"MLflow" matching MCP tools:

• create_standalone_tasksA

  mFlowA

  Create up to 50 tasks in one standalone project in a single call, optionally as a hierarchy — use this instead of create_standalone_task when breaking a plan into several tasks. To nest tasks in the same call, give the parent a localRef (any label unique within the call) and each child a parentRef with that label; parentId instead points at an already-existing task. Validation is all-or-nothing: if any task is invalid (unknown status/label/parent, unresolved or cyclic parentRef, duplicate localRef, missing title) NOTHING is created and every task gets a per-item result. Otherwise tasks are created parents-first in input order and appended to their status column in that order; if one fails mid-batch its children are skipped, never created orphaned. Returns {created, failed, rejected, results: [{index, localRef?, ok, taskId?, key?, error?}]} in input order. Not idempotent: if the call times out or errors, call list_standalone_tasks to see what already exists before retrying, or you will create duplicates.

  ConnectorOAuth

• assign_to_coding_agentA

  mFlowA

  Assign a standalone task to mFlow's autonomous coding agent for asynchronous execution. Returns immediately with the codeAgentTaskId and queued status (plus queuePosition while it waits for a free sandbox) — it does not stream or wait for completion; poll get_coding_agent_status separately. Use this once you've decided a task is ready for implementation and want to delegate the "how" rather than doing it yourself. The task must already exist (create_standalone_task first if it doesn't).

  ConnectorOAuth

• update_standalone_projectA

  mFlowA

  Update a standalone project's name or description. Only the fields you pass are changed; omit a field to leave it as-is. To change statuses or labels, use the dedicated status/label tools instead — this tool only touches name/description.

  ConnectorOAuth

• update_standalone_taskA

  mFlowA

  Update a task's title, description, status, priority, due date, or parent, and/or replace its labels. Only the fields you pass are changed, except labelIds — that's a full replacement list, not a merge, so include every label id the task should end up with.

  ConnectorOAuth

• transfer_knowledge_baseA

  mFlowA

  Transfer all knowledge/documentation entries from one project to another. Defaults to copy (source is left untouched); use mode "move" to delete the source docs after a successful copy. Conflict handling for docs that already exist in the target (matched by type + title): "skip" (default) leaves the target doc unchanged, "overwrite" replaces it with the source content, "rename" creates the source doc under a new "(copy)" title. Source and target must not be "__global__".

  ConnectorOAuth

• create_standalone_attachmentA

  mFlowA

  Attach a document or image to a standalone task. Max 25MB. Supported types: PNG/JPEG/GIF/WEBP/SVG images, PDF, Word/Excel documents, plain text/markdown/CSV. Use create_standalone_comment instead for plain text notes — this tool is for actual files.

  ConnectorOAuth

• create_knowledge_docA

  mFlowA

  Create a knowledge/documentation entry for a project — a convention, workflow note, metric definition, reference guide, or ADR to persist across sessions and be surfaced back to you (or other agents) as context. Call list_knowledge_docs first to check a similar doc doesn't already exist: there is no update tool yet, so calling this again produces a duplicate, not an overwrite — delete_knowledge_doc the stale one first if you need to replace it. Cannot target "__global__" (read-only). ADRs (type "adr") are Architecture Decision Records — one specific architectural decision, not a general note. content MUST include a "## Context", "## Decision", and "## Consequences" section (any other structure is rejected) — write Context as the problem/forces at play, Decision as specifically what was decided (concrete enough that a future agent can check compliance against it), and Consequences as what becomes easier/harder as a result. ADRs are never deleted once accepted — to reverse one, create a new ADR and set the old one's status to "superseded" (via update_knowledge_doc's adrStatus) with supersededBy pointing at the new one's id. An accepted ADR gets synced into a coding-agent repo automatically the next time a task runs there (see repoUrl below for which one), and is injected into every agent's context for that project going forward — so only record a decision here once it is actually decided, not while still exploring options (use adrStatus "proposed" for that, the default).

  ConnectorOAuth

• create_standalone_projectA

  mFlowA

  Create a new standalone project, seeded with default To Do/In Progress/Done statuses. Use this to start tracking work that has no external tracker — for work already in Jira or Trello, use that provider's own tools instead.

  ConnectorOAuth

• delete_standalone_projectA

  mFlowA

  Delete a standalone project. Cascades: deletes all its tasks too. This cannot be undone — confirm with the user before calling it unless they've explicitly asked to delete the project.

  Connector

  Destructive

  OAuth

• get_standalone_project_summaryA

  mFlowA

  Get current-state task counts (todo/in progress/done/overdue) for a standalone project — a quick health check without fetching every task. Use list_standalone_tasks instead when you need the actual task list, not just counts.

  ConnectorOAuth

• delete_standalone_labelA

  mFlowA

  Delete a label from a standalone project. Automatically removed from any tasks that had it — no need to update those tasks' labelIds yourself first.

  Connector

  Destructive

  OAuth

• list_standalone_tasksA

  mFlowA

  List all tasks in a standalone project (flat list, sorted by status then position; use parentId to build a subtask tree). Use get_standalone_project_summary instead if you only need counts, not the full task list.

  ConnectorOAuth

• create_standalone_statusA

  mFlowA

  Add a new custom status (workflow column) to a standalone project. Use update_standalone_status instead to rename/recategorize an existing one, or reorder_standalone_statuses to change column order — this tool only adds a new column.

  ConnectorOAuth

• list_standalone_projectsA

  mFlowA

  List all of the user's standalone (no-external-tracker) projects, including their statuses and labels. Use this first to discover project ids/keys and each project's status/label ids — most other standalone tools need one of those.

  ConnectorOAuth

• reorder_standalone_tasksA

  mFlowA

  Set the complete drag-and-drop order for one status column. taskIds is the full ordered list of tasks that should end up with the given status — this replaces the whole column's order (and moves in any task not already on that status), it does not reposition a single task relative to its neighbors.

  ConnectorOAuth

• get_coding_agent_statusA

  mFlowA

  Get the current execution status of a coding agent task by codeAgentTaskId, or by the linked standalone task's taskId/taskKey. Use this to check progress or completion after assign_to_coding_agent; it does not block or wait, so poll it rather than expecting a final result in one call. While status is queued the task is waiting for a free sandbox and queuePosition is its place in line (1 = next); it is null once the task has started.

  ConnectorOAuth

• get_standalone_projectA

  mFlowA

  Get a single standalone project by internal id — its name, description, statuses, and labels. Use list_standalone_projects first if you only have the project's name or key, not its internal id.

  ConnectorOAuth

• delete_standalone_statusA

  mFlowA

  Delete a custom status. Fails if tasks use it unless reassignToStatusId is given, and the last remaining status on a project can never be deleted.

  Connector

  Destructive

  OAuth

• reorder_standalone_statusesA

  mFlowA

  Reorder a project's status columns. statusIds must be the complete, existing set of status ids in the new order — this replaces the whole order, it does not move a single status relative to the others.

  ConnectorOAuth

• get_standalone_taskA

  mFlowA

  Get a single standalone task by internal id. Use get_standalone_task_by_key instead if you only have the human-readable key (e.g. "MF-12").

  ConnectorOAuth

• get_standalone_task_by_keyA

  mFlowA

  Get a single standalone task by its readable key (e.g. "WR-12"). Use get_standalone_task instead if you already have the internal id.

  ConnectorOAuth