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LangGraph

LangGraph

Open Source(MIT)
Verified
AI-Native
Most customizable

Agent orchestration framework for reliable AI agents

SOC 2 Type II
GDPR
HIPAA
ISO 27001
Public status page
+15
Autonomous
Last updated: Oct 11, 2026
Open Source
Visit Site40.1k
More
langchain.com

Quick Answer

LangGraph is an MIT-licensed open-source library and agent runtime for building reliable AI agents, giving developers low-level primitives instead of a fixed abstraction. It supports human-in-the-loop control, persistent memory across interactions and first-class streaming. Free and open source, with LangSmith available as the paid agent-engineering platform for debugging and deployment.

About LangGraph

LangGraph is an MIT-licensed open-source library from LangChain for building stateful, multi-actor AI agents. It gives developers low-level primitives to build expressive, customizable agent workflows, with memory, human-in-the-loop checks and first-class streaming. It pairs with LangSmith for tracing, debugging and deployment.

AI-extracted from public sources. May contain errors. Methodology · Report an error
What Makes LangGraph Unique

LangGraph gives developers low-level primitives for expressive, customizable agent workflows, with easy-to-add human-in-the-loop checks to steer and approve agent actions, and it is designed with streaming workflows in mind without adding overhead to your code.

Decision Intelligence

Best For

Developers building AI agents who need low-level control
Engineering teams building stateful, multi-actor LLM applications
Developers who need human-in-the-loop moderation and control over an agent's execution
Teams needing to debug and monitor agent runs with detailed step-by-step tracing
Teams pairing the open-source library with LangSmith for debugging and deployment
Pricing Overview

Type

Open Source

Starting Price

$0/mo

Free Trial

No

Credit Card

Not Required

Free Plan

Yes

Dimension Scores

· 6.9 avg

How good it is, across universal quality axes

Ease of Use3/10
Customization10/10
Support10/10
Integration4/10
Compliance & Data Protection8/10
Performance5/10
Planning Quality8/10
AI-analyzed from product data·High confidenceHow we score

Task Scores

· 7.6 avg

What it can do, per category it works in · showing 10 of 10 tasks scoring 5+

Workflow Building9/10
Conditional Logic9/10
Monitoring Logging9/10
Multi Step Chains9/10
Error Handling8/10
Scheduling Capability7/10
Api Connectivity7/10
Autonomous Execution7/10
Trigger Variety6/10
Action Library5/10

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Capabilities
Agent
Automation
Code
Memory
Observability
RAG
Search
Fit Score

Complexity

Advanced

Company Size

Small
Medium
Enterprise

Team Size

Small Team
Large Team

Skill Level

Expert
Features
Persist memory for future interactions
Expressive, customizable agent workflows built from low-level primitives
Low-level control over agent logic
Integration with LangChain ecosystem
First-class streaming for better UX design
Production agent deployment
Debugging with step-by-step tracing
Technical Capabilities
SDK Available
MCP Compatible
Multi-Agent
Human-in-Loop
Team Features
Webhook Support
Has Demo
Function Calling
Sandbox Mode
Audit Logs
No Signup
Works Offline
Requires Host App
Framework
MCP Server
Digital Employee

Deployment

Self Hosted
MCP transport:
Streamable HTTP
A2A Protocol:
MCP
Authentication
Single Sign-On
SAML
SCIM
Okta
Microsoft Entra ID
Google Workspace
OAuth
Google
GitHub
Developer Access
API
Public
REST
Webhooks→ Docs
Sandbox
Login required
HITL mode:
Approve
Compliance, Privacy & Trust
GDPR: Stated by vendor
DPA
SOC 2: Stated by vendor
Type II
HIPAA: Stated by vendor
ISO 27001: Stated by vendor
Trains on user data: No
Data retention: 180 Days
Data deletion: 30 Days
Human review:
Recommended

Compliance audit trail

2 events
  1. ISO 27001

    LangChain achieved ISO/IEC 27001:2022 certification for its Information Security Management System (ISMS).

    3mo ago · 2026-07-02 · source

  2. Subprocessors

    Added OpenAI, Anthropic, Fireworks, Baseten, Pylon, and Stripe as subprocessors.

    5mo ago · 2026-05-12 · source

The Model(s) Behind It

Model details — extracted from public vendor sources by our pipeline (Smart Generator + A3 cross-referencing) or admin-entered. Shown as claimed by the vendor; not independently audited by Intelloro.

Training Data Provenance
Not disclosed
Relevant to EU AI Act Art. 53 / Annex XI (GPAI)
Pricing Plans
Free
Free

Pricing verified from the vendor pricing page.

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User Reviews

No reviews yet. Be the first to review!

Who It's For
3 roles
Software DevelopersData ScientistsComputer and Information Research Scientists
Platform, Content & Languages
2 content types
1 languages
CodeTextEnglish+6 more

Content Types

Code
Text

Accepts

Code
Text
API

Produces

Code
Text
API
Languages: English

Frequently Asked Questions

Video

Trust Score

98/100

Excellent

Based on 17 data signals

Confidence: High

Reflects publicly available data, not an independent audit

Compliance & Verified38/38
VerifiedYes
GDPRYes
SOC 2 reportYes
SOC 2 Type IIYes
ISO 27001/27701/42001Yes
HIPAAYes
Human ReviewYes
Human-in-the-loopYes
HITL TypeYes
Operational25/25
Status PageYes
Data ResidencyUS, EU
Reliability8/10
Uptime (measured)99.93%
Market Proof10/10
Notable CustomersKlarna, Vanta, Rippling
Company17/17
Company ListedYes
Team Size201-500
User Base100K-1M
FundingSeries B
Health—

Not yet checked

AI Governance & Regulatory Disclosures

Legally-sensitive fields — extracted from public vendor sources by our pipeline (Smart Generator + A3 cross-referencing) or admin-entered. Shown as claimed by the vendor; not independently audited by Intelloro.

EU AI Act Risk Tier
Unclassified
Subprocessor List (GDPR Art. 28)
https://trust.langchain.com/subprocessors

Switching & Migration

Migration Difficulty
Significant Effort
Data portable as:
CSV
JSON
JSONL
Support:
Email
Community Forum
Support Portal
Slack
Knowledge Base
Live Chat
Documentation
Enterprise
Quick Stats
Agent TypeAutonomous
MemoryLong Term
PlanningAdvanced
PlatformsWeb, API, CLI
User Base100K-1M
LaunchedJan 2024
Setup TimeMinutes
VerifiedOct 2026
Company & Links

Company Name

LangChain

Founded

2023

Based in

United States

Last major update

Aug 2026

Funding

Series B · $260M

DocumentationChangelog