A Jira, Linear, or Azure DevOps ticket
Create one normal task first. Add a clear task brief only when an agent will execute it.
Quick start and knowledgebase
Start with a normal task. Choose the view your team understands. Add admin rules and agent controls only when the work needs them.
Signup open
Start on Free, add one task, then upgrade only when real users or agent runs need it.
First 10 minutes
Create one real task, choose the simplest useful view, then stop. Admin and agent setup should wait until there is real work to shape.
Minute 1
Start free and keep the default workflow.
Minute 3
Create a real task before adding fields or agent settings.
Minute 6
Use Cards, List, tag buckets, or swimlanes.
Minute 10
Skip agent setup unless this task needs files, approvals, and proof.
Do this first
The quickstart is intentionally simple at the top. The detailed setup, MCP, migration, and knowledgebase sections are below for teams that need them.
Type the title, create it, then add date or blocker when delivery matters.
Start freeSet access, starter lanes, reminders, and support owner. Leave deeper settings for later.
Review setupConnect Codex, Claude Code, Cursor, or Cowork read-only after the first task has scope, files, approvals, and proof.
Connect agentsA Jira, Linear, or Azure DevOps ticket
Create one normal task first. Add a clear task brief only when an agent will execute it.
A board, list, status, or tag workflow
Use Cards, List, tag buckets, or swimlanes from the same task data.
Comments, docs, and links spread around
Attach the files, docs, links, architecture notes, and decisions an agent needs before starting.
Done as a status move
Require tests, logs, screenshots, PRs, risk notes, or approval only where proof matters.
Choose one path
User
Start free, add one title, then use Cards, List, tags, or swimlanes.
Create first taskAdmin
Set access, statuses, reminders, Done rules, and agent boundaries.
Open admin setupAgent operator
Connect MCP after the task has scope, files, approvals, and proof.
Connect agentsFirst workspace path
New teams should know exactly what to do next: start the workspace, add one real task, pick a view, set simple admin guardrails, then prepare agent handoff only when needed.
Create the workspace and keep the default workflow until a real task needs more structure.
Proof: No sales call or setup project blocks the first useful action.
Type the title and create the task. Defaults add Backlog, Medium priority, starter tags, and a 30 minute estimate; add date, blocker, or description after the task is visible.
Proof: The task appears in Cards, List, tag buckets, and swimlane/status buckets without filling agent or customer fields first.
Use the view the team already understands, then save filters only when they reduce noise.
Proof: Users can update work without learning an agent workflow first.
Rename statuses, set reminders, choose role access, and define what Done requires.
Proof: Admins can tighten the workspace without hiring setup support.
Add scope, non-goals, files and docs, allowed actions, approval rules, and proof before an agent claims work.
Proof: Only ready work reaches Codex, Claude Code, Cursor, Cowork, or another MCP client.
Admin setup
Admins do not need a setup project. Start with access, workflow language, reminders, and Done rules. Add agent boundaries only after a real task needs safe execution.
Start with workspace admins and a small user group. Confirm who can create tasks, move work, edit rules, manage billing, and approve agent actions.
Manage accessRename statuses, choose swimlanes, set WIP limits, and keep the first saved views simple: Cards, List, tag buckets, or swimlane/status buckets.
Set rulesWarn on missing dates, stale updates, overdue tasks, time over estimate, missing proof, and Done moves without proof.
Set remindersOnly after a real task is clear, decide which tools, repos, environments, data, approvals, run quota, and proof an agent may use.
Review agentsChoose your starting mode
buildr-plannr does not force a full process on day one. Start as a lightweight tracker, add admin workflow control when the team needs structure, then enable agent execution only for work with enough files, allowed actions, and proof requirements.
Simple task tracker
Small teams that want tasks, owners, status, tags, due dates, comments, and a clean Cards or List view before adding process.
Start with
Add when useful
Proof: A teammate can open the workspace, understand the next action, and update work without training.
Start as a trackerCustom team workflow
Admins who need custom swimlanes, terminology, roles, permissions, reminder rules, proof rules, imports, and billing controls from day one.
Start with
Add when useful
Proof: The admin can explain who may do what, when approval is needed, and what Done means before inviting the team.
Review admin controlsAgent execution system
Teams using Codex, Claude Code, Cursor, Cowork, or other MCP-capable tools to pick up scoped software tasks.
Start with
Add when useful
Proof: An agent can claim only ready work, act within policy, and return reviewable evidence before Done.
Prepare agent workPlain-English product terms
Teams can start with tasks, statuses, tags, comments, and due dates. These execution terms explain the extra controls that make work safe for humans, admins, and AI agents.
How to start
Use a simple bucket of tagged tasks, a list, cards, or custom swimlanes. The system should adapt to the team instead of forcing a ceremony.
Admins can model backlog, ready, in progress, review, done, customer validation, human blocked, or any other lane the workspace needs.
Add scope, non-goals, constraints, expected output, proof, approval rules, and allowed tools before a human or agent starts.
Give agents the exact files, docs, repo hints, decisions, and environment notes needed to complete the task without guessing.
Warn when tasks have no expected completion date, no recent update, overdue due dates, missing proof, or time logged over estimate.
Codex, Claude Code, Cursor, Cowork, and other compatible tools can discover ready work, create scoped follow-up tasks, and fetch clear task briefs through the remote MCP endpoint.
Migration playbook
Teams moving from Jira, Linear, or Azure DevOps should not throw away working habits. Preserve the useful tracking data, then make agent-owned work safe: clear scope, trusted context, allowed actions, readiness checks, and proof before Done.
| Keep from Jira, Linear, or Azure DevOps | Add before an agent starts |
|---|---|
| A task has a title, status, owner, and comments. | Add clear scope, non-goals, acceptance checks, and a named reviewer. |
| Context is spread across comments, docs, and links. | Attach the files, docs, architecture notes, and prior decisions before the agent starts. |
| Anyone with access can move or edit the task. | Limit the agent to approved tools, repos, environments, data, and actions. |
| The next task is whichever card is in the right column. | Prioritize by readiness, blockers, permissions, approvals, and run quota. |
| Done is a status move or a closing comment. | Require tests, logs, screenshots, PRs, risk notes, or approval proof. |
From Jira
Market benchmark
Keep
buildr-plannr upgrade
Setup path
Agent-readiness gap
A Jira issue can describe the work and workflow state, but agents need a verified brief that separates scope, non-goals, allowed tools, trusted files and docs, approval gates, and proof.
Agent readiness gate
Imported Jira work is ready for agents only after the clear brief, files and docs, allowed actions, and proof requirements are complete.
Execution control
Use scoped MCP/API tokens and approval gates before agents mutate imported Jira work.
Proof standard
Done requires mapped Jira context plus tests, screenshots or logs, pull request links, risk notes, and reviewer acceptance before the lane changes to complete.
From Linear
Market benchmark
Keep
buildr-plannr upgrade
Setup path
Agent-readiness gap
Linear can stay fast for human planning, but external agents need ready-work queues, token-scoped actions, expected proof, and shared workspace defaults instead of inferring intent from issue prose.
Agent readiness gate
Imported Linear work is ready for agents only when the issue explains what an agent may do, which files and docs are trusted, and what proof is required.
Execution control
Use ready-work queues, run quota, and MCP workspace customization so coding agents do not assume the old Linear workflow shape.
Proof standard
Done requires preserved Linear intent plus evidence attachments, approval history, time signals, and an explicit acceptance check that an agent or human can verify.
From Azure DevOps
Market benchmark
Keep
buildr-plannr upgrade
Setup path
Agent-readiness gap
Azure Boards can retain portfolio control, but agents need a smaller clear brief that makes dependency, permission, environment, billing, security, and verification risk explicit.
Agent readiness gate
Imported Azure Boards work is ready for agents only after dependencies, target dates, files and docs, allowed actions, and verification proof are explicit.
Execution control
Use allowed actions and approval gates when agents touch repositories, environments, billing surfaces, or customer-facing work.
Proof standard
Done requires backlog hierarchy plus dependency review, target-date health, test evidence, deployment or log proof, and a risk note tied to the original work item.
MCP quickstart
Give coding tools a governed way to ask what to do next. The remote MCP surface starts at /api/mcp. Agents authenticate with scoped planner API tokens and fetch workspace customization, one-call preflight guidance, deterministic knowledgebase answers, ready work, task health reminders, scoped task creation, clear task brief reads and updates, files and docs, task search, status updates, comments, time logs, proof, and approvals without leaving their coding tool.
Connect an agent
/api/mcpUse the same remote endpoint for Codex, Claude Code, Cursor, Cowork, or another MCP client.
Start read-only, then add task write scopes only after the first smoke passes. The current write scope is still named issues:write for API compatibility.
Call buildr_plannr.get_agent_preflight and read firstSessionDecision: tracking and admin setup can start, but agent writes wait until the gate passes.
Pick your client
Start read-only. Let the client prove the endpoint, list tools, and run preflight before it claims work or writes proof.
Public launch claims need proof first
Release owners and agents can fetch implementation readiness, public-launch blockers, recurring release proof, capture plans, and proof templates from the same MCP endpoint. This keeps launch claims tied to retained proof instead of chat memory or optimistic status updates.
Implementation proof
Read the product readiness summary and keep the proof document path attached to the release note.
Public-launch blockers
Inspect launchProof.blockers before public claims; beta activation, customer language, admin terminology, and manual accessibility proof stay visible until externally captured.
Recurring release proof
Attach release browser QA and exact run links for every release candidate instead of saying tests passed from memory.
Proof templates
Use the capture plans and markdown templates to record fields, pass criteria, retention targets, and no-change rationales.
initialize
MCP JSON-RPC method supported by the planner endpoint.
tools/list
MCP JSON-RPC method supported by the planner endpoint.
tools/call
MCP JSON-RPC method supported by the planner endpoint.
Client setup guides
Copy this smoke path
Send these read-only JSON-RPC calls to https://plannr.buildrlab.com/api/mcp with Authorization: Bearer $BUILDR_PLANNR_AGENT_TOKEN.
01 initialize
The server returns buildr-plannr server info.
Proof: Endpoint, token, transport, and MCP protocol are valid.
{
"jsonrpc": "2.0",
"id": "initialize",
"method": "initialize",
"params": {
"protocolVersion": "2025-06-18",
"clientInfo": {
"name": "buildr-plannr-smoke",
"version": "1.0.0"
},
"capabilities": {}
}
}02 tools/list
The response lists buildr_plannr.get_agent_preflight.
Proof: The client can see the planner contract before guessing.
{
"jsonrpc": "2.0",
"id": "tools/list",
"method": "tools/list"
}03 buildr_plannr.get_agent_preflight
The response returns recommended next actions and policy warnings.
Proof: Agents can see blockers and safe next steps before work starts.
{
"jsonrpc": "2.0",
"id": "tools/call",
"method": "tools/call",
"params": {
"name": "buildr_plannr.get_agent_preflight",
"arguments": {}
}
}04 buildr_plannr.get_workspace_customization
Statuses, swimlanes, fields, WIP limits, and evidence policy are returned.
Proof: The client will not hard-code the wrong workflow.
{
"jsonrpc": "2.0",
"id": "tools/call",
"method": "tools/call",
"params": {
"name": "buildr_plannr.get_workspace_customization",
"arguments": {}
}
}05 buildr_plannr.list_task_reminders
The response returns stale, overdue, missing-date, or missing-time warnings.
Proof: Risky work is visible before anyone claims a task.
{
"jsonrpc": "2.0",
"id": "tools/call",
"method": "tools/call",
"params": {
"name": "buildr_plannr.list_task_reminders",
"arguments": {
"severity": "warning",
"limit": 3
}
}
}06 buildr_plannr.get_launch_readiness
Launch blockers, capture plans, and evidence templates are returned.
Proof: Public launch claims stay tied to retained evidence.
{
"jsonrpc": "2.0",
"id": "tools/call",
"method": "tools/call",
"params": {
"name": "buildr_plannr.get_launch_readiness",
"arguments": {}
}
}No claim, write, time, proof, or approval tool is called here. Enable write scopes only after this proof is retained.
Safe first run
Before Codex, Claude Code, Cursor, Cowork, or a generic MCP client changes work, it should prove the endpoint, read the workspace rules, choose safe work, and leave auditable proof. This keeps agent execution predictable even when each client has a different UI.
Add the production or dev /api/mcp endpoint and pass a scoped agent token through Authorization or x-api-key.
Proof: The client can call initialize and the server name identifies buildr-plannr.
Call tools/list and confirm buildr_plannr.get_agent_preflight plus task-named aliases such as buildr_plannr.search_tasks are available before any task mutation.
Proof: The client records the planner tool list and supported input schemas.
Call get_client_bootstrap, get_agent_preflight, get_launch_readiness, search_knowledgebase, list_task_reminders, and get_workspace_customization. Read firstSessionDecision before deciding whether agent writes can start.
Proof: The agent sees swimlanes, WIP limits, labels, proof rules, launch blockers, stale-work warnings, blocked actions, and the start-or-wait write gate.
Inspect launchProof.readyForPublicLaunch, blockers, capturePlans, and templates before public release notes, marketing claims, or launch summaries.
Proof: The client records whether launch proof is ready, which public-launch blockers remain, and which artifacts must be attached.
Inspect list_ready_work or search_tasks and choose one low-risk task with a clear brief, files or docs, allowed actions, and approval rules.
Proof: The task has owner approval, scope, non-goals, allowed tools, constraints, verification commands, and expected proof.
Claim one test task, post status, log time, attach proof, and release or complete the claim through MCP.
Proof: The workspace audit trail shows the client respected run quota, allowed actions, time tracking, and proof before Done.
Coding agents working in a repo checkout.
Use an agent-scoped token for autonomous runs and a user-scoped token for assisted human sessions.
Setup
Verify
{
"mcpServers": {
"buildr-plannr": {
"url": "https://plannr.buildrlab.com/api/mcp",
"headers": {
"Authorization": "Bearer ${BUILDR_PLANNR_AGENT_TOKEN}"
},
"note": "Codex should call buildr_plannr.get_agent_preflight and read firstSessionDecision before any write-capable tool."
}
}
}Keep write and claim scopes disabled until the handshake, firstSessionDecision, workspace customization, and one approved test task prove the client can follow workspace rules. Scope names may still say read:issue or issues:write for API compatibility.
Capabilities: workspace customization, Cards/List/Tags/Swimlanes view preset contract, label taxonomy, rules center discovery, agent preflight, market standards, launch readiness proof, static knowledgebase search, task reminders, ready work discovery, agent claim queue, task creation, claim leases, agent status posts, claim cancellation, task briefs, task brief updates, files and docs, comments, time logging, evidence.
Terminal-based coding assistants that can call remote MCP tools.
Prefer a narrow agent token with read-work, files-and-docs, comment, and proof scopes first.
Setup
Verify
{
"mcpServers": {
"buildr-plannr": {
"url": "https://plannr.buildrlab.com/api/mcp",
"headers": {
"Authorization": "Bearer ${BUILDR_PLANNR_AGENT_TOKEN}"
},
"note": "Claude Code should call buildr_plannr.get_agent_preflight and read firstSessionDecision before any write-capable tool."
}
}
}Keep write and claim scopes disabled until the handshake, firstSessionDecision, workspace customization, and one approved test task prove the client can follow workspace rules. Scope names may still say read:issue or issues:write for API compatibility.
Capabilities: workspace customization, Cards/List/Tags/Swimlanes view preset contract, label taxonomy, rules center discovery, agent preflight, market standards, launch readiness proof, tool discovery, static knowledgebase search, task reminders, claim leases, task creation, task briefs, task brief updates, agent comments, approval requests, evidence.
IDE users who want task context next to code changes.
Use per-workspace tokens; rotate them when an IDE workspace is shared or handed over.
Setup
Verify
{
"mcpServers": {
"buildr-plannr": {
"url": "https://plannr.buildrlab.com/api/mcp",
"headers": {
"Authorization": "Bearer ${BUILDR_PLANNR_AGENT_TOKEN}"
},
"note": "Cursor should call buildr_plannr.get_agent_preflight and read firstSessionDecision before any write-capable tool."
}
}
}Keep write and claim scopes disabled until the handshake, firstSessionDecision, workspace customization, and one approved test task prove the client can follow workspace rules. Scope names may still say read:issue or issues:write for API compatibility.
Capabilities: workspace customization, Cards/List/Tags/Swimlanes view preset contract, label taxonomy, rules center discovery, agent preflight, market standards, launch readiness proof, static knowledgebase search, task reminders, task search, task creation, claim leases, agent status posts, files and docs, task brief updates, status updates, time logging, approval requests.
Team agents that claim and execute queued work.
Use an agent token pinned to the Cowork agent ID so it cannot post as another actor.
Setup
Verify
{
"mcpServers": {
"buildr-plannr": {
"url": "https://plannr.buildrlab.com/api/mcp",
"headers": {
"Authorization": "Bearer ${BUILDR_PLANNR_AGENT_TOKEN}"
},
"note": "Cowork should call buildr_plannr.get_agent_preflight and read firstSessionDecision before any write-capable tool."
}
}
}Keep write and claim scopes disabled until the handshake, firstSessionDecision, workspace customization, and one approved test task prove the client can follow workspace rules. Scope names may still say read:issue or issues:write for API compatibility.
Capabilities: workspace customization, Cards/List/Tags/Swimlanes view preset contract, label taxonomy, rules center discovery, agent preflight, market standards, launch readiness proof, static knowledgebase search, task reminders, ready work discovery, agent claim queue, task creation, claim leases, task brief updates, claim cancellation, status updates, comments, approval requests, evidence.
Any MCP-compatible client that can call streamable HTTP JSON-RPC.
Choose the narrowest token scope that allows the client to perform its exact workflow.
Setup
Verify
{
"mcpServers": {
"buildr-plannr": {
"url": "https://plannr.buildrlab.com/api/mcp",
"headers": {
"x-api-key": "${BUILDR_PLANNR_AGENT_TOKEN}"
},
"note": "Generic MCP client should call buildr_plannr.get_agent_preflight and read firstSessionDecision before any write-capable tool."
}
}
}Keep write and claim scopes disabled until the handshake, firstSessionDecision, workspace customization, and one approved test task prove the client can follow workspace rules. Scope names may still say read:issue or issues:write for API compatibility.
Capabilities: workspace customization, Cards/List/Tags/Swimlanes view preset contract, label taxonomy, rules center discovery, agent preflight, market standards, launch readiness proof, static knowledgebase search, task reminders, initialize, tools/list, tools/call, claim leases, task creation, search, read-only onboarding.
Knowledgebase
This finder uses curated static answers and keyword matching only. It does not send questions to an AI model, so teams can rely on repeatable onboarding guidance.
Pick the closest path
Users
Admins
Buyers
Agent operators
Guide
Create one real task, pick the simplest view, and add a date or move it to Blocked when it has none.
Do this next
Do one useful task before configuring everything. Fastest path: create or import one real task with a title, let buildr-plannr place it on the board, then choose the simplest view. Add an expected date when delivery matters; if there is no date yet, move it to Blocked and add the reason after the task is visible. Customize workspace rules later, and leave agent queues, files and docs for agents, and proof rules until a real task needs AI-agent execution.
Guide
Jira, Azure DevOps, and Linear track human work. buildr-plannr prepares work so AI agents can safely execute it.
Do this next
Jira, Azure DevOps, and Linear track work for humans. buildr-plannr prepares work so AI agents can safely execute it. Choose buildr-plannr when agents need clear task briefs, the right files and docs, allowed actions, approvals, proof before Done, readiness queues, and commercial controls for agent runs.
Guide
Start normal task tracking now. Wait on agent writes until scope, files, approvals, quota, and proof are clear.
Do this next
Start normal task tracking now. Users can create one task, choose Cards, List, tag buckets, or swimlanes, and add a date or blocker. Admins can set access, starter lanes, reminders, and a support owner. Agent writes should wait until the task has scope, files and docs, allowed actions, approvals, quota, and proof before Done.
Guide
Keep your tracker for human-only work. Pilot buildr-plannr when agents need clear tasks, limits, and proof.
Do this next
Buy buildr-plannr when AI agents will execute real work and the team needs safe handoff, not just another issue list. Keep Jira, Linear, or Azure DevOps as the source tracker if all work stays human-only. Pilot buildr-plannr when one task needs a clear brief, files and docs, allowed actions, proof before Done, an agent queue, or commercial controls around agent runs.