@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
- Sign up at agentled.app
- Open Workspace Settings > Developer
- 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 (paginated via nextToken) |
get_execution |
Get execution details with step results |
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 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 |
Branding (Whitelabel)
| Tool | Description |
|---|---|
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 |
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. Configure branding directly from the MCP server:
"Set my workspace branding: displayName 'Acme AI', primaryColor '#6366f1', tagline 'Powered by Acme'"
Use get_branding and update_branding to manage displayName, logo, colors, favicon, tagline, and badge visibility. Client portal appearance updates instantly.
Works With
- Claude Code (Anthropic)
- Codex (OpenAI)
- Cursor
- Windsurf
- Any MCP-compatible client
Links
Building from Source
git clone https://github.com/Agentled/mcp-server.git
cd mcp-server
npm install
npm run build
License
MIT
