@agentled/mcp-server

Intelligent AI workflow orchestration with long-term memory, 100+ integrations, unified credits — from Claude, Codex, or any MCP client.

What is Agentled?

Agentled is an AI-native workflow automation platform with persistent business memory. 100+ integrations (30 native + Composio), a Knowledge Graph that learns across executions, and a unified credit system replacing 100+ separate API accounts. This MCP server lets you create, manage, and execute workflows from Claude, Codex, Cursor, Windsurf, or any MCP-compatible client.

Why Agentled MCP?

One API Key. One Credit System. 100+ Services.

No need to sign up for LinkedIn APIs, email services, web scrapers, video generators, or AI models separately. Agentled handles all integrations through a single credit system.

Capability	Credits	Without Agentled
LinkedIn company enrichment	50	LinkedIn API ($99/mo+)
Email finding & verification	5	Hunter.io ($49/mo)
AI analysis (Claude/GPT/Gemini)	10-30	Multiple API keys + billing
Web scraping	3-10	Apify account ($49/mo+)
Image generation	30	DALL-E/Midjourney subscription
Video generation (8s scene)	300	RunwayML ($15/mo+)
Text-to-speech	60	ElevenLabs ($22/mo+)
Knowledge Graph storage	1-2	Custom infrastructure
CRM sync (Affinity, HubSpot)	5-10	CRM API + middleware

Intelligent Orchestration

Unlike trigger-action tools, Agentled workflows have AI reasoning at every step. Multi-model support (Claude, GPT-4, Gemini, Mistral, DeepSeek, Moonshot), adaptive execution, and human-in-the-loop approval gates when needed.

Long-Term Memory via Knowledge Graph

Every workflow execution builds your business knowledge base. Query past insights in future workflows. Feedback loops that improve matching, scoring, and decisions over time.

Workflow 1: Research 100 companies → Store insights in KG
Workflow 2: "Find companies similar to our best customers" → KG already knows
Workflow 3: Score new leads → Uses feedback from all previous workflows

Quick Start

claude mcp add agentled \
  -e AGENTLED_API_KEY=wsk_... \
  -e AGENTLED_URL=https://www.agentled.app \
  -- npx -y @agentled/mcp-server

Getting your API key

1. Sign up at agentled.app
2. Open Workspace Settings > Developer
3. Generate a new API key (starts with wsk_)

Environment variables

Variable	Required	Description
AGENTLED_API_KEY	Yes	Workspace API key (wsk_...)
AGENTLED_URL	No	API base URL (default: https://www.agentled.app)

What Can You Build?

Lead Enrichment & Sales Automation

Find prospects on LinkedIn, enrich data, score by ICP fit, personalized outreach at scale, CRM sync with scoring history. The entire sales dev workflow in one prompt.

"Create a workflow that takes a LinkedIn company URL, enriches the company data,
finds decision-maker emails, scores them by ICP fit, and saves results to a knowledge list"

Content & Media Production

Generate videos, images, voiceovers, AI-written articles and social posts, multi-channel publishing. From idea to published across all channels in one workflow.

"Build a workflow that scrapes a competitor's blog, generates a better article
with AI, creates a thumbnail image, and drafts posts for LinkedIn and Twitter"

Company Research & Intelligence

Website analysis, competitor research, investment memo generation, market analysis with AI reasoning. Results stored in KG for future queries. Your AI research team that remembers everything.

"Create a workflow that researches a company from its URL, analyzes their
market position, team, and funding, then generates a structured investment memo"

Built-in Capabilities

Media Production: Video generation, image generation, text-to-speech, auto-captions, media assembly

AI Intelligence: Multi-model AI (Claude, GPT-4, Gemini, Mistral, DeepSeek, Moonshot, xAI), Knowledge Graph, feedback loops, scoring & analytics

Data & Integration: LinkedIn (search, enrich, post), email (send, personalize), web scraping, social publishing, CRM sync, document analysis, OCR

Available Tools

Workflows

Tool	Description
list_workflows	List all workflows in the workspace
get_workflow	Get full workflow definition by ID
create_workflow	Create a new workflow from pipeline JSON
update_workflow	Update an existing workflow
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

Drafts & Snapshots

Tool	Description
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
list_snapshots	List version snapshots for a workflow
restore_snapshot	Restore a workflow to a previous snapshot

Executions

Tool	Description
start_workflow	Start a workflow execution with input
list_executions	List executions for a workflow
get_execution	Get execution details with step results
list_timelines	List step execution records (timelines) for an execution
get_timeline	Get a single timeline by ID with full step output
stop_execution	Stop a running execution
retry_execution	Retry a failed execution

Apps & Testing

Tool	Description
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

Knowledge & Data

Tool	Description
get_workspace	Get workspace info and settings
list_knowledge_lists	List knowledge lists in the workspace
get_knowledge_rows	Get rows from a knowledge list
get_knowledge_text	Get text content from a knowledge entry
query_kg_edges	Query knowledge graph edges
get_scoring_history	Get scoring history for an entity

Conversational Agent

Tool	Description
chat	Send a message to the AgentLed AI agent. Build workflows through natural language — no JSON required. Supports multi-turn conversations via session_id.

Coming from n8n?

Import existing n8n workflows and make them AI-native:

Tool	Description
preview_n8n_import	Preview an n8n workflow import (dry run)
import_n8n_workflow	Import an n8n workflow into Agentled

For Agencies: White-Label Ready

Build workflows once, deploy to multiple clients under your own brand. Custom domain, your logo and colors, client workspace separation, billing management.

Works With

• Claude Code (Anthropic)
• Codex (OpenAI)
• Cursor
• Windsurf
• Any MCP-compatible client

Links

• Agentled Platform
• npm Package
• GitHub
• Report Issues

Building from Source

git clone https://github.com/Agentled/mcp-server.git
cd mcp-server
npm install
npm run build

License

MIT