mcp-server
MCP serverDocs & knowledgeIntelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits.
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Tools it gives your agents (176)
| Tool | What it does |
|---|---|
| list_workflows | List all workflows in the workspace. Returns compact workflow summaries plus small metadataSummary fields (analytics, workflowGraph, revision, imports, builder preflight state). |
| get_workflow | Get full details of a workflow including all steps, context, metadata, and configuration. Also returns hasDraftSnapshot (boolean) and draftSnapshot summary if a draft exists for a live... |
| get_workflow_credits | Get ledger-derived, period-labelled credit usage for a single workflow. Defaults to period=rolling-30-days. Set includeCostDrivers=true for bounded step/model/app cost drivers. |
| create_workflow | Create a new workflow. ## KG-First — before you write any prompt content If the workflow you're building contains workspace-specific content (investment thesis, ICP criteria, scoring rubrics... |
| update_workflow | Update an existing workflow. ## Recommended flow for agent-driven edits For editing an existing workflow step-by-step, prefer the per-step tools — they catch errors incrementally and avoid the... |
| add_step | Add a new step to a workflow. **This is the recommended path for agent-authored workflows** — call `create_workflow({ name, goal })` first, then `add_step` one step at a time, then... |
| move_step | Move a step to a new position in the workflow's steps array. Provide exactly one target: - `insertAfter`: place the step immediately after the given step ID. - `position: "first"`: place the step... |
| remove_step | Remove a step from a workflow with optional next-pointer rewiring. When rewireNext is true (default): steps that pointed to the removed step are rewired to the removed step's next target. |
| update_step | Update a single step by ID. Low-level merge primitive — prefer surgical tools for common single-path edits: - `replace_step_dictionary` — merge keys into `fieldUpdates` / `responseStructure` /... |
| get_step | Read a single step from a workflow by step ID. Cheap alternative to `get_workflow` (typically ~1KB vs 50-200KB for a full workflow). This returns the configured step definition only. |
| replace_step_dictionary | Preferred for dictionary-shaped step fields where keys are user data. Merges the provided object keys into the existing dictionary at `path` without dropping sibling keys. |
| replace_step_path | Set one nested step path to `value` while preserving sibling fields. Preferred for nested config edits such as `renderer.config.layout` where a naive `update_step` patch would wipe sibling config... |
| unset_step_path | Delete one step path. Thin wrapper around `update_step({ unset: [path] })`. Use for removing a stale input, config key, or leftover type-specific field after a shape change. |
| append_step_array_item | Append one item to a step array path without accidentally replacing the whole array with a single-element list. Preferred for `tools`, `integrations`, and similar arrays. |
| remove_step_array_item | Remove one item from a step array path by `index` or exact `match` value. Provide exactly one of `index` or `match`. |
| update_workflow_context | Surgical edit of `workflow.context` (and `workflow.metadata`) — the workflow-level analog of `update_step`. |
| delete_workflow | Permanently delete a workflow by ID. This cannot be undone. **Two-phase flow (required):** 1. Call with just `workflowId` to get a deletion preview. |
| validate_workflow | Validate a workflow's pipeline definition. Returns structured errors per step. Use this after creating or updating a workflow to check for: - Missing step connections (broken next.stepId... |
| list_snapshots | List config snapshots for a workflow, paginated across all pages (cap 500). Snapshots are automatically captured before every external API update, allowing you to restore a previous configuration. |
| get_snapshot_content | Read the full content of a config snapshot WITHOUT restoring it. Returns the captured `steps`, `context`, `name`, `description`, `goal`, `style`, and `analyticsConfig` under a `config` field, plus... |
| restore_snapshot | Restore a workflow to a previous config snapshot. Use list_snapshots first to find the snapshot ID. |
| create_snapshot | Create a manual config snapshot of a workflow's current state. Use this to save a checkpoint before making changes, so you can restore later if needed. Enforces plan-based limits (Pro=2, Teams=10... |
| delete_snapshot | Delete a specific config snapshot. Use list_snapshots to find snapshot IDs. Useful for freeing up space when the snapshot limit is reached. Requires write access when connected with OAuth. |
| get_draft | Get the draft snapshot for a live workflow. When you update a live workflow, changes go to a draft instead of modifying the live pipeline. Use this to inspect the current draft state. |
| promote_draft | Promote the draft snapshot to live. This overwrites the live pipeline config with the draft contents, then deletes the draft snapshot. |
| discard_draft | Discard the draft snapshot for a live workflow. The live pipeline config stays unchanged. |
| publish_workflow | Change the status of a workflow (publish, pause, or archive). Valid transitions: created/draft -> live, live -> paused, paused -> live, any -> archived. Use "live" to publish a draft workflow so it... |
| export_workflow | Export a workflow as portable JSON for cross-environment transfer. Returns a self-contained WorkflowExport object with all steps, context, metadata, and pages. Workspace-specific identifiers... |
| import_workflow | Import a workflow from an export JSON into this workspace. Accepts the full WorkflowExport object (from export_workflow) and creates a new workflow with fresh IDs. Associated pages are recreated. |
| preview_n8n_import | Preview a deterministic n8n import from JSON. Returns: - normalized import hash and IR - mapped step graph - unsupported nodes + remediation - warnings/risks - draft workflow build contract and... |
| import_n8n_workflow | Create a new Agentled workflow from an n8n JSON import. Behavior: - runs deterministic import preview - creates workflow in preflight draft mode - stores imported contract for review/approval -... |
| get_step_schema | Get allowed fields and minimal JSON examples for pipeline steps. Unknown fields are automatically stripped on save — only fields listed here are persisted. ## Params - `stepType` (optional)... |
| start_workflow | Start a workflow execution. Optionally provide input data that maps to the workflow's input page fields. For example, if the workflow expects "company_url", pass: { input: { company_url... |
| list_executions | List recent executions for a workflow. Returns execution id, pipelineExecutionInputId, status, timestamps. |
| get_execution | Get full execution details including results from each completed step. The executionContent field maps stepId -> step output data. Use this to inspect what a workflow produced, debug failures, or... |
| list_timelines | List timelines (step execution records) for a specific execution. Each timeline represents a step that ran, with its status, output, and metadata. |
| get_timeline | Get a single timeline (step execution record) by ID. Returns the full timeline including eventContent (step output), status, metadata, and context. |
| get_workflow_analytics | Get aggregated workflow analytics from persisted snapshots. Use type="business" to retrieve business metrics configured in analyticsConfig, including trackingEvent metrics such as opened/clicked... |
| list_tracking_events | List raw tracking events for a workflow, such as email sent/opened/clicked events. Supports filtering by eventType, executionId, timelineId, channel, and createdAt range. |
| stop_execution | Stop an active workflow execution. Works on executions with status "running", "pending", or "started"; requires a human-readable reason persisted in execution metadata. Requires write access when... |
| delete_execution | Delete a stopped workflow execution and its related timeline/chat records. EXCEPTION-ONLY admin maintenance tool. Requires an API key with admin:patch scope. Required operator flow: 1. |
| read_step_output | Read the full output from a previous workflow step. Use this tool when a step output was deferred as a tool reference in a prompt — you will see a block like: [Tool Reference: stepName] Size... |
| rerun | Rerun or retry any step in a workflow execution. Pass the timelineId — the backend derives everything else (workflowId, executionId, stepId) automatically from the timeline record. Works for both... |
| retry_execution | [Deprecated — use rerun instead] Retry a failed step in a workflow execution. If no timelineId is provided, the most recent failed timeline is automatically detected and retried. |
| rerun_step | [Deprecated — use rerun instead] Rerun a specific step in a workflow execution, regardless of step status (pending, completed, failed, skipped). Works on any step and uses the current live pipeline... |
| patch_timeline_fields | Surgically edit a timeline's eventSummary, pending approval eventContent, or metadata fields without rerunning the upstream step. |
| patch_execution_fields | Surgically edit a PipelineExecution's metadata, currentStepId, or status without re-running the workflow. EXCEPTION-ONLY tool. |
| list_apps | List available apps/integrations in Agentled. Returns app names, descriptions, and action summaries. Use this to discover what integrations are available before building a workflow. Common apps... |
| list_connections | List all connected integrations for the workspace. Returns a unified list of connections from all sources: - OAuth connections (via Composio) - API key connections (e.g., Hunter, Affinity CRM) with... |
| verify_app_connection | Verify whether a native OAuth connection is currently usable without executing an app action. Returns only a provider-neutral state, safe account label, and checkedAt timestamp. |
| get_app_actions | Get detailed action schemas for a specific app. Returns input parameters, output fields, and credit costs. Use this to understand exactly what inputs an action needs when building workflow steps. |
| test_app_action | Test an app action in isolation without creating a workflow or execution. Pass the appId and actionId (from list_apps / get_app_actions) plus input data to run the action directly and see results... |
| test_ai_action | Test an AI prompt in isolation without creating a workflow or execution. Pass a prompt template with {{variable}} syntax and variable values to run the AI and see the response. Useful for tuning... |
| test_code_action | Test a code step in isolation without creating a workflow or execution. Pass JavaScript code with optional {{variable}} template syntax and variable values to execute in the same sandboxed vm... |
| get_workspace | Get workspace company info, current authenticated user, team visibility, and knowledge schema overview. Returns currentUser for the API key owner, company details, active team members when... |
| get_workspace_company_profile | Get the workspace company profile and company knowledge text. Returns the company record used for workspace setup plus markdown from knowledge keys company.profile and company.products. Use this... |
| update_workspace_company_profile | Update top-level workspace company profile fields. Use this for company identity and summary information such as name, industry, size, logo, website URLs, and company description. Products and... |
| update_workspace_executive_summary | Write the workspace-wide executive summary shown on the Workspace Assistant card. Uses the same summary signature as cluster executive summaries: body, optional bullets, and optional author. The API... |
| list_pinned_outputs | List output pages currently pinned to the workspace home/sidebar. Pinned outputs are workspace-level shortcuts to workflow output pages, stored on Workspace.metadata.pinnedOutputs. Use this before... |
| set_output_page_pin | Pin or unpin a workflow output page on the workspace home/sidebar. The API validates that the workflow belongs to this workspace and that the output page pathname exists on the workflow. Pin... |
Signals
- GitHub stars
- 3
- Last commit
- Aug 2026
- Tools captured
- 176