The Sprrint MCP server lets an authenticated agent inspect and operate a Sprrint workspace across projects, tasks, sprints, the Black Hole, categories, profile, and API keys.
View identity, workspace overview, project home, Now board, search results, and activity feed.
Create, inspect, update, archive, restore, and delete projects; add or remove project members.
Create, inspect, update, move, and comment on tasks.
Create, inspect, update, and delete sprints.
List Black Hole tasks, pull them into a landing sprint, or drop them back.
Get/update workspace settings, invite people, change roles, and remove members.
Update the signed-in profile, manage task/sprint categories, and list/create API keys.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@sprrint Pull the top task from the Black Hole and assign it to me."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
The same Sprrint product, from a terminal or an agent.
People who never open the web app can still run the board, write tasks, move cards, run sprints, plan releases, pull work out of the Black Hole, comment, invite teammates, and manage the workspace.
o
/|\ sprrint now
/ \pipx install git+https://github.com/ejasmuhamed/sprrint-cli.git
# or from this repo
pipx install .
# later: pipx install sprrintYou need an account on sprrint.run.
Related MCP server: jira-mcp-server
sprrint loginSprrint emails a 6-digit code. After it checks out, the CLI stores an API key in ~/.config/sprrint/config.toml (mode 600). The CLI always talks to https://sprrint.run. Agents use https://mcp.sprrint.run/mcp.
You can also mint a key in the web app: You → Keys, then:
sprrint config set api_key spr_live_…
sprrint config set workspace acme
sprrint config set project BREnvironment variables override the file: SPRRINT_API_KEY, SPRRINT_WORKSPACE, SPRRINT_PROJECT.
sprrint whoami
sprrint now
sprrint overview
sprrint search "login"
sprrint tasks create --title "Ship the CLI"
sprrint tasks move BR-12 progress
sprrint tasks move BR-12 blocked --blocked-note "Waiting on design"
sprrint tasks comment BR-12 "Landed."
sprrint sprints start launch-week
sprrint sprints pause launch-week
sprrint sprints complete launch-week
sprrint sprints create --name "Launch Week" --starts-on 2026-09-01 --ends-on 2026-09-14
sprrint releases list
sprrint releases create --name "1.0" --version v1.0 --task BR-12 --task BR-13 --sprint launch-week
sprrint releases update 1-0 --status live
sprrint blackhole list
sprrint blackhole pull BR-9
sprrint activityEvery mutating command has --json for scripts and --plain to skip the stickman.
sprrint --help
sprrint tasks --helpAgents connect at https://mcp.sprrint.run/mcp. Send the key on every request. No local install.
{
"mcpServers": {
"sprrint": {
"url": "https://mcp.sprrint.run/mcp",
"headers": {
"Authorization": "Bearer spr_live_…"
}
}
}
}sprrint mcp (and the sprrint-mcp entry point) still runs a local stdio server for clients that cannot open a URL. It reads SPRRINT_API_KEY or ~/.config/sprrint/config.toml.
Everything the Sprrint app can do:
Area | Commands / tools |
You | login, whoami, me update, emails, keys |
Workspaces | list, create, use ( |
Workspace | get, update, invite, roles, leave, delete |
Projects | list, create, update, archive, restore, delete, members |
Now / Home |
|
Tasks | list, get, create, update, move, comment, attach, git-link / git-unlink (subtasks, blocked notes) |
Description files |
|
Comment files |
|
Sprints | list, get, create, update, start, pause, complete, delete |
Releases | list, get, create, update (task membership; optional sprint expand) |
Black Hole | list, pull, drop |
Search / Activity |
|
Categories / files | categories, |
The web app, CLI, and MCP share /api/v1 and the same permissions.
TTY sessions show a small stick figure while work is in flight — walking, waving, pulling from the void, arms up when it lands. --plain or a pipe turns that off.
Activity feed. tab is you|all. range is 0 (today), 7, 30, or all.
Inputs: q, tab, type, actor, +2 more.
Drop a task out of its sprint back into the Black Hole.
Inputs: key (required), project.
List unsprinted open tasks in the Black Hole.
Inputs: project.
Pull a void task into the landing sprint (active first, else planned).
Inputs: key (required), project.
Create a category. kind is task|sprint.
Inputs: kind (required), name (required), project.
Delete an unused custom category.
Inputs: category_id (required), project.
List task and sprint categories.
Inputs: project.
Project home dashboard.
Inputs: project.
Create an API key. The full token is returned once.
Inputs: name, source.
List active API keys for the signed-in user.
Inputs: no named parameters.
Show the Now board for a project. Filter by sprint slug, assignee username, due window, or search text.
Inputs: q, due, sprint, project, +1 more.
Workspace home: greeting, counts, active sprints, and tasks that need a nudge.
Inputs: no named parameters.
Update the signed-in profile.
Inputs: avatar, timezone, username, display_name.
Add a workspace member to a project. user is a username or id. role is member|owner.
Inputs: user (required), project (required), role.
Archive a project.
Inputs: project (required).
Create a project. Key is exactly 2 letters or numbers. visibility is private|workspace.
Inputs: name (required), key, visibility, description, +1 more.
Delete a project. confirm must be the exact project name.
Inputs: confirm (required), project (required).
Get one project by key or slug, including members.
Inputs: project (required).
List visible projects.
Inputs: no named parameters.
Remove a person from a project.
Inputs: project (required), user_id (required).
Restore an archived project by numeric id.
Inputs: project_id (required).
Update project settings.
Inputs: project (required), name, visibility, description, +1 more.
Search tasks, sprints, and people. Optionally scope to a project key or slug.
Inputs: q (required), project.
Create a sprint. Dates are YYYY-MM-DD. take is comma-separated task keys to pull in.
Inputs: name (required), ends_on (required), starts_on (required), goal, +4 more.
Delete a sprint. move=free sends remaining tasks to the Black Hole.
Inputs: slug (required), move, project.
Get a sprint and its tasks.
Inputs: slug (required), project.
List sprints. status is planned|active|done.
Inputs: status, project.
Update a sprint.
Inputs: slug (required), goal, name, status, +3 more.
Comment on a task. parent is an optional comment id for a reply.
Inputs: key (required), body (required), parent, project.
Create a task. status is todo|progress|blocked|done. priority is none|low|medium|high. tags is comma-separated.
Inputs: title (required), tags, due_on, sprint, +6 more.
Get a task by key (BR-12), including comments and attachments.
Inputs: key (required), project.
List tasks on a project. assigned is me|any|username. due is any|overdue|soon|later. sprint can be a slug or free.
Inputs: q, due, sprint, project, +1 more.
Move a task to todo, progress, blocked, or done.
Inputs: key (required), status (required), project.
Update a task. Pass only the fields that should change; others stay as they are.
Inputs: key (required), tags, title, due_on, +7 more.
Show the signed-in Sprrint user and workspace.
Inputs: no named parameters.
Workspace settings, members, pending invites, and archived projects.
Inputs: no named parameters.
Invite someone to the workspace by email. role is member|admin.
Inputs: email (required), role.
Remove a person from the workspace.
Inputs: user_id (required).
Change a workspace member role. role is owner|admin|member.
Inputs: role (required), user_id (required).
Update workspace name, slug, or description.
Inputs: name, slug, description.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Scored across 40 tools
Most tools are scoped by resource and action, so projects, tasks, sprints, workspace, and black hole operations are easy to tell apart. A few pairs could still be confused, especially sprrint_now vs sprrint_tasks_list and sprrint_tasks_update vs sprrint_tasks_move.
The dominant pattern is sprrint_<resource>_<action>, which is consistent and readable across most tools. The top-level view tools like whoami, overview, now, search, activity, and home do not follow that pattern, so the naming is not perfectly uniform.
40 tools is well above the 25+ threshold for a single MCP server, even though the tools are organized by resource. Several dashboard and global tools could likely be consolidated or split out to reduce the agent's cognitive load.
Projects and sprints have solid lifecycle coverage, and tasks support create, get, list, update, move, and comment. However, there is no task deletion path, no API key revocation/deletion, and no category update, leaving notable gaps in the overall surface.
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