{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-taskade","slug":"taskade","name":"Taskade","type":"mcp","url":"https://github.com/taskade/mcp","page_url":"https://unfragile.ai/taskade","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-taskade__cap_0","uri":"capability://tool.use.integration.real.time.task.synchronization.via.mcp.protocol","name":"real-time task synchronization via mcp protocol","description":"Implements the Model Context Protocol (MCP) to establish bidirectional communication with the Taskade platform, enabling real-time synchronization of task state, updates, and changes. Uses MCP's resource and tool abstractions to expose Taskade's task management API as standardized endpoints that LLM clients can invoke without custom integration code. Maintains persistent connections to stream task mutations and project state changes to connected AI agents.","intents":["Connect an AI agent to live Taskade tasks without building custom API clients","Keep task state synchronized across multiple AI tools and workflows","Enable LLMs to read and react to real-time task updates in a workspace"],"best_for":["Teams building AI agents that need live access to task management systems","Developers integrating Taskade into multi-tool AI workflows","Organizations standardizing on MCP for LLM-to-platform communication"],"limitations":["MCP connection requires active network; no offline task queuing or local caching","Latency depends on Taskade platform availability and network conditions","No built-in conflict resolution for concurrent task mutations from multiple agents"],"requires":["MCP client implementation (e.g., Claude Desktop, Anthropic SDK with MCP support)","Taskade account with API credentials or OAuth token","Network connectivity to Taskade platform"],"input_types":["MCP resource requests (task IDs, project IDs)","MCP tool invocations with task mutation payloads"],"output_types":["JSON-structured task objects with metadata","Real-time event streams for task state changes","Mutation confirmations and error responses"],"categories":["tool-use-integration","mcp-protocol"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-taskade__cap_1","uri":"capability://tool.use.integration.task.and.project.crud.operations.through.mcp.tools","name":"task and project crud operations through mcp tools","description":"Exposes Taskade's create, read, update, delete operations as MCP tool definitions with JSON schema validation. Each operation (create task, update project, delete workflow) is registered as a callable tool with input schemas that validate parameters before transmission to Taskade. Implements error handling and response mapping to translate Taskade API responses back into structured tool outputs that LLMs can parse and reason about.","intents":["Create, modify, and delete tasks programmatically from within an AI agent workflow","Update project metadata and task properties based on LLM reasoning","Bulk manage tasks across multiple projects in a single agent execution"],"best_for":["AI agents that need to act on tasks (create subtasks, update status, assign owners)","Workflow automation that bridges Taskade and other tools via LLM orchestration","Teams automating task lifecycle management through natural language commands"],"limitations":["Tool invocations are synchronous; no built-in batching or transaction semantics for multi-step operations","Schema validation happens client-side; server-side validation errors require retry logic in the agent","No rollback mechanism if a multi-step task creation fails partway through"],"requires":["MCP client with tool invocation support","Taskade API credentials with write permissions for the target workspace","JSON schema understanding in the LLM client"],"input_types":["JSON objects matching Taskade task/project schemas","Task IDs, project IDs, and field names for updates"],"output_types":["Created/updated task objects with server-assigned IDs","Confirmation messages with mutation timestamps","Error objects with validation or permission details"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-taskade__cap_2","uri":"capability://memory.knowledge.workspace.and.project.context.retrieval.via.mcp.resources","name":"workspace and project context retrieval via mcp resources","description":"Implements MCP resource endpoints that expose Taskade workspaces, projects, and task hierarchies as queryable resources. Uses MCP's resource URI scheme to allow clients to request specific projects, task lists, or workspace metadata by identifier. Resources are returned as JSON documents that include full task trees, project settings, team members, and workflow definitions, enabling agents to build rich context before executing task operations.","intents":["Retrieve the full structure of a project to understand task dependencies and hierarchy","List all tasks in a workspace to find related items or check for duplicates","Access team member information and task assignments for context-aware automation"],"best_for":["Agents that need to understand project structure before making changes","Context-building phases in multi-step LLM workflows","Teams querying task metadata for reporting or analysis"],"limitations":["Large workspaces may return megabyte-scale JSON; no built-in pagination or filtering at the resource level","Resource URIs are opaque to the LLM; clients must know or discover valid identifiers","No incremental updates; each resource request returns the full snapshot"],"requires":["MCP client with resource request capability","Read permissions on the Taskade workspace","Knowledge of project/workspace IDs or ability to enumerate them"],"input_types":["MCP resource URIs (e.g., taskade://workspace/123, taskade://project/456)"],"output_types":["JSON documents with project metadata, task trees, and team info","Structured task lists with status, assignee, and dependency metadata"],"categories":["memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-taskade__cap_3","uri":"capability://planning.reasoning.ai.agent.orchestration.and.workflow.execution","name":"ai agent orchestration and workflow execution","description":"Provides MCP integration points for Taskade's native AI agents and workflows, allowing agents to invoke other agents, chain operations, and manage workflow state through MCP tool calls. Agents can spawn subtasks, delegate work to other agents, and coordinate multi-step processes by invoking workflow execution tools that Taskade exposes via MCP. Supports passing context and task state between agent invocations.","intents":["Trigger Taskade workflows from an external LLM agent or orchestrator","Chain multiple AI agents together to decompose complex tasks","Delegate subtasks to specialized Taskade agents based on task type or priority"],"best_for":["Teams using Taskade's built-in AI agents who want to integrate them into broader LLM workflows","Multi-agent systems that need task delegation and coordination","Workflows that require both Taskade-native and external LLM reasoning"],"limitations":["Agent invocation is asynchronous; no built-in polling or callback mechanism to wait for agent completion","Context passing between agents is limited to task metadata; no shared memory or state store","Workflow execution logs are stored in Taskade; external agents have limited visibility into agent reasoning"],"requires":["Taskade workspace with AI agents configured","MCP client capable of invoking workflow tools","Proper permissions for the invoking agent to trigger other agents"],"input_types":["Workflow IDs and agent identifiers","Task context and parameters to pass to invoked agents"],"output_types":["Workflow execution IDs and status","Agent execution results and generated task outputs","Execution logs and error messages"],"categories":["planning-reasoning","automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-taskade__cap_4","uri":"capability://automation.workflow.streaming.task.updates.and.event.notifications","name":"streaming task updates and event notifications","description":"Implements MCP's streaming capability to push real-time task mutations, status changes, and workspace events to connected clients. Uses server-sent events or WebSocket-like patterns over MCP to notify agents of task updates without polling. Agents can subscribe to specific projects, task lists, or event types and react to changes as they occur, enabling reactive workflows that respond to external task modifications.","intents":["React to task status changes in real-time (e.g., when a task is marked complete, trigger dependent tasks)","Monitor a project for new tasks or assignments and auto-respond","Build event-driven workflows that trigger on task mutations from other team members"],"best_for":["Real-time task automation and reactive workflows","Teams that need agents to respond immediately to task changes","Multi-agent systems coordinating via task state mutations"],"limitations":["Streaming connections require persistent network; disconnections may lose events if no replay buffer is configured","Event ordering is guaranteed per-task but not globally across the workspace","No built-in filtering at the server; agents receive all subscribed events and must filter client-side"],"requires":["MCP client with streaming/subscription support","Persistent network connection to Taskade MCP server","Event handler logic in the agent to process incoming mutations"],"input_types":["Subscription requests with project/task/event-type filters"],"output_types":["Real-time event objects with task mutations, timestamps, and change deltas","Status update notifications with before/after state"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-taskade__cap_5","uri":"capability://tool.use.integration.multi.workspace.and.cross.project.task.linking","name":"multi-workspace and cross-project task linking","description":"Enables agents to query and link tasks across multiple Taskade workspaces and projects through MCP resource requests. Agents can retrieve task references, create cross-project dependencies, and synchronize state across workspace boundaries. Implements namespace resolution to disambiguate task IDs across workspaces and provides tools to create and manage inter-workspace task relationships.","intents":["Link related tasks across different projects or workspaces in a single operation","Synchronize task status across multiple workspaces (e.g., sync a customer-facing project with an internal tracking project)","Query tasks across workspaces to find duplicates or related work"],"best_for":["Organizations with multiple Taskade workspaces that need centralized task coordination","Teams managing customer-facing and internal projects that must stay in sync","Cross-functional workflows that span multiple workspaces"],"limitations":["Cross-workspace operations require separate API credentials or OAuth tokens for each workspace","No built-in transaction semantics; linking tasks across workspaces is not atomic","Workspace isolation means agents cannot directly query all workspaces; must enumerate workspace IDs explicitly"],"requires":["MCP client with multi-workspace support","API credentials or tokens for each workspace to be accessed","Knowledge of workspace and project identifiers"],"input_types":["Workspace IDs and project IDs for cross-workspace queries","Task references with workspace/project namespacing"],"output_types":["Linked task objects with cross-workspace references","Synchronization status and conflict indicators"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-taskade__cap_6","uri":"capability://memory.knowledge.custom.field.and.metadata.extension.support","name":"custom field and metadata extension support","description":"Exposes Taskade's custom field definitions and metadata schemas through MCP resources, allowing agents to discover and interact with workspace-specific task properties. Agents can read and write custom fields (e.g., priority levels, cost estimates, custom enums) by querying the workspace schema and using CRUD tools that understand custom field types. Supports dynamic schema discovery so agents can adapt to different workspace configurations without hardcoding field names.","intents":["Read and write custom task fields (e.g., priority, cost, custom status) from an agent","Discover available custom fields in a workspace to adapt agent behavior","Validate task data against workspace-specific schemas before creating or updating tasks"],"best_for":["Teams with heavily customized Taskade workspaces using custom fields","Agents that need to adapt to different workspace configurations","Workflows that rely on custom metadata for decision-making"],"limitations":["Custom field schemas are discovered at runtime; no compile-time type safety","Field validation is delegated to Taskade; agents must handle validation errors gracefully","No schema versioning; changes to custom fields may break agent logic if not handled carefully"],"requires":["MCP client with schema introspection capability","Taskade workspace with custom fields configured","Agent logic to handle dynamic field discovery and validation"],"input_types":["Schema discovery requests","Task objects with custom field values"],"output_types":["Custom field schema definitions with types and constraints","Task objects with custom field values populated"],"categories":["memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-taskade__cap_7","uri":"capability://search.retrieval.task.filtering.and.search.via.mcp.query.parameters","name":"task filtering and search via mcp query parameters","description":"Implements query parameter support in MCP resource requests to filter tasks by status, assignee, priority, date range, and custom fields. Agents can construct resource URIs with query parameters (e.g., taskade://tasks?status=open&assignee=user123) to retrieve filtered task lists without fetching and filtering client-side. Supports complex queries combining multiple filters and sorting options.","intents":["Find all open tasks assigned to a specific team member","Query tasks by status, priority, or due date to build context for automation","Search for tasks matching custom field criteria (e.g., all high-priority customer issues)"],"best_for":["Agents that need to find specific tasks without loading entire projects","Workflows that filter tasks based on dynamic criteria","Reporting and analysis that requires querying task subsets"],"limitations":["Query parameter syntax is MCP-server-specific; no standardized query language","Complex queries may be limited by URI length constraints","No full-text search; filtering is limited to structured fields"],"requires":["MCP client that supports query parameters in resource URIs","Knowledge of filterable fields and valid filter values"],"input_types":["MCP resource URIs with query parameters"],"output_types":["Filtered task lists matching query criteria","Pagination tokens for large result sets"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-taskade__cap_8","uri":"capability://planning.reasoning.task.dependency.and.relationship.tracking","name":"task dependency and relationship tracking","description":"Exposes task dependencies and relationships (blocks, is_blocked_by, relates_to, duplicates) as MCP resources. Agents can query task dependencies to understand task prerequisites and blocking relationships. Implements dependency graph as queryable resource, enabling agents to understand task sequencing and identify critical path items.","intents":["Understand task dependencies before starting work to identify blockers","Find all tasks blocked by a specific task to understand impact of task completion","Identify task relationships to avoid duplicate work or understand task clustering"],"best_for":["Agents managing complex project workflows with task dependencies","Teams using task dependencies to track critical path and project timeline","Agents that need to understand task sequencing before scheduling or prioritization"],"limitations":["Dependency graph is read-only through MCP; agents cannot create or modify dependencies (may require separate capability)","Circular dependencies are not automatically detected; agents must handle cycle detection if needed","No built-in critical path analysis; agents must implement their own path-finding algorithms"],"requires":["MCP client with resource query support","Taskade account with task read permissions","Tasks with pre-configured dependencies in Taskade"],"input_types":["Task ID","Dependency type filter (optional)"],"output_types":["Dependency objects (source_task_id, target_task_id, relationship_type)","Dependency graph (adjacency list or edge list format)","Blocking task list for a given task"],"categories":["planning-reasoning","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-taskade__cap_9","uri":"capability://automation.workflow.real.time.task.event.streaming.and.webhooks.via.mcp","name":"real-time task event streaming and webhooks via mcp","description":"Implements MCP subscription mechanism for real-time task events (task created, updated, completed, commented, assigned). Agents can subscribe to task events and receive notifications as they occur, enabling reactive agent behavior. Uses MCP's subscription/notification pattern to push events to connected agents without polling.","intents":["Trigger agent actions when a task is created or updated (e.g., auto-assign, auto-review)","Monitor task completion in real-time to trigger downstream workflows","React to task comments or assignments to keep agents synchronized with team activity"],"best_for":["Reactive agents that need to respond to task changes in real-time","Event-driven workflows where agent actions are triggered by task events","Teams that need real-time synchronization between Taskade and external systems via agents"],"limitations":["Event subscriptions are connection-specific; agents must maintain persistent MCP connection to receive events","Event delivery is best-effort; agents may miss events if connection drops (no built-in event replay)","Event filtering is limited to event type; no fine-grained filtering by task properties or projects"],"requires":["MCP client with subscription/notification support","Persistent network connection to Taskade MCP server","Taskade account with event streaming enabled"],"input_types":["Event type filter (task_created, task_updated, task_completed, etc.)","Optional project or workspace filter"],"output_types":["Event objects (type, task_id, timestamp, actor, changes)","Task data included in event (full task object or delta)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":30,"verified":false,"data_access_risk":"high","permissions":["MCP client implementation (e.g., Claude Desktop, Anthropic SDK with MCP support)","Taskade account with API credentials or OAuth token","Network connectivity to Taskade platform","MCP client with tool invocation support","Taskade API credentials with write permissions for the target workspace","JSON schema understanding in the LLM client","MCP client with resource request capability","Read permissions on the Taskade workspace","Knowledge of project/workspace IDs or ability to enumerate them","Taskade workspace with AI agents configured"],"failure_modes":["MCP connection requires active network; no offline task queuing or local caching","Latency depends on Taskade platform availability and network conditions","No built-in conflict resolution for concurrent task mutations from multiple agents","Tool invocations are synchronous; no built-in batching or transaction semantics for multi-step operations","Schema validation happens client-side; server-side validation errors require retry logic in the agent","No rollback mechanism if a multi-step task creation fails partway through","Large workspaces may return megabyte-scale JSON; no built-in pagination or filtering at the resource level","Resource URIs are opaque to the LLM; clients must know or discover valid identifiers","No incremental updates; each resource request returns the full snapshot","Agent invocation is asynchronous; no built-in polling or callback mechanism to wait for agent completion","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.45,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:04.050Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=taskade","compare_url":"https://unfragile.ai/compare?artifact=taskade"}},"signature":"mSBjblWc+E51A3fEp6BDvfBTkKHQcBKmMiRRitOQKk8j/woLSQV0CId2eDc2Q4YwP00REj/wvC/efNg1Efw/CQ==","signedAt":"2026-06-20T12:19:08.071Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/taskade","artifact":"https://unfragile.ai/taskade","verify":"https://unfragile.ai/api/v1/verify?slug=taskade","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}