✨ #1 in Gen AI category F6S

Auditable context layer for your AI agents.

Memory, data, intent, and everything in between.Launch production-ready AI agents 20x faster.

Supported in Python, JavaScript, Java, and more

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Context API

Manage context data with user and organization-level access control.

Audit Trails

Record and query actions across workflows to maintain compliance and traceability.

Integrations

Connect with your existing tools and data sources through secure connectors and SDKs.

import { Client } from '@meridian/sdk';
const client = new Client({ apiKey: process.env.MERIDIAN_API_KEY });

await client.context.upsert({
  userId: 'user_123',
  orgId: 'org_456',
  data: { cart: ['item1'], prefs: { theme: 'dark' } },
  merge: true,
});

await client.context.patch({
  userId: 'user_123',
  orgId: 'org_456',
  ops: [{ op: 'push', path: 'cart', value: 'sku-057' }],
});

const ctx = await client.context.get({ userId: 'user_123' });
console.log('context:', JSON.stringify(ctx, null, 2));

USE CASES

Context-Aware Memory

Agents that remember user preferences across sessions, enabling truly personalized automation.

Real-time Sync

Ensure your data is always up-to-date. Seamlessly sync information across teams and applications in real-time.

Customer Support

Add human touch to your chatbots with memory so it retains context.

STATISTICS

5K+

Developers

500+

Companies

100+

Integrations

99.99%

Uptime

FEATURES

Context API

Manage context data with user and organization-level access control.

Learn More

Integrations

Prebuilt connectors and SDKs to sync your data with external systems securely.

Learn More

Observability

Built-in metrics to monitor agent behavior and performance in production.

Learn More

FREQUENTLY ASKED QUESTIONS

TESTIMONIALS

Krish Jaiswal avatar

Krish Jaiswal

@venky1701
Meridian improved our context handling across sessions — it remembers uploads, chat state and metadata reliably. Integration was straightforward and reduced debugging time in production by a lot.
Lina Park avatar

Lina Park

@linap
Excellent ergonomics and clear SDKs. We integrated the context API in under a day and saw immediate improvements in agent consistency and fewer false-retries.
Marco Silva avatar

Marco Silva

@marcos
Plugged Meridian into our pipeline to sync ETL snapshots and audit events. Connectors worked first try and the audit trails made incident investigatons far simpler.
Aisha Rahman avatar

Aisha Rahman

@aishatech
We migrated our agents and the dialog consistency improved noticeably. The SDKs and clear audit logs helped us debug flows quickly and ship with confidence.
DevBot avatar

DevBot

@devbot
Small footprint and fast setup. Meridian gives consistent context lookup and reliable observability — great for rapid prototyping and production rollouts.
Santiago Cruz avatar

Santiago Cruz

@santi_dev
Meridian made reproducing tricky stateful bugs effortless — session snapshots + audit trails gave us the context we needed to fix regressions fast. Deployment confidence is way up.

We'd love to hear from you!

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Meridian

Meridian — auditable context & memory layer for production AI agents.

Design and Developed by @harxhitbuilds ❤️