Who flipped the flag
Tom Reilly, on-call engineer at BigCo, saw checkout errors and asked who had enabled a flag in production yesterday. Memtro read the event log for production over that day. It named the person who enabled new-checkout and when.
Unleash + Memtro
Is new-checkout on in production, and who enabled it?
From Unleash, Memtro reads projects with their health and stale flag counts, environments, flags with on or off per environment, rollout strategies, segments and the event log. Constraint values and other strategy parameters are never returned. When asked and once an administrator has granted the action by name, it can turn a flag on or off, create, edit, tag, archive or revive flags, mark them stale, add or remove rollout strategies and create segments. A change in production reaches your users at the applications' next poll. Removing a strategy is permanent.
In Memtro
What you can do with Unleash in Memtro
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Unleash tool, reads what it needs, and answers with the source cited.
What it does
- 01Lists projects with health, how many flags and how many are stale, member count and when last updated, and environments with their type.
- 02Searches flags by name or tag, showing per environment whether each is on and when it was last seen.
- 03Reads one flag in full, with its rollout strategies, rollout percentage, tags and lifecycle stage, and lists segments with how many flags use each.
- 04Reads the event log of who changed which flag, filtered by flag, project, event type, environment and dates.
- 05When asked and granted, turns a flag on or off in one environment, or adds or permanently removes a rollout strategy. End users see the change at the applications' next poll.
- 06When asked and granted, creates, edits, tags, archives or revives flags, marks flags stale, and creates segments. Archiving removes a flag from SDKs until it is revived.
Acts when asked
When you ask it to
These tools change something in Unleash. 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.
- 01Turn a feature flag on or off in one environment
- 02Create a feature flag in a project
- 03Edit a flag's description, type, stale or impression-data setting
- 04Archive a feature flag, which removes it from SDKs, or revive an archived one
- 05Mark named flags stale or not stale
- 06Add a tag to a flag
- 07Add a rollout strategy to a flag in one environment, or remove one
- 08Create a segment
In practice
Ask it like you would a colleague
Once Unleash 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.
Unleash + Memtro
Is new-checkout on in production?
Who enabled a flag yesterday?
Which flags are stale in the payments project?
What rollout percentage does new-checkout have in production?
Roll new-checkout out to 10% of users in production.
A careful rollout
Sarah Chen, platform lead at Northwind, asked Memtro to start new-checkout for 10% of users in production. Memtro added a flexible rollout strategy at 10% and turned the flag on there. Applications picked it up at their next poll, and the change appeared in the flag's event history under the token's user.
Teams
Where it fits
The teams that lean on Unleash 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 Unleash 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 managementUnleash with JiraJQL search, issue details and projects from Jira Cloud.
- Work managementUnleash with Clio ManageAsk the matter: its client, its fee earner, the time on it and what is still unbilled.
- Work managementUnleash with LinearIssues, projects and teams, synced hourly into memory.
- SupportUnleash with Help ScoutAI that reads your support conversations and cross-references the customer everywhere else.
- SupportUnleash with ZendeskEvery ticket, reply and internal note, ready to be asked about.
- SupportUnleash with IntercomCustomer conversations and the people behind them, in your company memory.
- Documents and wikisUnleash with NotionSearch pages and query databases, and write to them when you ask.
- Documents and wikisUnleash with Google DriveSearch Drive and read Docs, Sheets and Slides as text, and write a Doc when you ask.
- Documents and wikisUnleash 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
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- SwaggerHub
- 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 withHost and Personal access token
- 1
In Unleash, sign in as a dedicated user. A token made from a user with the read-only Viewer root role keeps Memtro to reading. The actions you grant need a user who can make those changes.
- 2
Open the profile menu → View profile settings → Personal API tokens → New token, and copy it. It carries every permission of that user.
- 3
In Memtro, open Connections → Unleash and enter Host and Personal access token. Fill Base path only if Unleash is served under a path.
- 4
Ask: is new-checkout on in production?
Also works from
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Unleash tools are the same everywhere.
FAQ
Questions
Can Memtro change anything in Unleash?+
Only when you ask, and only what it has been granted: turn a feature flag on or off in one environment; create a feature flag in a project; edit a flag's description, type, stale or impression-data setting; archive a feature flag, which removes it from SDKs, or revive an archived one; mark named flags stale or not stale; add a tag to a flag; add a rollout strategy to a flag in one environment, or remove one; create a segment. 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 Unleash 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 Unleash 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 Unleash?+
Host and Personal access token. In Unleash, sign in as a dedicated user. A token made from a user with the read-only Viewer root role keeps Memtro to reading. The actions you grant need a user who can make those changes.
Connect Unleash in a few minutes
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.