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650,565 tools. Updated 2026-10-14 13:55

"Task tracking tools for enabling LLMs to accomplish complex tasks" matching MCP tools:

  • Browse tasks on the marketplace. Defaults to open (``posted``) tasks. Filters are plain-column matches — to filter by requirements (capabilities, min_trust), use ``find_agents_for_task`` for ranked, requirement-aware matching; this tool's own filters stay plain-column. Args: access_token: AgentAuth bearer token (requires ``market.read``). status: Task status to filter on. Defaults to ``"posted"`` (open tasks). Pass any valid status to see tasks in other states. task_type: Optional exact-match task type filter. limit: Maximum results, 1-100. Default 20. Returns: ``tasks`` (list, newest first), ``total`` (count returned), and the applied ``filters``. ``{"error_code": "invalid_input", ...}`` listing the valid values if ``status`` is not a real task status.
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  • Quick scan for a PENDING task. Returns the task directly if one is available, or None if no task is ready within the timeout. Default timeout is 5s (non-blocking). The agent should NOT loop on this — tasks arrive via relay push. This is a fallback for when the agent wants to check for tasks without waiting for a relay. No args needed — the role is auto-detected from posture (.brain/posture/current.json) or NUCLEUS_AGENT_ROLES env var.
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  • Publish a task to make it visible to operators. Works for both settlementMode='escrow' and 'direct' tasks. The task must be in Draft or Funded status. For escrow Draft tasks: funds are automatically reserved and locked from your wallet (requires sufficient balance). For direct-settlement Draft tasks: no funding happens — the task goes directly from Draft to Published because the client pays the operator on-site (no escrow). This is the intended shortcut for direct-settlement. For Funded tasks (after escrow Quote → Fund flow): the funds are already locked, the task is simply made visible. After publishing, operators can accept the task. Requires authentication. Next: wait for task.accepted via get_task_events or webhook.
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  • Choose whether this board is a freeform whiteboard ('draw', the default) or a kanban task board ('todo'). Mode is switchable WHENEVER the board is empty of real content: drawings (text/strokes/images) and tasks. Empty or seeded columns DON'T count (switching to 'draw' clears them), so a cleared board can be switched again, and you can flip draw<->todo freely until the first stroke/text/image or task lands. Setting 'todo' auto-seeds three starter columns (To do / In progress / Done). Returns `{ mode, columns }`. Use the task/column tools (`create_task`, `create_column`, …) once the board is in 'todo' mode.
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    Destructive
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  • Find the best MCP tools for a given task. Describe what you want to accomplish (e.g. 'manage github issues', 'send slack messages', 'query a database') and get ranked results — each result is one (product, tool) pair, since same-named tools across providers are NOT interchangeable. By default only shows tools available via remote (network-hosted) servers. Audience: agent builders looking for installable MCP tools — for B2B SaaS recommendations, prefer products.search or products.find_by_capability. Ranking basis: relevance score desc (+1 per term hit, +3 for full-phrase hit); within an equal relevance tier, callable-now (Open access) + remote + healthy tools are boosted ahead — never a hard filter (a product-bound tool stays in its own money query), then productName. Paid tier is NOT a ranking input — it appears only as an annotation. Every result carries { position (1-based), rank (0..1; 1.0 = top, scales linearly down by ordinal position) } plus preflight annotations { accessModel (open|keyed|account|commercial), healthScore (0-100, nullable), readOnly, destructive, callableNow (true = usable anonymously right now), setup (one-line 'how to get access' pointer for non-Open tools) }. Response: { task, matchType (none|exactSlug|canonicalSlug|nlpFallback), resolvedCapabilities[], capabilityProducts[] (B2B SaaS products that claim the same capability — empty when matchType=none), results[] (MCP-tool-level matches), buckets { callableNow, requiresSetup } }. Each result: { position, rank, normalizedName, displayName, description, inputSchema, relevance, accessModel, healthScore, readOnly, destructive, callableNow, setup, productSlug, productName, serverQualifiedName, isRemoteCapable, tier, unverified, verifiedAt }. Empty case: { task, matchType, message, suggestedQueries[], suggestedCapabilities[] }.
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  • Find the best MCP tools for a given task. Describe what you want to accomplish (e.g. 'manage github issues', 'send slack messages', 'query a database') and get ranked results — each result is one (product, tool) pair, since same-named tools across providers are NOT interchangeable. By default only shows tools available via remote (network-hosted) servers. Audience: agent builders looking for installable MCP tools — for B2B SaaS recommendations, prefer products.search or products.find_by_capability. Ranking basis: relevance score desc (+1 per term hit, +3 for full-phrase hit); within an equal relevance tier, callable-now (Open access) + remote + healthy tools are boosted ahead — never a hard filter (a product-bound tool stays in its own money query), then productName. Paid tier is NOT a ranking input — it appears only as an annotation. Every result carries { position (1-based), rank (0..1; 1.0 = top, scales linearly down by ordinal position) } plus preflight annotations { accessModel (open|keyed|account|commercial), healthScore (0-100, nullable), readOnly, destructive, callableNow (true = usable anonymously right now), setup (one-line 'how to get access' pointer for non-Open tools) }. Response: { task, matchType (none|exactSlug|canonicalSlug|nlpFallback), resolvedCapabilities[], capabilityProducts[] (B2B SaaS products that claim the same capability — empty when matchType=none), results[] (MCP-tool-level matches), buckets { callableNow, requiresSetup } }. Each result: { position, rank, normalizedName, displayName, description, inputSchema, relevance, accessModel, healthScore, readOnly, destructive, callableNow, setup, productSlug, productName, serverQualifiedName, isRemoteCapable, tier, unverified, verifiedAt }. Empty case: { task, matchType, message, suggestedQueries[], suggestedCapabilities[] }.
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Matching MCP Servers

  • A
    license
    A
    quality
    D
    maintenance
    Provides task and project management tools for AI agents, including todo list management, prioritization frameworks like Eisenhower Matrix and RICE scoring, time estimation using PERT, daily standup generation, and sprint burndown calculation.
    5
    32 npm
    MIT

Matching MCP Connectors

  • List tasks in the workspace, most recently updated first. Completed tasks are ordered by completion time, newest first. Filter by view (inbox, today, upcoming, anytime, someday, logbook, trash) and/or state (open, done, archived, all); `search` ranks matches within that filter. `view: "logbook"` reads completed tasks and `view: "trash"` archived ones, whatever `state` says. Returns up to `limit` tasks; `hasMore` is true when more matched than were returned, and passing `nextCursor` back as `cursor` reads the next page. To find a task by its words across every view use search instead, and task_show for one task's checklist, comments and files.
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  • List tasks in the workspace, most recently updated first. Completed tasks are ordered by completion time, newest first. Filter by view (inbox, today, upcoming, anytime, someday, logbook, trash) and/or state (open, done, archived, all); `search` ranks matches within that filter. `view: "logbook"` reads completed tasks and `view: "trash"` archived ones, whatever `state` says. Returns up to `limit` tasks; `hasMore` is true when more matched than were returned, and passing `nextCursor` back as `cursor` reads the next page. To find a task by its words across every view use search instead, and task_show for one task's checklist, comments and files.
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  • Collaborative task list shared by the AI agent and the human reviewer; each task has an assignee baton ("human" or "agent"). RUN FIRST, EVERY SESSION: tasks(operation="list") returns open tasks assigned to the agent — approved categorize tasks in stage "record" (record each with effectiveCategory VERBATIM; the reviewer's decisions are final) plus custom tasks a human delegated. AFTER EVERY QB WRITE for a task: complete with taskNumber + qbTransactionId, or it is re-processed on the next bank-feed cycle. ESCALATE what you are not sure of with create (when: the decide step of getGuide(guideType:"transaction_recording")); a capitalization candidate above the agentMemory policy threshold (default $5,000) always goes to the reviewer. get reads the thread (the reviewer's answers); comment replies; handoff flips the baton; dismiss closes a task that is not actionable. THINGS THAT ARE NOT WHAT THEY LOOK LIKE: (1) A FULL PAGE IS NOT THE WHOLE QUEUE — when list says INCOMPLETE, finish and complete these, then list again. (2) A suggestion is not a decision: record ONLY when effectiveCategory is non-null, which only a human can grant. (3) complete on a bank-linked task writes a PERMANENT recorded marker; no tool clears it, so a wrong qbTransactionId retires work that was never recorded. (4) Dismissing a bank-linked task EXCLUDES its bank transaction (the line stops counting as open work everywhere; bankFeed(action="restore") undoes it) — dismiss means "decided not to record", not "later". To exclude a line that has no task, use bankFeed(action="exclude") directly; never create a task only to dismiss it. ERRORS: getGuide(guideType:"error_recovery", tool:"tasks").
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  • Real-time web search via Tavily for current events, fact-checking, and research. Use search_depth='advanced' for complex queries (higher quality, higher cost) and topic='news' or 'finance' for headlines or market information. Use when: Choose when the task needs current, external, or factual information not available from on-chain or local data — e.g. news, prices, documentation, or fact-checking. Limitations: Returns web snippets, not raw page bodies; results depend on Tavily coverage. Advanced depth costs more. Not a substitute for on-chain tools like get_token_price. Alternatives: get_token_price, http_fetch
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  • ESCROW FLOW ONLY. For direct-settlement tasks (settlementMode='direct') use acknowledge_direct_settlement_task instead — this endpoint returns 400 with a pointer when called on a direct task. Approve a completed task after reviewing the proof. Triggers payout to the operator. The task must be in UnderReview status AND settlementMode='escrow'. Funds move from locked to earned. Requires authentication.
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  • Find LIVE tools that can accomplish a task you describe in plain language — call this when you do NOT yet know which tool to use. Unlike find_alternatives / find_related_tools (which need a tool id you already have), this takes a free-text capability query (e.g. 'send a slack message', 'convert currency', 'search arxiv papers') and returns ready-to-use tool ids ranked by semantic similarity, filtered to tools that are live right now — each result carries the tool's advertised input schema, its actual connection endpoint (the MCP endpoint URL, or the package to launch for stdio servers), and whether it is FREE or PAID with the price + how to pay — so you can invoke it immediately without a second lookup or an MCP-registry search (on-demand / MCP-Zero style tool discovery). The discovery entry point at the start of a new task.
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  • Delete a task from a draft UT. Irreversible — the task and its fields are gone for good, so double-check the taskId (from get_ut) before calling. Only works on tasks of PREPARING drafts.
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    Destructive
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  • Create a Gantt chart from a task list — no account or API key needed. YOU author the plan: list the tasks in execution order with realistic working-day durations and dependencies (0-based positions of earlier tasks; use { task, type, lag } for start-to-start/finish-to-finish links or lag). Milestones have duration 0. Only add a dependency where a task truly needs another one finished - independent tasks should run in PARALLEL (share a predecessor, or take no dependencies at all and start at the project start). Group tasks into top-level phases for a structured plan/WBS: the phase task gets isPhase: true, its tasks get parent = the position of the phase. LoopGantt schedules it with its critical-path engine and returns a picture of the chart, the dates, the critical path and a link where the user can view, export (PNG/PDF) and save the chart. Always show the user the link. Tasks with a due date take deadline: YYYY-MM-DD (a marker - the reply reports the fit). Use create_gantt when the user wants a chart to open, export or save; use schedule_project instead for what-if date math where nothing should be stored.
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  • Find real ShellOps CLI benchmark tasks by case-insensitive literal substring in the complete instruction, task ID or published task type. Empty query lists all tasks. Select partition 'all', 'shellops' or 'shellops_pro'; select published split 'all', 'train_src', 'train' or 'test'. Results are ordered by partition then task ID, with explicit pagination and no relevance scoring. The train subset is not double-counted.
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  • 🟢 READ-ONLY — runs immediately, changes nothing. Cost: free (not counted against tasks). Returns the user's plan, tasks used vs limit for the current period, when it resets, ad accounts used this billing period vs the plan limit, and a link to the plans. Use when: a tool returned quota_exceeded or account_limit, or the user asks how many tasks or accounts they have left. Free; reads Adako's database only. A "task" is one billable tool call. System tools and resolvers are free. An ad account used this period keeps its place on the plan after it is switched off.
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  • Use to turn on a built-in app for this workspace: magpie for bookkeeping, martin for CRM. It initializes the app in the workspace store and adds its tools (prefixed magpie_ or martin_) for every agent on the workspace. Enabling an app that is already on is safe. Some clients only pick up new tools after reconnecting. To turn the app off again, call disable_app.
    ConnectorOAuth
  • Real-time web search via Tavily for current events, fact-checking, and research. Use search_depth='advanced' for complex queries (higher quality, higher cost) and topic='news' or 'finance' for headlines or market information. Use when: Choose when the task needs current, external, or factual information not available from on-chain or local data — e.g. news, prices, documentation, or fact-checking. Limitations: Returns web snippets, not raw page bodies; results depend on Tavily coverage. Advanced depth costs more. Not a substitute for on-chain tools like get_token_price. Alternatives: get_token_price, http_fetch
    ConnectorNo auth
  • Complete an ORDINARY task on behalf of a worker. Inserts a completion record and timer event. Use this to simulate or record task completions via the API. Coordination-cycle tasks (a CODE:/REVIEW: build or review, a Decision / Question / Integrate / Parked card on a project Decisions list — tasks that carry `coord`) are refused with 403 for every key tier: builds and reviews are completed by their runner, decisions only by the human on the worker page.
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  • ESCROW FLOW ONLY. Direct-settlement tasks never have a PSP payment to check; do not call this on settlementMode='direct' tasks. Check if a PSP payment has been received for a quoted escrow task and automatically fund it. Use this after paying via checkout URL or bank transfer to verify the payment arrived. Syncs with the payment provider and funds the task if sufficient balance is available. Requires authentication.
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  • List available categories of physical-world tasks. Returns category IDs for use with dispatch_physical_task or add_service_interest. Any real-world task can be dispatched even without a category. No authentication required. Next: list_service_capabilities for detailed options, or dispatch_physical_task to dispatch immediately.
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