The request "changed-objects" is ambiguous: it could mean listing changes to issues or pull requests, listing changed objects in cloud storage or Kubernetes watches, or change sets in infrastructure tooling. Bitbucket's API is the closest direct match for listing changes on objects, with GitHub, AWS and Kubernetes as alternatives depending on the intent.
A question back: Which kind of objects do you mean: issue or pull request changes, cloud infrastructure change sets, Kubernetes resources, or stored files in a bucket?
- 1
Bitbucket APIbitbucket.orgverified and signed
Bitbucket's API lists changes on an issue and fetches a single issue change object, and lists the changes in a pull request diff 11.
official:API · Bitbucket API+78 community tools built for it
for agents: GET /repositories/{workspace}/{repo_slug}/issues/{issue_id}/changes/{change_id} · GET /repositories/{workspace}/{repo_slug}/issues/{issue_id}/changes · GET /repositories/{workspace}/{repo_slug}/pullrequests/{pull_request_id}/diff
- 2
GitHubgithub.comverified and signed
GitHub's official doors include a CLI and skills, but the indexed actions cover issue updates and pull request listing rather than a changed-objects listing 12.
official:CLI · github-mcp-serverskill · add-community-extensionskill · git-commitskill · acquire-codebase-knowledge+2,563 community tools built for it
for agents: context-map · update_issue · my-pull-requests
- 3
AWS CloudFormation change setsamazon.comverified and signed
AWS's change set actions list change sets and return the changes CloudFormation would make on execution 13.
official:MCP server · mcp-proxy-for-awsAPI · AWS Certificate ManagerSDK · @aws-sdk/typeslibrary · aws-lc-sysCLI · aws-cdk
for agents: GetChangeLogs · ListChangeSets · GET_DescribeChangeSet
- 4
Kubernetes APIkubernetes.ioverified and signed
The Kubernetes API watches individual changes to lists of objects such as pods and admission webhook configurations 19.
official:API · KubernetesCLI · kubernetes-cli+92 community tools built for it
for agents: listAdmissionregistrationV1MutatingWebhookConfiguration · watchResourceV1alpha1ResourceClassList · watchCoreV1NamespacedPodList
Sources
- 1Bitbucket | Git solution for teams using Jirabitbucket.org · read 2026-10-29
- 2GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 3Dedicated Game Server Hosting | Amazon GameLift Partners | AWSaws.amazon.com · read 2026-10-29
- 9Kuberneteskubernetes.io · read 2026-10-29
- 11Bitbucket API: declares "GET /repositories/{workspace}/{repo_slug}/issues/{issue_id}/changes/{change_id}" (the record we read and signed)unfragile.ai · read 2026-10-24
- 12context-map: declares "context-map" (the record we read and signed)unfragile.ai · read 2026-10-24
- 13AWS Audit Manager: declares "GetChangeLogs" (the record we read and signed)unfragile.ai · read 2026-10-24
- 19Kubernetes: declares "listAdmissionregistrationV1MutatingWebhookConfiguration" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
GET /repositories/{workspace}/{repo_slug}/issues/{issue_id}/changes/{change_id} · Bitbucket API verified and signed
Get issue change object
context-map · context-map verified and signed
Generate a map of all files relevant to a task before making changes
GetChangeLogs · AWS Audit Manager verified and signed
Returns a list of changelogs from Audit Manager.
list_tasks · supabase found in code, not yet checked
List your tasks, newest first. Optionally filter by closed status. Pass next_offset as offset to fetch another page; null means there are no more tasks.
PostRadarValueListsValueList · Stripe API verified and signed
Update a value list
· Playwright website read, tools not yet checked
Web automation and testing for apps, scripts, and AI agents
list_tables · Snowflake (Activepieces) verified and signed
List Tables — List all tables in a Snowflake schema.
list-warp-change-events · Cloudflare API verified and signed
List WARP change events.
listAdmissionregistrationV1MutatingWebhookConfiguration · Kubernetes verified and signed
list or watch objects of kind MutatingWebhookConfiguration
list_workspaces · opensearch-flux found in code, not yet checked
List workspaces on an OpenSearch instance
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.