Observe
See context, token, and workflow signals entering a compatible agent or application path.
Context efficiency + intelligent routing
Make every agent turn earn its context and its model.
CutCtx is a local-first platform for understanding agent context, reducing overhead, recovering useful state, and making conservative routing decisions on the workflow you already run.
Local-first · Provider-aware · Fail-closed when a route is not eligible
Illustrative workflowEvaluation active
Incoming contextAgent history + tools
CutCtx decisionCompress · recover · route or retain
Chosen pathEligible route or requested model
Useful context retained
Provider + capability gates
Routing evidence available
Fits the providers and agent workflows your engineers already use
OpenAI
Anthropic
Gemini / Vertex
Amazon Bedrock
Chosen endpoint
Claude Code
Codex
Cursor
Cline
Aider
Under every harness
Context control plane under your agents
Cutctx is the local-first context control plane under your agent harnesses. Claude Code, Codex, Cursor, and OpenCode change; wrap and global routing keep compression, memory, and receipts underneath them.
One complete operating loop
Improve the context and the decision around it.
CutCtx works around the workflow you already have: it understands the request, preserves useful state, routes only when the constraints allow it, and makes the result observable.
Understand
Classify protocol and request context before an optimization decision is made.
Compress / Recover
Reduce overhead while retaining useful information through retrieval and memory controls.
Route or retain
Use opt-in routing only for clearly eligible work; retain the requested model when safety gates do not pass.
Forward
Send the focused request through the provider and compatible endpoint your team selected.
Measure
Inspect savings, latency, budgets, health, diagnostics, and routing outcomes.
Govern
Add policy, identity, audit, retention, tenancy, and entitlement controls only when the deployment needs them.
One operating layer, deliberate boundaries
The runtime, decisions, and controls your rollout needs.
Start with a local evaluation. Add coordination and governance only when the workflow and organization call for them.
Core runtime
Context that stays useful.
Observe, compress, recover, proxy, and measure close to the workflow.
Intelligent optimization
Route or retain deliberately.
Use opt-in routing only when complexity, capability, provider, account, and transport conditions are eligible.
preset: codex-gpt54mini-high
Operator layer
Inspect the result.
Review savings, latency, budgets, routing, health, and diagnostics with evidence from your workload.
Developer and agent access
Meet existing workflows.
Use SDKs, compatible proxies, CLI wrappers, MCP, agent plugins, and IDE integrations.
See integrationsOptional enterprise controls
Govern when needed.
Add identity, policy, audit, retention, tenancy, and entitlement controls deliberately.
Evaluation to evidence
Make the next decision with your own report.
CutCtx is designed for a low-friction technical evaluation. Use a workflow you already trust, then inspect what changed.
Install
Add CutCtx locally without replacing your agent or provider.
Wrap
Route a supported coding agent or compatible application through the proxy.
Run
Use the workflow normally so the evaluation reflects real traffic.
Inspect
Review telemetry and the savings report before you decide how to scale.
Control stays close
Local-first by default. Flexible when the deployment grows.
Processing stays in your environment by default, requests go to the model provider you configure, and commercial controls can support broader organizational needs.
Customer environment
Run locally or in customer-managed infrastructure rather than depending on hosted prompt analytics.
Chosen provider
Keep OpenAI, Anthropic, Gemini/Vertex, Bedrock, or the compatible endpoint selected by your team.
Governed scale
Add shared reporting, policy, identity, audit, retention, and deployment support when the organization needs them.
A path for each stage
Evaluate freely. Add coordination and governance deliberately.
Builder
Prove the workflow locally.
Core compression, proxy, CLI wrapping, SDKs, MCP, local dashboard, and Docker.
Team
Share evidence and policy.
Shared analytics, savings reports, policy presets, budget controls, and support.
Enterprise
Operate with governance.
Identity-aware administration, RBAC, audit export, retention controls, fleet APIs, and deployment support.
Start with evidence
Run CutCtx on the workflow you already have.
Install locally, wrap an agent, and inspect the result on your own traffic.