The automation engine built for AI agents. Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits.
agentled-mcp is an MCP project maintained in the agentled/mcp-server repository. The maintainer describes its purpose as “The automation engine built for AI agents. Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits”. Read the project documentation for the complete scope.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| enabled | disable without deleting the link. |
| expiresAt | ISO datetime expiry. |
| submissionLimit | maximum accepted submissions. |
| autoShare | when true, the public form status page can show generated |
| shareExpiresInDays | expiry for auto-shared result links. |
| successMessage | custom thank-you message after submission. |
| rolling-30-days | moving 30-day window ending at request time. |
| rolling-7-days | moving 7-day window ending at request time. |
| current | month / month-to-date: UTC calendar month-to-date, not the billing renewal period. |
| previous-month | prior UTC calendar month. |
| all-time | full ledger before the request time; use intentionally because it can scan more rows. |
| list_workflows | List all workflows in the workspace |
| get_workflow | Get full workflow definition by ID, including useCaseContext when linked |
| get_workflow_credits | Workflow-level usage and optional cost drivers, scoped to workflows in the authenticated API key workspace. |
| create_workflow | Create a new workflow from pipeline JSON |
| update_workflow | Update an existing workflow (top-level scalars; for context/metadata prefer update_workflow_context) |
| update_workflow_context | Workflow-level analog of update_step — three explicit verbs (updates / replace / unset) on context. and metadata. paths, returns diff + warnings |
| add_step | Add a step with automatic positioning and next-pointer rewiring |
| update_step | Deep-merge updates into a single step by ID |
| remove_step | Remove a step with automatic next-pointer rewiring |
| delete_workflow | Permanently delete a workflow |
| validate_workflow | Validate pipeline structure, returns errors per step |
| publish_workflow | Change workflow status (draft, live, paused, archived) |
| export_workflow | Export a workflow as portable JSON |
| import_workflow | Import a workflow from exported JSON |
| list_public_form_links | List existing public form links for a workflow |
| create_public_form_link | Create and enable a public form link |
| update_public_form_link | Enable/disable a link or update limits, expiry, auto-share, and thank-you copy. To revoke external access, set enabled: false. |
| stepInputData.fieldUpdates | update_step |
| pipelineStepPrompt.responseStructure | update_step |
| knowledgeSync.fieldMapping | update_step |
| metadata | update_workflow_context |
| get_draft | Get the current draft version of a workflow |
| promote_draft | Promote a draft to the live version |
| discard_draft | Discard the current draft |
| create_snapshot | Create a manual config snapshot |
| delete_snapshot | Delete a specific config snapshot |
| list_snapshots | List version snapshots for a workflow |
| get_snapshot_content | Read a snapshot's full config (steps, context, etc.) without restoring it |
| restore_snapshot | Restore a workflow to a previous snapshot |
| start_workflow | Start a workflow execution with input. Returns executionInputId always and executionId only when the async execution row is already available. Pass useMocks… |
| list_executions | List executions for a workflow (paginated via nextToken), including pipelineExecutionInputId for matching a start result that only returned executionInputId. |
| get_execution | Get execution details with step results. Requires the real executionId, not executionInputId; if needed, call list_executions and match… |
| list_timelines | List step execution records (timelines) for an execution (paginated via nextToken) |
| get_timeline | Get a single timeline by ID with full step output |
| stop_execution | Stop a running execution |
| retry_execution | Retry a failed step — auto-detects the most recent failure if no timeline ID provided |
| rerun | Rerun or retry any step by timelineId — works for failed AND succeeded steps, disambiguates loop iterations |
| list_apps | List available apps and integrations |
| get_app_actions | Get action schemas for an app |
| test_app_action | Test an app action without creating a workflow |
| test_ai_action | Test an AI prompt without creating a workflow |
| test_code_action | Test JavaScript code in the same sandboxed VM as production |
| get_step_schema | Get allowed PipelineStep fields grouped by category |
| get_workspace | Get workspace info, company settings, active team members, pending invitations, and knowledge-list schemas |
| get_workspace_company_profile | Get the editable workspace company profile and company knowledge text |
| update_workspace_company_profile | Update top-level company profile fields like name, URLs, logo, industry, size, and additional information |
| update_workspace_executive_summary | Write the workspace-wide executive summary on the Workspace Assistant card |
| list_pinned_outputs | List output pages pinned to the workspace home/sidebar |
| set_output_page_pin | Pin or unpin a workflow output page on the workspace home/sidebar |
| list_workspace_views | List saved workspace view manifests and source/action guidance |
| create_workspace_view | Create a saved operating-surface manifest over KG, workflows, approvals, agents, routines, actions, output pages, external APIs, or custom sources |
| get_workspace_view | Get one saved workspace view by id or key |
| update_workspace_view | Update a saved workspace view manifest without mutating source data or executing actions |
| archive_workspace_view | Archive a workspace view without deleting linked data |
| list_knowledge_lists | List knowledge lists in the workspace |
| get_knowledge_rows | Get rows from a knowledge list (paginated via nextToken, max 200) |
| get_knowledge_rows_by_ids | Fetch specific rows by ID (max 200) — use after query_kg_edges |
| get_knowledge_text | Get text content from a knowledge entry |
| create_knowledge_list | Create a new knowledge list with a typed schema (idempotent on key collision) |
| update_knowledge_list_schema | Add or remove fields on an existing list schema |
| delete_knowledge_list | Permanently delete a list and all its rows |
| upsert_knowledge_rows | Insert or update rows in a list (max 500/call, per-row error reporting) |
| delete_knowledge_rows | Delete rows by ID |
| upsert_knowledge_text | Create or update a text knowledge entry |
| delete_knowledge_text | Delete a text knowledge entry by key |
| query_kg_edges | Query knowledge graph edges |
| get_scoring_history | Get scoring history for an entity |
| get_workspace_credits | Workspace balance, usage, executions, and recent ledger rows. Optional args: period, includeCostDrivers, includeRecentUsage, limit. |
| get_workspace_credit_cost_drivers | Convenience report with includeCostDrivers=true by default. Returns bounded top workflows, steps, models, and apps. |
| get_branding | Get the workspace's whitelabel branding config (displayName, logo, colors, favicon, badge) |
| update_branding | Update branding — set displayName, logoUrl, tagline, primaryColor, primaryColorDark, faviconUrl, hideBadge |
| list_agents | List agents in the workspace (filter by status: active, paused, draft) |
| get_agent | Get full agent config — instructions, files, workflows, attached routines |
| create_agent | Create an agent. Accepts agentType presets (personal-assistant, competitive-researcher, social-media-marketer, customer-support, content-marketer… |
| update_agent | Partial update — same fields as create_agent; updates.slug renames the agent email slug, moves the AgentEntity id to {slug}@{workspace}, and rebinds… |
| activate_agent | Activate an agent (draft/paused → active). Attached routines begin running on schedule |
| pause_agent | Pause an active agent. Attached routines stop until resumed |
| manage_agent_workflows | Add/remove/set the workflows assigned to an agent without rewriting the full config |
| delete_agent | Permanently delete an agent and all its files |
| chat_with_agent | Send a message to a specific agent. Multi-turn via session_id |
| list_agent_files | List files attached to an agent (knowledge, context, reference docs) |
| get_agent_file | Get the content of a specific agent file |
| upload_agent_file | Upload a file (max 400KB text/markdown) to an agent |
| update_agent_file | Update a file already attached to an agent; use this after get_agent_file for JOURNAL.md, OBJECTIVES.md, and PEOPLE.md edits |
| delete_agent_file | Delete a file from an agent |
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