Morph
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Introduction
Inference built for coding agents, with fast models and specialized tools for search, apply, compaction, and monitoring.
Listed on
July 22, 2026
What is Morph?
Morph is an inference platform designed specifically for coding agents, offering fast, OpenAI-compatible models like Kimi K3 and GLM-5.2, along with specialized APIs for code search, edit merging, context compaction, and agent monitoring. It is built to handle the entire agent loop with low latency and high throughput, serving over 100 billion tokens per day.
How to use Morph?
- Sign up for an API key, then integrate via the SDK, MCP, or OpenAI-compatible endpoints. Use the main models for agent reasoning, and add specialized tools like Fast Apply for merging edits, WarpGrep for code search, Compact for context compression, and Reflex for monitoring agent behavior. Deploy in the cloud or self-host for enterprise needs.
Core features of Morph
- Fast inference for coding agents (Kimi K3, GLM-5.2, Qwen, MiniMax, DeepSeek)
- Fast Apply: merge AI code edits at 10,500+ tok/s with 98% accuracy
- WarpGrep: agentic code search subagent with sub-6s retrieval
- Compact: verbatim context compaction at 33,000 tok/s
- Reflex: per-turn classifiers for jailbreaks, frustration, loops
- Model Router: difficulty-based routing to optimize cost and latency
- Private deployments with custom speculators and caching
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