07Publish or unpublish an API version
- 08Make an API version public or private
- 09Set an API's default version
- 10Rename an API
- 11Delete an API version
- 12Delete an API with all its versions
- 13Create a project
- 14Add an API or domain to a project
- 15Run an integration (push to source control or a gateway)
Events
When it happens
Turn events on in the connection's Events tab on the Connections page, then add the address it shows as a webhook in SwaggerHub, choosing the same kinds; the tab shows SwaggerHub's own steps. Each event can start a job, with the event as its input. SwaggerHub sends a secret with every delivery, and one without it is refused.
Events and webhooks- 01An API version was saved
In practice
Ask it like you would a colleague
Once SwaggerHub is connected, these are the kinds of things people ask. Plain questions, no syntax. If the answer lives partly in another system you have connected, Memtro looks there too.
SwaggerHub + Memtro
Which APIs changed this month?
What operations does version 2.1 of the Orders API have?
Which review comments on the Payments API are still open?
What standardization errors does the latest Users API version have?
Resolve the comment on the Orders API about pagination.
Saved version job
At Northwind, a job starts when SwaggerHub reports an API version was saved. Memtro reads the definition summary and standardization errors, then, as granted, comments on the version with any errors for Tom Reilly, the API designer.
Teams
Where it fits
The teams that lean on SwaggerHub most, a question each of them asks, and what they connect beside it.
- EngineeringKeep decisions from evaporatingEngineer, Tech lead, On call, New joiner“Who owns the billing migration, and what did we decide about retries?”Used alongside GitHub, Linear, Jira, Confluence, Slack and 5 more.
- ProductHear what customers actually ask forProduct manager, Researcher, Designer, Head of product“Which customers asked for SSO this quarter, and what is their combined ARR?”Used alongside Help Scout, HubSpot, Linear, Jira, Slack and 6 more.
- Agent buildersMemory and tools for the agents you buildSolo builder, Platform team, Automation engineer, Whoever signs it off“Search memtro for what we know about Acme before drafting the proposal”Used alongside GitHub, Linear and Slack.
Better together
Works with
A record in SwaggerHub is rarely the whole story. Connect the systems that hold the rest and Memtro checks them together, then remembers what it learned so the next question starts further along.
- Work managementSwaggerHub with JiraJQL search, issue details and projects from Jira Cloud.
- Work managementSwaggerHub with Clio ManageAsk the matter: its client, its fee earner, the time on it and what is still unbilled.
- Work managementSwaggerHub with LinearIssues, projects and teams, synced hourly into memory.
- SupportSwaggerHub with Help ScoutAI that reads your support conversations and cross-references the customer everywhere else.
- SupportSwaggerHub with ZendeskEvery ticket, reply and internal note, ready to be asked about.
- SupportSwaggerHub with IntercomCustomer conversations and the people behind them, in your company memory.
- Documents and wikisSwaggerHub with NotionSearch pages and query databases, and write to them when you ask.
- Documents and wikisSwaggerHub with Google DriveSearch Drive and read Docs, Sheets and Slides as text, and write a Doc when you ask.
- Documents and wikisSwaggerHub with ConfluenceSearch and read wiki pages, and write them when you ask.
Also in Engineering and operations
Using something else for the same job, or both? Each connector has its own tools; connect as many as you like.
- GitHub
- AWS CloudWatch
- Sentry
- ServiceNow
- Okta
- Twilio
- AWS CloudTrail
- GitLab
- Bitbucket
- Vercel
- PagerDuty
- Datadog
- Grafana
- incident.io
- Azure DevOps
- CircleCI
- Cloudflare
- LaunchDarkly
- New Relic
- Rollbar
- Snyk
- Better Stack
- Buildkite
- DigitalOcean
- Heroku
- Netlify
- SonarQube Cloud
- Statuspage
UptimeRobot- Axiom
- BugSnag
- Checkly
- Hetzner Cloud
Honeycomb- Pingdom
- Render
- Statsig
- Sumo Logic
- Supabase
- HCP Terraform
- Vultr
- Airbrake
- Codecov
Cronitor- Dynatrace
FireHydrant- Fly.io
- Honeybadger
- Akamai Linode
- Octopus Deploy
- Pulumi
- Rootly
- Semgrep
- Splunk
StatusCake- Tailscale
- Argo CD
- authentik
- Coolify
- Gitea
GlitchTip
GLPI- Jenkins
Langfuse
LibreNMS- n8n
NetBox- Portainer
- Prefect
Snipe-IT
Woodpecker CI
Zabbix
LangSmith
Helicone- OpenAI (usage and cost)
- Anthropic (usage and cost)
- Algolia
- Flagsmith
- Unleash
GrowthBook
Drata
Intruder
GitGuardian
Secureframe
ilert- KnowBe4
JumpCloud
ConfigCat- Railway
- Fastly
- Postman
- Make
- Braintrust
- OpenRouter
- ElevenLabs
Split- Scaleway
Aikido Security- AssemblyAI
Astronomer- Bamboo
- Baseten
- Bitrise
- Bitwarden
- BrowserStack
- bunny.net
- Cachet
- Checkmk
- Civo
- Cloudsmith
- Codacy
- Codemagic
Comet Opik- Coralogix
CrowdStrike Falcon- Dagster+
- DeepSource
Detectify- Docker Hub
Domotz- Grafana OnCall
- Harness
- Hugging Face
- Instatus
- Koyeb
- Lambda Cloud
LambdaTest
LangWatch
LlamaCloud
Logz.io
Lunary- Mezmo
NinjaOne- Nomad
Northflank- Oh Dear
- OVHcloud
Portkey- Probely (Snyk API & Web)
PromptLayer- Proxmox VE
PRTG Network Monitor- Qase
Raygun
Retell AI- Retool
Runpod- SecurityScorecard
- Semaphore CI
Shodan- SigNoz
- Socket
Spike.sh
Squadcast- TeamCity
Tenable- Together AI
- Travis CI
UpGuard
Uptime.com
Vanta- Vapi
- Windmill
Zenduty- OpsLevel
Cortex- Auth0
- Clerk
WorkOS
Kandji
Automox
Huntress- HackerOne
SimpleMDM- AppSignal
Healthchecks.io
Rapid7 InsightVM- 1Password Events
- JFrog Artifactory
- Sauce Labs
Zenhub- Deepgram
- Replicate
Setup
How to connect
Connect withAPI key and Owner
- 1
In app.swaggerhub.com, go to Account settings and copy your API Key. It is personal and reaches every organisation you belong to.
- 2
In Memtro, open Connections → SwaggerHub, paste it into API key and set Owner to the organisation or user name, exactly as in SwaggerHub URLs.
- 3
An administrator grants the actions by name, such as Set published or Delete API, to the teams that may use them.
- 4
Ask which APIs changed this month. Events are turned on from the connection's Events tab, and the address is then added as a webhook on each API version.
Also works from
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The SwaggerHub tools are the same everywhere.
FAQ
Questions
Can Memtro change anything in SwaggerHub?+
Only when you ask, and only what it has been granted: comment on an API version; reply to a comment; resolve or reopen a comment; create an API or save a version's definition; create a new version by cloning one; fork an API version; publish or unpublish an API version; make an API version public or private; set an API's default version; rename an API; delete an API version; delete an API with all its versions; create a project; add an API or domain to a project; run an integration (push to source control or a gateway). Every other tool reads, searches or lists. The Connections page labels the tools that act, an administrator grants each one by name to the teams that may use it, and a personal connection acts only after its owner allows it.
Who can use a SwaggerHub connection?+
A personal connection serves only your own requests. A shared connection serves the organisation: everyone, or only the teams an admin chooses. Admins can always add shared connections; other members need the permission.
Does Memtro store my SwaggerHub data?+
Credentials are encrypted at rest. Tool results are cached briefly so agent loops do not repeat identical calls, and the facts the model extracts are saved to your organisation's memory with provenance (system, record and link) so they can be checked and superseded.
How do I connect SwaggerHub?+
API key and Owner. In app.swaggerhub.com, go to Account settings and copy your API Key. It is personal and reaches every organisation you belong to.
Can SwaggerHub start a job?+
Yes. Turn events on in the connection's Events tab on the Connections page, then add the address it shows as a webhook in SwaggerHub, choosing the same kinds; the tab shows SwaggerHub's own steps. A job set to start "When an event arrives" then runs once for each matching event, with the event as its input. The run treats the event as outside data, never as instructions, and anything the run remembers is kept as unverified.
Connect SwaggerHub in a few minutes
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.