@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 | | 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 |

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

Building from Source

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

License

MIT

MCP Servers