toolcompass.

Find your next AI tool

Search by product name or task. Press Escape to close.

Mirrors

● Identity checked

Code · Vendor site 2026-10-04

Mirrors is a context-routing layer for AI agents that learns from successes and failures to deliver the right instructions at decision time. The site targets agent stacks such as LangChain, LangGraph, MCP clients, and coding agents so repeated mistakes do not reach end users.

Updated 2026-10-04View sources
Official website
Category
Code
Free access
Not confirmed
API access
Not confirmed

Is Mirrors right for you?

A good fit for

Teams running production agents who need dynamic context routing across frameworks and IDE copilots.

Before you choose

Public pages emphasize design-partner conversations and do not list self-serve plan names or monthly USD pricing.

The right context at the right time

Mirrors promises agents get situation-specific instructions when they need them so prior failures do not repeat for customers.

What it can do

Features & capabilities

Unknown is different from unavailable. Each fact carries its own evidence.

CapabilityValueEvidenceChecked
Context routingHomepage states Mirrors learns from agent successes and failures to route the right context at the right moment.Facts sourced2026-10-04
IntegrationsMarketing lists LangChain, LangGraph, LlamaIndex, MCP, Claude Code, Codex, Cursor, and major model providers.Facts sourced2026-10-04
Go-to-marketSite invites chats with founders and highlights design-partner onboarding rather than instant checkout.Facts sourced2026-10-04

Understand the total cost

Mirrors pricing & plans

Pricing

Not listed

Official monthly price not confirmed

API
Not confirmed
Explore pricing & history

Alternatives to Mirrors

View all ↗

The practical questions

Frequently asked questions

What is Mirrors used for?

Mirrors is a context-routing layer for AI agents that learns from successes and failures to deliver the right instructions at decision time. The site targets agent stacks such as LangChain, LangGraph, MCP clients, and coding agents so repeated mistakes do not reach end users.

Does Mirrors have a free plan?

Not confirmed. This record does not confirm an ongoing free plan.

How much does Mirrors cost?

A listed monthly price has not been confirmed. See the plan cards for entitlements, billing commitments and seat minimums.

Can I use Mirrors through an API?

Not confirmed. API access and subscription access may have different terms; consult the linked sources.

What should I check before choosing it?

Public pages emphasize design-partner conversations and do not list self-serve plan names or monthly USD pricing.

Price history

No retained pricing changes yet. A current price alone does not establish a historical trend.

How this profile is supported

Facts apply to the named version and check date. Send a sourced correction if something changed.