n8n (AI agent flows)

https://n8n.io/

Open-source workflow automation platform with first-class AI Agent / LangChain / Memory / Tool nodes — fastest-growing workflow tool in the AI era.

Active · Verified 2026-10-27 · fresh as of 2026-10-27 · 23 cited facts, 3 with a third-party source · 1 recorded change · Suggest a correction

At a glance

Tier
T1
Created
2019 vendor fix
Latest release
v2.45.4 (2026-10-26) registry fix
Freshness
2026-10-27 fix
Layer
agent-infra repo fix
Deployment locus
hybrid vendor fix
Platform vs product
platform vendor fix
Maturity
ga third-party fix
SDK languages
rest vendor fix
Protocols
mcp-client, mcp-server vendor fix
Compliance
gdpr, soc3 vendor fix

When to use

Optimised for: searched not found

Anti-fit: searched not found

Pros & cons

Pros

searched not found

Cons

searched not found

Claims & capabilities

$60M Series B 2025 (Highland Europe led) at $270M val.

Technical surface

API surface
searched not found
Backend storage
not applicable — not a memory product
Deployment
Both (self-hosted + managed cloud) — n8n Cloud (Starter/Pro/Enterprise) or self-hosted Community/Business editions
Embedding model
not applicable — not a memory product
Multi-tenancy
searched not found
MCP
yes — built-in instance-level MCP server (Settings, Instance-level MCP) plus MCP Server Trigger node to expose a workflow's tools
A2A
searched not found
OpenTelemetry
searched not found

Similar systems

Other agent frameworks (no first-party memory layer) in the catalog, ranked by inbound references.

  • Model Context Protocol (MCP spec) T1

    Anthropic-introduced open protocol (Nov 2024) for connecting LLMs to data sources and tools. Donated by Anthropic to the Linux Foundation's Agentic AI Foundation (announced 2025-12-09); now governed as Model Context Protocol, a Series of LF Projects, LLC. Supported across Claude, ChatGPT, VS Code, Cursor and many other clients.

  • LangChain (framework) T1

    Dominant Python/JS framework for LLM apps — tool calling, agents, retrievers, runnables. Memory is one component (LangMem cross-listed); the framework itself is the product.

  • Vercel AI SDK T1

    Vercel's TypeScript LLM SDK — streaming, tool calls, structured outputs, agents. Dominant framework for Next.js LLM apps.

  • LlamaIndex (framework) T1

    Data framework for LLM apps — connectors, indices, query engines, agents, workflows. Memory is one of many subsystems (LlamaIndex Memory cross-listed).

  • OpenAI Agents SDK T1

    OpenAI's official Python framework for agents — handoffs, guardrails, tracing built in. Successor to OpenAI Swarm (experimental); officially supported.

  • LangGraph (orchestration) T1

    LangChain's stateful graph runtime for agents — explicit state, persistence, time-travel debugging, human-in-the-loop. Memory is one persistence target (LangGraph Persistence cross-listed).

Sources (22 cited facts, 3 third-party)

Each fact links to the page it came from; the badge says who published it (how to read sources).

What changed

Changes to this record's lifecycle, licence, release, pricing and hosting facts, from the catalog's git history. Subscribe (Atom)

  1. 2026-10-27
    • Latest release first recorded as “v2.45.4 (2026-10-26)” source
    • Pricing first recorded as “Cloud Starter EUR 20/mo and Pro EUR 50/mo (billed annually); Business EUR 667/mo (self-hosted, billed annually); Enterprise custom; Community Edition self-hosted from GitHub” source
    • Deployment first recorded as “Both (self-hosted + managed cloud) — n8n Cloud (Starter/Pro/Enterprise) or self-hosted Community/Business editions” source
    • MCP support first recorded as “yes — built-in instance-level MCP server (Settings, Instance-level MCP) plus MCP Server Trigger node to expose a workflow's tools” source
    #270

Related systems

References (23)

  • Anthropic Claude (foundation models) integrates with — n8n built-in AI cluster node: Anthropic Chat Model node. (verified 2026-10-29)
  • Chroma integrates with — n8n built-in AI cluster node: Chroma Vector Store node. (verified 2026-10-29)
  • Cohere Command R+ / Command A integrates with — n8n built-in AI cluster node: Cohere Chat Model node. (verified 2026-10-29)
  • Cohere Embed integrates with — n8n built-in AI cluster node: Embeddings Cohere node. (verified 2026-10-29)
  • DeepSeek R1 / V3 family integrates with — n8n built-in AI cluster node: DeepSeek Chat Model node. (verified 2026-10-29)
  • Google Gemini 3 family integrates with — n8n built-in AI cluster node: Google Gemini Chat Model node. (verified 2026-10-29)
  • Hugging Face Inference API (Embeddings) integrates with — n8n built-in AI cluster node: Embeddings Hugging Face Inference node. (verified 2026-10-29)
  • LangChain (framework) integrates with — n8n docs: n8n's advanced-AI nodes are its implementation of LangChain. (verified 2026-10-29)
  • Milvus integrates with — n8n built-in AI cluster node: Milvus Vector Store node. (verified 2026-10-29)
  • Mistral Embed integrates with — n8n built-in AI cluster node: Embeddings Mistral Cloud node. (verified 2026-10-29)
  • Mistral Large 2 / Mixtral family integrates with — n8n built-in AI cluster node: Mistral Cloud Chat Model node. (verified 2026-10-29)
  • Model Context Protocol (MCP spec) integrates with — n8n built-in AI cluster node: MCP Client Tool node. (verified 2026-10-29)
  • MongoDB Atlas Vector Search integrates with — n8n built-in AI cluster node: MongoDB Atlas Vector Store node. (verified 2026-10-29)
  • OpenAI Embeddings integrates with — n8n built-in AI cluster node: Embeddings OpenAI node. (verified 2026-10-29)
  • OpenAI GPT family (GPT-5 / GPT-4o / o3 / o4) integrates with — n8n built-in AI cluster node: OpenAI Chat Model node. (verified 2026-10-29)
  • OpenRouter integrates with — n8n built-in AI cluster node: OpenRouter Chat Model node. (verified 2026-10-29)
  • pgvector integrates with — n8n built-in AI cluster node: PGVector Vector Store node. (verified 2026-10-29)
  • Pinecone integrates with — n8n built-in AI cluster node: Pinecone Vector Store node. (verified 2026-10-29)
  • Qdrant integrates with — n8n built-in AI cluster node: Qdrant Vector Store node. (verified 2026-10-29)
  • Supabase Vector integrates with — n8n built-in AI cluster node: Supabase Vector Store node. (verified 2026-10-29)
  • Weaviate integrates with — n8n built-in AI cluster node: Weaviate Vector Store node. (verified 2026-10-29)
  • xAI Grok 4 integrates with — n8n built-in AI cluster node: xAI Grok Chat Model node. (verified 2026-10-29)
  • Zep & Graphiti integrates with — n8n built-in AI cluster node: Zep Vector Store node. (verified 2026-10-29)

Referenced by (17)

  • Browserbase integrates with — Browserbase docs have a n8n (AI agent flows) integration page. (verified 2026-10-29)
  • Comet ML integrates with — Comet's Opik docs have a n8n (AI agent flows) integration page. (verified 2026-10-29)
  • Google Agent Development Kit (ADK) integrates with — ADK integrations catalog has a "n8n MCP tool for ADK" page (Trigger automated workflows, connect apps, and process data). (verified 2026-10-29)
  • Helicone integrates with — Helicone docs have a n8n (AI agent flows) integration page. (verified 2026-10-29)
  • HoneyHive integrates with — HoneyHive integrations docs have a n8n tracing/integration page. (verified 2026-10-29)
  • Langfuse integrates with — Langfuse's integrations directory has a n8n (AI agent flows) integration page. (verified 2026-10-29)
  • LangSmith integrates with — LangSmith docs have a tracing integration page for n8n (AI agent flows). (verified 2026-10-29)
  • Mem0 integrates with — Mem0 docs have a n8n Integration integration page (Add long-term memory to n8n workflows and AI Agents with the Mem0 community node, no code required). (verified 2026-10-29)
  • Milvus integrates with — Milvus's integrations overview lists a Milvus + n8n (AI agent flows) integration tutorial. (verified 2026-10-29)
  • MongoDB Atlas Vector Search integrates with — MongoDB's Atlas AI Integrations page lists n8n (AI agent flows) as an integration (some entries are marked community-maintained). (verified 2026-10-29)
  • Pinecone integrates with — Pinecone's integrations directory has a n8n (AI agent flows) integration page. (verified 2026-10-29)
  • Portkey AI integrates with — Portkey docs have a n8n app/library integration page. (verified 2026-10-29)
  • Pydantic Logfire integrates with — Pydantic Logfire integrations docs have a n8n page. (verified 2026-10-29)
  • Qdrant integrates with — Qdrant's documentation has a n8n (AI agent flows) integration page. (verified 2026-10-29)
  • TrueFoundry AI Gateway integrates with — TrueFoundry AI Gateway ecosystem lists a n8n integration page. (verified 2026-10-29)
  • Vapi integrates with — Vapi docs list n8n (AI agent flows) as a provider/integration. (verified 2026-10-29)
  • Weaviate integrates with — Weaviate's integrations / model-provider docs list n8n (AI agent flows) as an integration. (verified 2026-10-29)