Worst repositories first
Maya Okafor, an engineering manager at BigCo, asked which repositories had the worst Codacy grade. Memtro listed them with grade, issue percentage, duplication and coverage, so she could pick where the team should start.
Codacy + Memtro
Which repositories have the most critical issues, and which pull requests fail the gates?
Codacy grades your code. Memtro reads repositories with grade, issues, complexity, duplication and coverage, issues by severity, category and language, and pull requests and commits with new and fixed issues against the quality gates. When asked and granted, it can ignore or unignore issues and files, reanalyze a commit, trigger an AI review, bypass a pull request's status, add, follow or delete a repository, change branch settings and add or remove people. Codacy can tell Memtro when an analysis finishes, and a job can start on it. Codacy webhooks need its Business plan and an organization admin or manager.
In Memtro
What you can do with Codacy in Memtro
Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Codacy tool, reads what it needs, and answers with the source cited.
What it does
- 01Rank repositories by grade, issue count, complexity, duplication and coverage, with any setup problem.
- 02Find issues by severity, category, language or pattern, with file, line and false-positive likelihood, or count them.
- 03Check pull requests and commits for new and fixed issues, coverage change and which quality gates fail.
- 04When asked and granted, ignore or unignore issues and files, reanalyze a commit, or trigger an AI review, which can comment on the pull request where its participants see it.
- 05When asked and granted, bypass a pull request's Codacy status, add, follow or delete a repository, change branch settings, or add or remove people.
- 06With events on, Codacy finishing an analysis of a branch or pull request can start a job.
Acts when asked
When you ask it to
These tools change something in Codacy. 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.
- 01Ignore an issue, with a reason
- 02Unignore an issue
- 03Ignore up to 100 issues by id
- 04Ignore or unignore a file in analysis
- 05Reanalyze a commit
- 06Trigger an AI review of a pull request
- 07Bypass a pull request's analysis status (its quality gate no longer blocks)
- 08Add a repository to Codacy
- 09Follow a repository already on Codacy
- 10Unfollow a repository
- 11Delete a repository from Codacy (permanent, the Git repository is untouched)
- 12Turn analysis of a branch on or off
- 13Set a repository's default branch
- 14Add people to an organization by email
- 15Remove people from an organization by email
Events
When it happens
Turn events on in the connection's Events tab on the Connections page, choose the kinds you want, and Memtro registers its address with Codacy for you. Each event can start a job, with the event as its input. Codacy signs every delivery, and one whose signature does not check out is refused before it is read.
Events and webhooks- 01Codacy finished analysing a branch or pull request (success, partial or failure)
In practice
Ask it like you would a colleague
Once Codacy 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.
Codacy + Memtro
Which repositories have the most critical issues?
How many security issues does the api repository have?
Which open pull requests fail the quality gates?
What is the coverage on the main branch of web?
Ignore issue 4821 in api as a false positive.
Gates checked after analysis
Acme Ltd turned on Codacy events so Dan Fletcher, its tech lead, sees failing pull requests early. When Codacy finished analysing a pull request, a job read it and told Dan which quality gates failed and the new issues it added.
Teams
Where it fits
The teams that lean on Codacy 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 Codacy 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 managementCodacy with JiraJQL search, issue details and projects from Jira Cloud.
- Work managementCodacy with Clio ManageAsk the matter: its client, its fee earner, the time on it and what is still unbilled.
- Work managementCodacy with LinearIssues, projects and teams, synced hourly into memory.
- SupportCodacy with Help ScoutAI that reads your support conversations and cross-references the customer everywhere else.
- SupportCodacy with ZendeskEvery ticket, reply and internal note, ready to be asked about.
- SupportCodacy with IntercomCustomer conversations and the people behind them, in your company memory.
- Documents and wikisCodacy with NotionSearch pages and query databases, and write to them when you ask.
- Documents and wikisCodacy with Google DriveSearch Drive and read Docs, Sheets and Slides as text, and write a Doc when you ask.
- Documents and wikisCodacy 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
- 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 withAccount API token
- 1
In Codacy, open Your account → Access management and create an API token with an expiry of up to one year. Codacy recommends a dedicated service account.
- 2
In Memtro, open Connections → Codacy and paste the Account API token. Add the Default organization, such as gh/acme, if the token belongs to more than one.
- 3
The token has its owner's roles in every organization. An administrator grants the ignore, bypass, repository and people actions by name to the teams that may use them. Events are turned on from the connection's Events tab.
- 4
Ask which repositories have the most critical issues.
Also works from
Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Codacy tools are the same everywhere.
FAQ
Questions
Can Memtro change anything in Codacy?+
Only when you ask, and only what it has been granted: ignore an issue, with a reason; unignore an issue; ignore up to 100 issues by id; ignore or unignore a file in analysis; reanalyze a commit; trigger an AI review of a pull request; bypass a pull request's analysis status (its quality gate no longer blocks); add a repository to Codacy; follow a repository already on Codacy; unfollow a repository; delete a repository from Codacy (permanent, the Git repository is untouched); turn analysis of a branch on or off; set a repository's default branch; add people to an organization by email; remove people from an organization by email. 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 Codacy 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 Codacy 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 Codacy?+
Account API token. In Codacy, open Your account → Access management and create an API token with an expiry of up to one year. Codacy recommends a dedicated service account.
Can Codacy start a job?+
Yes. Turn events on in the connection's Events tab on the Connections page, choose the kinds you want, and Memtro registers its address with Codacy for you. 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 Codacy in a few minutes
Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.