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albs-mcp

albs-mcp

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by AlmaLinux

albs-mcp

MCP server and CLI for AlmaLinux Build System (ALBS).

Gives AI coding assistants direct access to ALBS — investigate build failures, create builds, sign packages, all through natural language.

Two ways to use:

MCP server

CLI + Skill

How it works

AI calls tools via MCP protocol

AI runs albs commands via shell

Setup

Add to MCP config

Install albs + add skill to your AI tool

Best for

Dedicated ALBS workflow

Lightweight setup, avoiding MCP context pollution

Works without AI

No

Yes (albs works as a standalone CLI)

What it can do

Without a token (read-only)

  • Investigate build failures — the main use case. Give the agent a build ID and it greps the logs for the failure signatures (search_log), pinning the exact file, line, and diagnostic, then widens the context around it. No guessing at line offsets and no burning tokens on 100k+ line log files.

  • Get build details — statuses of all tasks, packages, architectures, sign tasks.

  • List and search builds — browse recent builds, filter by package name or status.

  • Get platforms — dynamically fetched list of all platforms and their supported architectures.

  • Download and read logs — any log file from any build: grep it (search_log), page it bottom-up (read_log_tail), or read a line range. No read can blow up: each line is clipped to 500 chars and the whole result to 40k chars (max_line_chars=0 / max_chars=0 to lift), so a log whose single lines run to several KB of compiler flags comes back in pages that join up exactly instead of one oversized blob. Reading auto-downloads the log if it isn't on disk yet.

  • Check sign status — see whether sign tasks for a build completed or failed.

  • List products — all release targets (products) with their platforms, official/community flag, and IDs.

  • View release plans — status, source packages, and target repositories of any existing release.

  • View and preview errata — look up any advisory (get_errata), and preview the AlmaLinux advisories a CVE/RHSA + build(s) would produce (preview_errata) before creating them.

With a JWT token (authenticated)

  • Create builds — specify packages, platform(s), branch/tag/SRPM. Supports multiple platforms in a single build (e.g. AlmaLinux-8 + AlmaLinux-9). Architectures default to each platform's full list unless you override. Supports custom Git URLs for repos outside git.almalinux.org (e.g. GitHub, GitLab). Supports all mkbuild.py options: linked builds, mock definitions, excludes, flavors, secureboot, modules, with/without.

  • Sign builds — create sign tasks with a chosen key.

  • List sign keys — see available keys with IDs and platform mappings.

  • Create release plans — build a scheduled release plan for a build (which packages go to which repositories) targeting a chosen platform + product. The actual release is never performed — this only creates the plan; committing/publishing is intentionally blocked.

  • Create errata — AlmaLinux-issued advisories (ALSA-YYYY:A001, …). You give only the package (or module), its CVEs — or one RHSA — and the build(s); the build may contain other packages. Everything else is automatic: the ID (next free AlmaLinux number of the year, one counter for all platforms), dates (today), title, description (the package text from the newest earlier advisory for that package + the CVE fix list), CVE information and references (CVE + bugzilla) from Red Hat, the module of a modular build (nodejs:24), and the package's RPMs. With an RHSA, title, description, CVEs and severity all come from the RHSA. One advisory per platform and package — a build plus its retry build merge into one. An advisory that would repeat an existing one (same platform, package and CVEs — e.g. the ALSA imported from the RHSA) is flagged and not created unless forced. Creating an advisory does not release it.

  • Delete builds — intentionally blocked for safety.

Log types

ALBS produces several log files per build task. The key ones for debugging:

Log

What's inside

mock_root

Chroot setup, dependency resolution. Check first — if deps failed, nothing else matters.

mock_stderr

Stderr output from the build process. Often has the clearest error message.

mock_build

Full build log (can be 100k+ lines). The complete rpmbuild output — where compile errors live. Grep it with search_log; its tail shows only the make wrapper error, not the cause.

mock_state

Mock state transitions.

mock_hw_info

Hardware info of the build node.

mock_installed_pkgs

List of packages installed in the chroot.

albs

ALBS-level task log (task assignment, upload).

mock.*.cfg

Mock configuration used for the build.

Related MCP server: Kerneldev MCP

Install

pip install git+https://github.com/AlmaLinux/albs-mcp.git

This installs both the MCP server (albs-mcp) and the CLI (albs).

Authentication

The JWT token is read from (checked in order):

  1. ALBS_JWT_TOKEN environment variable

  2. ~/.albs/credentials file (Python dict with a token key):

{"token": "eyJ..."}

Without a token both MCP and CLI work in read-only mode.

Never commit real tokens. Use env vars or ~/.albs/credentials, not CLI arguments.

Setup option 1: MCP server

Add to your MCP client config (e.g. mcp.json or equivalent):

{
  "mcpServers": {
    "albs": {
      "command": "albs-mcp"
    }
  }
}

Setup option 2: CLI + Skill

For setups where MCP context pollution is a concern, or when using tools that don't support MCP.

Step 1. Install the package (same as above — gives you the albs command):

pip install git+https://github.com/AlmaLinux/albs-mcp.git

Step 2. Add the workflow instructions to your AI tool:

# Copy the skill directory to your tool's skills location, e.g.:
cp -r skills/albs-cli <YOUR_SKILLS_DIR>/albs-cli

Or copy the contents of skills/albs-cli/SKILL.md into your project's AGENTS.md or equivalent instructions file.

The skill teaches the AI agent the same workflows (investigation order, EPEL handling, signing) but via albs shell commands instead of MCP tool calls.

Step 3. Verify:

albs --help

The CLI also works standalone — no AI needed. Useful for scripts and manual terminal use.

CLI usage

# List platforms
albs platforms

# Investigate a build
albs build-info 52679
albs failed-tasks 52679
# log-search greps for the failure and shows it with context — start here.
# It auto-downloads the log if needed (download-log is optional)
albs log-search 52679 "mock_build.395391.1772974729.log"
# ...or grep for something specific
albs log-search 52679 "mock_build.395391.1772974729.log" -e "Hunk #\d+ FAILED" -A 3
# When the search finds nothing, page the log bottom-up: each page prints the
# exact command for the page above it, so the pages join up with no gaps
albs log-tail 52679 "mock_build.395391.1772974729.log"
albs log-tail 52679 "mock_build.395391.1772974729.log" --before-line 772

# Search builds
albs search --project bash --page 2

# Create a build (requires JWT)
albs create-build AlmaLinux-9 bash --branch c9s
albs create-build AlmaLinux-10 https://example.com/pkg.src.rpm \
    --from-srpm --add-epel-dist --arch x86_64_v2 \
    --flavor EPEL-10 --flavor EPEL-10_altarch

# Build on multiple platforms at once
albs create-build AlmaLinux-8 bash --branch c9s \
    --add-platform AlmaLinux-9

# Build from an external Git repo (e.g. GitHub)
albs create-build AlmaLinux-10 \
    --git-url https://github.com/ykohut/leapp-data.git \
    --branch devel-ng-0.23.0

# Independent tasks (disable the default sequential per-platform task chain,
# so packages build in parallel within each platform)
albs create-build AlmaLinux-9 bash glibc openssl --branch c9s --independent-tasks

# Sign a build (requires JWT)
albs sign-keys
albs sign-build 52679 --key-id 4

# Check whether signing finished
albs sign-status 52679

# List products (release targets) and view an existing release plan
albs products
albs release-plan 39229

# Create a release plan (requires JWT) — never performs the actual release
albs create-release-plan 62316 --platform AlmaLinux-8 --product AlmaLinux
# Release a PARTIAL build (only fully-completed packages):
albs create-release-plan 62316 --platform AlmaLinux-8 --product AlmaLinux \
    --whole-packages-only

# View an advisory
albs errata ALSA-2026:A001

# Preview, then create, AlmaLinux advisories: package + CVE(s) + build(s)
# (IDs or URLs). Dates default to today (--issued-date / --updated-date).
albs preview-errata 54743 https://build.almalinux.org/build/54740 54757 \
    --package kernel --cve CVE-2026-31431 --cve CVE-2026-43284
albs create-errata 54743 54740 54757 \
    --package kernel --cve CVE-2026-31431 --cve CVE-2026-43284
# From an RHSA everything (title, description, CVEs, severity) comes from it:
albs preview-errata 54740 54757 --rhsa RHSA-2026:13566

# Pass token via flag or env var
albs --token "eyJ..." sign-keys
ALBS_JWT_TOKEN="eyJ..." albs sign-keys

Run albs --help or albs <command> --help for full usage.

Tools reference

Read-only (no auth)

Tool

Description

get_platforms

All platforms and their architectures, fetched dynamically from ALBS

get_build_info

Build summary: every task with status, arch, package, git ref, log count, plus Secure Boot state, flavors and any linked builds

get_failed_tasks

Only failed tasks with their log files listed; key logs marked with ★

list_build_logs

All log/config files available for a build on the server

download_log

Download a log file to local disk (/tmp/albs-logs/<build_id>/)

search_log

Start here on a failure: grep a log for the build-failure signatures (or your own regex) and get every hit with line numbers and context; auto-downloads if needed

read_log_tail

Read a page of a log from the end, and page upward from there (before_line); each result prints the exact call for the page above it. Shows how the build terminated, not where the compile error is

read_log_range

Read a specific line range from a log (e.g. around a search_log hit); stops at the size budget and tells you how to continue

search_builds

Browse builds by page, filter by package name or running status — shows each package as an NVR plus the build's release state; a project filter lists the matched package on its own match: line

get_sign_task_status

Status of a build's sign tasks (idle/in_progress/completed/failed) — use after sign_build

get_products

List all products (release targets): ID, name, official/community, platforms

get_release_plan

View an existing release: status, source packages, target repositories

get_errata

View an advisory: title, severity, release status, dates, module, references, packages, builds, description

preview_errata

Show the advisories create_errata would create from a package + CVEs (or an RHSA) + builds — IDs, dates, platforms, titles, severity, module, included/left-out source packages, packages, description source, references, every failed build task, and existing advisories that already cover the CVEs (!! DUPLICATE for the same package). Creates nothing

Authenticated (JWT required)

Tool

Description

get_sign_keys

List sign keys: ID, name, GPG keyid, active status, platform mappings

create_build

Create a build: packages or custom Git URLs + platform(s) + branch/tag/srpm, with all mock options

sign_build

Create a sign task for a build with a chosen key

create_release_plan

Create a scheduled release plan for a build + platform + product. Never performs the actual release — only the plan

create_errata

Create AlmaLinux advisories (ALSA-YYYY:Annn) from a package + CVEs (or an RHSA) + build(s); everything else is filled automatically, IDs assigned right before creating. Refuses duplicates of existing advisories unless force=True. Does not release them

commit_release

Blocked — performing the actual release is disabled; only plans are supported

delete_build

Blocked — disabled for safety

Prompts

MCP prompts are user-invoked workflow entry points. In clients like Claude Code they appear as slash commands (/mcp__albs__<name>); the user triggers them, not the agent.

Prompt

Arguments

Description

investigate_build

build_id

Seeds the build-failure investigation workflow for a build ID. Equivalent to asking "why did build N fail?", but as a one-step parameterized command.

release_plan

build_id

Seeds the release-plan workflow for a build ID (confirm platform, pick product, create the plan). Never performs the actual release.

new_errata

advisory, builds, package (optional)

Seeds the errata workflow for CVE(s)/an RHSA, build(s) and the package: preview, confirm, create, verify.

Example (Claude Code):

/mcp__albs__investigate_build 52679
/mcp__albs__release_plan 52679
/mcp__albs__new_errata "CVE-2026-31431 CVE-2026-43284" "54743 54740 54757" kernel

investigate_build expands into the investigation workflow (get_build_info → get_failed_tasks → download/read the key logs in order), parameterized by the build ID. release_plan expands into the release-plan workflow (get_build_info → get_products → create_release_plan), and explicitly stops at the plan — it never commits/publishes. new_errata expands into the errata workflow (preview_errata → confirm → create_errata → get_errata).

Example: investigating a failed build

Ask the agent: "What went wrong in build 52679?"

The agent will:

  1. get_build_info(70368) — sees that only the i686 task failed; the other 7 arches built

  2. get_failed_tasks(70368) — gets the log files, ★ marks the important ones

  3. search_log(70368, "mock_build.441500.1785274367.log") — greps the 936-line / 600 KB log and returns the cause with context, in one call:

    >>> 826 | usr/lib/common/mech_openssl.c:2766:52: error: passing argument 5 of
              'EVP_PKEY_get_octet_string_param' from incompatible pointer type
        833 | note: expected 'size_t *' {aka 'unsigned int *'} but argument is of
              type 'CK_ULONG *' {aka 'long unsigned int *'}
    >>> 853 | make[1]: *** [Makefile:9851: ...mech_openssl.lo] Error 1
  4. search_log(70368, "mock_root.441500.1785274367.log") — no matches: the chroot and dependencies were fine, so this is not a dependency failure

  5. Reports: "CK_ULONG * is unsigned long * while OpenSSL wants size_t *; on ILP32 (i686) those are different types, so the 3.27.0 rebase only breaks on 32-bit."

Had the search come up empty, the next move is read_log_tail and then the ↑ earlier: ... call it prints, walking the log upward a page at a time. Pages are sized by the character budget, not a line count — 165 lines of this mock_build, or 350 of the same build's mock_root — and each one starts exactly where the previous stopped, so nothing is skipped.

Note what step 3 replaces. read_log_tail on that log returns make: *** [Makefile:4615: all] Error 2 — the symptom, hundreds of lines below the real error, because make -j keeps compiling after the first failure. Asking for enough tail to reach the error instead returns 167 KB of gcc command lines and can exceed the caller's result-size limit. search_log returns 4 KB with the answer at the top.

Example: creating a build

Ask the agent: "Build bash for AlmaLinux-9 from branch c9s"

The agent will call:

create_build(packages=["bash"], platform="AlmaLinux-9", branch="c9s")

For multiple platforms at once:

create_build(packages=["bash"], platforms=["AlmaLinux-8", "AlmaLinux-9"], branch="c9s")

For external Git repos (e.g. GitHub), use git_urls:

create_build(git_urls=["https://github.com/ykohut/leapp-data.git"], platform="AlmaLinux-10", branch="devel-ng-0.23.0")

Architectures default to each platform's full list. When arch_list is specified with multiple platforms, it is validated against each platform individually.

Example: creating a release plan

Ask the agent: "Create a release plan for build 62316 on AlmaLinux-8."

The agent will:

  1. get_build_info(62316) — confirms the platform and that the build has completed tasks

  2. get_products() — lists products so you can pick the target (e.g. AlmaLinux)

  3. create_release_plan(build_id=62316, platform="AlmaLinux-8", product="AlmaLinux") — collects the completed build tasks, resolves the platform/product names to IDs, and creates a scheduled plan

  4. Reports the plan (status, source packages, target repositories) and makes clear that nothing was published — it is only a plan

The actual release (committing/publishing the plan) is intentionally not performed. Asking the agent to "release for real" routes to commit_release, which is blocked and explains that only plans are supported.

Example: creating errata

Ask the agent: "Make an advisory for kernel, CVE-2026-31431, builds https://build.almalinux.org/build/54743, 54740 and 54757."

You give only the package (or module), the CVEs — or one RHSA — and the builds. The agent will:

  1. preview_errata(builds=[...], cves=["CVE-2026-31431"], package="kernel") — shows, without creating anything:

    Issued: 2026-10-23  Updated: 2026-10-23
    
    ALSA-2026:A011  AlmaLinux-8  build #54743
      Title: kernel security update  (ALBS shows "Important: kernel security update")
      Module: none
      Source packages: kernel
      Packages: 94 RPM(s) (aarch64, i686, noarch, ppc64le, s390x, x86_64)
      Description: package text from ALSA-2026:87375 + CVE fix list
    
    ALSA-2026:A012  AlmaLinux-10  builds #54740, #54757
      ...
      Packages: 272 RPM(s) (aarch64, noarch, ppc64le, s390x, x86_64, x86_64_v2)
    
    References:
      CVE-2026-31431  Important  CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H  CWE-1288  ...
      bugzilla 2460538  https://bugzilla.redhat.com/show_bug.cgi?id=2460538
    
    Description:
      The kernel packages contain the Linux kernel, the core of any Linux operating system.
    
      Security Fix(es):
    
        * kernel: crypto: algif_aead - Revert to operating out-of-place (CVE-2026-31431)
    
      For more details about the security issue(s), ...

    54740 failed on aarch64 and 54757 is its retry, so both go into one AlmaLinux-10 advisory. Every failed or cancelled build task is always reported — in the preview, in the create_errata result and in error messages — even when a retry build covers it or the package is left out:

    !!! 1 build task(s) FAILED or were CANCELLED — each is listed below as `! ...`. Tell the user about every one.
      ! FAILED: build #54740 kernel aarch64 (task 411949) — rebuilt in build #54757; packages taken from there

    Without 54757 the same line ends with — its packages are NOT in the advisory (add the retry build to include them).

  2. Asks you to confirm, then create_errata(...) with the same arguments — it re-reads the latest ALSA-2026:A### right before creating, so the IDs are always the next free ones

  3. get_errata("ALSA-2026:A011") — confirms ALBS stored it (ALBS creates advisories in the background)

How each field is filled:

Field

Source

ID

ALSA-<issue year>:A<next> — highest AlmaLinux A-number of the year on any platform, +1; advisories numbered in platform order (8, 9, 10)

Dates

Today (issued = updated), unless issued_date / updated_date are given

Severity

Red Hat: the CVE's threat severity (the highest one for several CVEs) or the RHSA's aggregate severity

Title

<package> security update — the module stream for modular builds (nodejs:24 security update); with an RHSA, the RHSA title. ALBS adds the Important: prefix

Description

CVEs: the package text from the newest earlier security advisory for the package (same platform first, then any; another stream of the module if needed) + a Security Fix(es): list from the Red Hat bugzilla summaries. RHSA: its details text (Red Hat branding replaced)

CVE information, References

Each CVE (Red Hat CVE page, with CVSS v3, CWE, impact, public date) and its Red Hat bugzilla

Module

name:stream of a modular build (from its tasks' module metadata, -devel excluded); empty otherwise

Packages

Binary RPMs of the named package (or module) from the build(s) — no src/debuginfo/debugsource, other packages in the build left out. Without package: the packages Red Hat lists as affected (RHSA: its source packages)

The preview adds a NOTE when Red Hat does not tie one of the given CVEs to the package (usually a wrong CVE ID) or when no earlier advisory has a package text to reuse.

Duplicates. The preview looks up existing advisories on the same platform that already reference the CVEs. One for the same package (same module stream, or same source RPM) is a duplicate — typically the ALSA imported from the RHSA that this build is a plain rebuild of:

!! DUPLICATE: ALSA-2026:87073 "Important: php:8.2 security update" already covers CVE-2026-109618, CVE-2026-109619 for php:8.2 on AlmaLinux-8

create_errata then creates nothing unless force=True (albs create-errata --force). The same CVE in another package's advisory (kernel vs kernel-rt, php:7.4 vs php:8.2) is only a NOTE.

Tests

pip install -e ".[test]"

# Unit tests (no network, 347 tests)
pytest tests/test_client_unit.py tests/test_server_unit.py tests/test_cli_unit.py -v

# Integration tests (hits real ALBS API, read-only, 37 tests)
pytest tests/test_integration.py -v

# All tests
pytest -v

Environment variables

Variable

Description

Default

ALBS_JWT_TOKEN

JWT token for authenticated operations

—

ALBS_LOG_DIR

Directory for downloaded logs

/tmp/albs-logs

Available Tools

19 tools
commit_releaseA

Commit (perform) a release. CURRENTLY BLOCKED.

This server only creates release plans. Performing the actual release (publishing packages) is intentionally disabled.

Inputs: release_id (required). Returns: result

create_buildA

Create a new build on ALBS. Requires JWT token.

Platforms and allowed architectures are fetched dynamically from ALBS. Use get_platforms to see available options.

For EPEL builds (SRPMs from dl.fedoraproject.org/pub/epel/), the tool automatically applies EPEL-specific flavors and defaults arch to x86_64_v2.

Args: platform: Target platform (single). Use get_platforms to see available options. platforms: List of target platforms to build on (e.g. ["AlmaLinux-8", "AlmaLinux-9"]). Can be used alone or combined with platform. At least one must be provided. packages: List of package names (for git/branch) or SRPM URLs (for from_srpm). For from_tag: use "pkg_name tag_name" format or just "tag_name". At least one of packages or git_urls must be provided. git_urls: List of custom Git repository URLs to build from (e.g. ["https://github.com/user/repo.git"]). Use for repos outside git.almalinux.org/rpms. The branch parameter sets the git ref. For from_tag, use "url tag_name" format. Cannot be used with from_srpm. branch: Git branch to build from (e.g. "a8", "c9s"). from_tag: Build from git tags instead of branch. from_srpm: Build from source RPM URLs. tags: Explicit tags for each package when from_tag=True (must match packages length). arch_list: Architectures to build. Default: all for the platform (x86_64_v2 for EPEL builds). skip_tests: Disable %check phase by adding --define "__spec_check_template exit 0;" to mock definitions. add_epel_dist: Extract .elN dist suffix from each package name/URL and set it as a per-task mock definition: dist=".elN.alma_altarch". Only works with from_tag or from_srpm. Recommended for EPEL-altarch builds. beta: Enable beta flavor. secureboot: Enable SecureBoot signing. nosecureboot: Override secureboot requirement for SB packages. excludes: Space-separated packages to exclude from mock. definitions: Dict of mock definitions, e.g. {"dist": ".el9"}. linked_builds: Build IDs to link. flavors: Additional flavor names. with_opts: Mock --with options. without_opts: Mock --without options. modules: Modules to enable, e.g. ["nodejs:18"]. independent_tasks: When True, disables the per-platform sequential task chain so packages build independently / in parallel within each platform (the default ALBS behavior chains task N's start on task N-1's completion). Applied to every platform entry in the payload. Default: False.

Inputs: beta, tags, branch, flavors, +18 more. Returns: result

create_release_planA

Create a release PLAN on ALBS. Requires JWT token.

Creates a "scheduled" release and computes which packages go to which repositories. It NEVER performs the actual release — nothing is published. Committing the plan (the real release) is intentionally not supported here.

The completed build tasks are collected automatically; the build must have completed tasks. Platform and product names are validated against ALBS — use get_platforms() and get_products() to see valid names.

Args: build_id: The build to release. platform: Target platform name (e.g. "AlmaLinux-9"). product: Target product name (e.g. "AlmaLinux", "epel-al"). Use get_products() to list available products. build_ids: Optional additional build ids to include in the same plan. whole_packages_only: When True, include only packages whose every architecture task completed (drop half-built packages). Use for a PARTIAL build superseded by a 'retry failed' build. Default: False.

Inputs: product (required), build_id (required), platform (required), build_ids, +1 more. Returns: result

delete_buildA

Delete a build. CURRENTLY BLOCKED.

This operation is intentionally disabled for safety.

Inputs: build_id (required). Returns: result

download_logA

Download a build log file to local filesystem.

The file will be saved to $ALBS_LOG_DIR/<build_id>/ (default: /tmp/albs-logs/<build_id>/). After downloading, use read_log_tail to read the contents.

Inputs: build_id (required), filename (required). Returns: result

get_build_infoA

Get build details: tasks, statuses, packages, architectures.

Returns a summary of the build including each task's status, architecture, package name, and whether it has sign tasks. Also lists any linked builds (their -br repos are mixed into the buildroot), which is needed to accurately reproduce a similar rebuild.

Inputs: build_id (required). Returns: result

get_failed_tasksA

Get failed tasks for a build with their available log files.

Shows only tasks that failed, along with log file names. Key logs for debugging: mock_build, mock_stderr, mock_root.

Inputs: build_id (required). Returns: result

get_flavorsA

List all available platform flavors on ALBS.

Returns flavor names and IDs, useful for verifying correct flavor names before creating builds with the flavors parameter.

Inputs: no named parameters. Returns: result

get_platformsA

Get all available platforms and their supported architectures from ALBS.

Returns the list of platforms with arch_list fetched dynamically from the build system.

Inputs: no named parameters. Returns: result

get_productsA

List all products on ALBS. No authentication required.

Returns each product's id, name, official/community flag, and the platforms it covers. Use this to pick the target product when creating a release plan with create_release_plan.

Inputs: no named parameters. Returns: result

get_release_planA

View an existing release plan. No authentication required.

Returns the release status (scheduled/in_progress/completed/failed/ reverted), product, platform, the source packages it covers, and the target repositories.

Inputs: release_id (required). Returns: result

get_sign_keysA

Get available sign keys from ALBS. Requires JWT token.

Returns key ID, name, keyid (GPG fingerprint short), and associated platform IDs needed for sign_build.

Inputs: no named parameters. Returns: result

get_sign_task_statusA

Get the status of sign tasks for a build.

Use this after sign_build to check whether signing completed or failed. Returns each sign task's ID, status (idle/in_progress/completed/failed), and sign key ID. No authentication required.

Inputs: build_id (required). Returns: result

list_build_logsC

List all available log files for a build from the server.

Shows all log and config files stored in Pulp for this build.

Inputs: build_id (required). Returns: result

read_log_rangeA

Read a specific range of lines from a build log.

Use this to widen the window around a line number that search_log reported, or to inspect an earlier section. Reads forward from start_line; a range too large for max_chars stops early and tells you the call to continue with, so nothing is silently lost.

Each line is clipped to max_line_chars (0 = verbatim). The log is downloaded automatically if not already on disk — no need to call download_log first.

Inputs: build_id (required), end_line (required), filename (required), start_line (required), +2 more. Returns: result

read_log_tailA

Read a page of a build log from the end, and page upward from there.

Good for how the build terminated (RPM build errors:, the mock exception). To FIND a compile error, use search_log — the end of a make -j log holds only the wrapper error.

One call returns as many lines as fit in max_chars (~10k tokens), up to lines lines. That budget is what sizes the page: the same budget is about 165 lines of a mock_build log or 350 of a mock_root, so a fixed line count would be wrong for one of them. The result ends with the exact call for the page above it — before_line=<first line shown> — so walking a log bottom to top needs no arithmetic and skips nothing.

before_line=N reads the page ending at line N-1. Each line is clipped to max_line_chars (0 = verbatim); keep the clip on, mock_build lines can be several KB of gcc flags. The log is downloaded automatically if not already on disk — no need to call download_log first.

Inputs: build_id (required), filename (required), lines, max_chars, +2 more. Returns: result

search_buildsA

Search builds on ALBS. Returns a page of builds.

Each build line carries its task count, failed count, and release state, then the packages as full NVRs (mingw-glib2-2.89.2-1.el10) so a version question can be answered without opening the build. When project is set, the packages that matched it are listed on their own match: line — the remaining ones are summarised and may be truncated.

Args: page: Page number (default 1). project: Filter by project/package name. is_running: Filter by running status.

Inputs: page, project, is_running. Returns: result

search_logA

Find the failure in a build log: grep it and return each hit with context.

START HERE when investigating a failed build — do not read tails first. In a parallel make -j log the real compile error sits hundreds of lines above the end, so the tail shows only make: *** Error 2: the symptom, not the cause. This finds the cause in one call.

pattern is a Python regex; omit it to use the built-in build-failure signatures (compiler/link errors, failed patch hunks, unresolved BuildRequires, RPM packaging errors, %check failures, OOM/network trouble). Matched lines are prefixed >>> and every line is numbered, so a hit's number can be fed straight to read_log_range to see more.

Only the first max_matches hits are reported — the first error is the root cause and the rest are cascades — but the header counts all of them. Lines are clipped to max_line_chars around the match (0 = verbatim, needed when quoting an exact multi-KB command line). The log is downloaded automatically if not already on disk.

Inputs: build_id (required), filename (required), after, before, +4 more. Returns: result

sign_buildA

Sign a build on ALBS. Requires JWT token.

Use get_sign_keys to see available sign key IDs.

Args: build_id: The build ID to sign. sign_key_id: Sign key ID (default: 4). Use get_sign_keys to list.

Inputs: build_id (required), sign_key_id. Returns: result

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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    TDQS

    A3.9/5.0

    Scored across 19 tools

    Disambiguation5/5

    Each tool targets a distinct resource or action: get_* tools each fetch a specific entity (products, platforms, keys, flavors, release plans, build info), and log tools (download, search, tail, range) have clearly separated purposes. Even the two potentially overlapping tools (get_build_info vs get_failed_tasks) are distinct—one gives an overview, the other focuses specifically on failures. No two tools could be confused.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun snake_case pattern (e.g., get_build_info, create_build, read_log_tail, search_builds). Verbs are descriptive and nouns reference the subject clearly. There are no mixed conventions or vague names like 'process' or 'do_thing'.

    Tool Count4/5

    At 19 tools, the server is on the heavier side but each tool serves a clear function within the build system domain. The count is justified by the breadth of operations (create/build, sign, release planning, log inspection, search). It does not feel bloated, though it is slightly above the typical 'sweet spot' of 10-15 tools.

    Completeness5/5

    The tool surface covers the full build lifecycle: creation, status retrieval, signing, failed-task inspection, log analysis, release plan creation, and search. Log tools are particularly thorough (search, tail, range, list). The only missing operation—commit_release—is explicitly blocked for safety, not an oversight. There are no dead ends; every workflow has the necessary supporting tools.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

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