buildkite-mcp-server
Model Context Protocol (MCP) server exposing Buildkite data (pipelines, builds, jobs, tests) to AI tooling and editors.
Full documentation is available at buildkite.com/docs/apis/mcp-server.
Retrying builds with limited permissions
The retries toolset supports investigating failures and retrying jobs without
broader build-write access. It includes list_builds, get_build,
wait_for_build, list_jobs, get_job, search_logs, tail_logs, read_logs,
retry_job, and retry_failed_jobs. It requires read_builds,
read_build_logs, and retry_builds scopes, not write_builds.
buildkite-mcp-server stdio --enabled-toolsets retries
retry_failed_jobs retries only infrastructure failures; use its dry_run
option to inspect the proposed retries without executing them. retry_job
retries a specific job. Both are mutating tools and are excluded by
--read-only. The toolset does not expose create, rebuild, cancel, or unblock
operations. Existing retry tools remain available in builds; selecting
builds or all still requires write_builds for the other mutations.
The Buildkite API must have the RetryBuildsScope feature enabled for the token
owner to accept retry_builds; existing write_builds tokens remain accepted.
Hosted MCP OAuth can select this toolset using /mcp/x/retries once the hosted
server adopts a release containing it. Selecting toolsets through request
headers does not change an existing token's OAuth scopes.
For library consumers, WithDisabledToolsets and the HTTP factory's disabled
toolsets exclude all members of those toolsets, even through overlapping
groups. For example, disabling logs also removes log tools from retries;
disabling retries removes its inspection and retry tools from other groups.
Comparing builds
The read-only compare_builds tool in the investigations toolset answers questions such as “What changed since this build last worked on main?” Supply org_slug, pipeline_slug, and the target build_number. It selects the most recently created earlier build that is currently passed on the same pipeline and exact branch. It does not require that the baseline had already passed when the target started. Supply baseline_build_number to compare against a specific build in that pipeline instead, including a failed build or one on another branch.
The response identifies the baseline and selection rule, counts outcomes across all jobs, and returns up to 100 job comparisons, prioritizing newly failing, recovered, and still-failing steps. Matching uses step keys, job type, matrix values, and parallel index/total. When both jobs lack keys, it falls back to the exact nonblank name plus type, group key, matrix values, and parallel index/total, only when that combination is unique in each build. Matched pairs expose match_method: "step_key" or "name_fallback"; fallback matches carry a warning that they are heuristic. Unnamed unkeyed jobs and duplicate identities remain unmatched. Explicit keys never fall back to names, even when a key was added, removed, or changed between builds. Added/removed means a job identity is present in only one build, so renaming unkeyed jobs or changing matrix values or parallelism can also produce added/removed entries. Retried attempts are excluded; final-attempt states and retry counts remain visible.
Execution times and deltas cover final attempts only. Scheduling time is scheduled_at to started_at, not dependency or manual waiting. These are not build wall-clock comparisons or total retry costs. Missing or inconsistent timestamps omit the corresponding timing. Unfinished builds are explicitly identified as changing snapshots.
Any change in soft_failed is reported as state_changed: transitions between soft and hard failures, even when both jobs have state failed, and between passed and soft-failed jobs, which are never reported as newly_failing or recovered because a soft failure does not block the build. A passed baseline build can contain soft-failed jobs.
By default, up to three newly blocking failures include their last 20 log entries: newly_failing jobs first, then state_changed jobs that are now hard failures, such as a job that soft-failed in the baseline. Logs are bounded to 8 KiB of log content each. Set include_logs: false to omit logs. Log errors do not discard the comparison, except HTTP 401 authentication errors, which propagate through the server's reauthentication path. The tool requires read_builds and read_build_logs scopes. Use get_build_failure_summary or tail_logs to investigate further; a shared failing step does not establish a shared root cause or make a retry safe.
Baseline discovery searches at most 500 candidates. If none is found, the response says no comparison was performed and asks for an explicit baseline. Job inventories are limited to 1,000 jobs per build; larger inventories return an error instead of misleading partial added/removed results. Output omissions are reported separately from the complete outcome counts.
Inspecting Test Engine workflows
The read-only list_test_workflows and get_test_workflow tools in the tests
toolset expose a suite's configured monitors, filters, alarm/recovery actions,
and links. Both require read_suites and suite access. Supply org_slug and
test_suite_slug (a slug or UUID) to list workflows:
{"org_slug": "acme", "test_suite_slug": "backend"}
To inspect one, call get_test_workflow with the same organization and suite
and an item's id as workflow_id.
Use the configured labels with list_tests to find marked tests; labels alone
do not rank flakiness. Workflows describe configuration, not proof an action
ran or event history. Both tools always replace webhook endpoints with
[REDACTED], regardless of the caller's API permissions.
Library Usage
The exported Go API of this module should be considered unstable, and subject to breaking changes as we evolve this project.
Security
To ensure the MCP server is run in a secure environment, we recommend running it in a container.
This image is built from cgr.dev/chainguard/static and runs as an unprivileged user.
Passing identity headers through HTTP mode
Self-hosted HTTP deployments can forward selected headers from each inbound MCP request to the Buildkite API:
BUILDKITE_API_TOKEN=bkua_xxx \
buildkite-mcp-server http \
--passthrough-http-header X-User-Identity
Repeat --passthrough-http-header to allow more than one header, or set a comma-separated BUILDKITE_PASSTHROUGH_HTTP_HEADERS value. Only explicitly allowed headers are forwarded, and only to the origin configured by BUILDKITE_BASE_URL. They are removed from requests redirected elsewhere.
To authenticate each MCP request with its own Buildkite API token, allow Authorization and omit the process-wide token:
BUILDKITE_PASSTHROUGH_HTTP_HEADERS=Authorization \
buildkite-mcp-server http
In this mode every /mcp request must contain exactly one non-empty Authorization header. Missing credentials return HTTP 401; the server never falls back to a shared API token. The reverse proxy in front of the MCP server is responsible for authenticating callers and setting or validating any forwarded identity headers.
Header passthrough is not available in stdio mode. Before serving job logs, the server verifies that the current caller can access the job log. This check is performed for every log-tool request, including when the log data is already cached.
Contributing
Development guidelines are in DEVELOPMENT.md.
License
MIT © Buildkite
SPDX-License-Identifier: MIT