Morph

Morph builds fast models that improve AI coding agents. Its OpenAI-compatible API serves the Apply (Fast Apply) model that deterministically merges LLM-generated code edits into source files at 10,500+ tokens/second, plus code embeddings and reranking. Morph Cloud adds Infinibranch microVM sandboxes that snapshot, branch, and restore entire VM states in under 250ms for agent workloads.

Morph publishes 3 APIs on the APIs.io network: Apply API, Embeddings API, and Rerank API. Tagged areas include Artificial Intelligence, Code Editing, Fast Apply, Embeddings, and Sandboxes.

Morph’s developer surface includes authentication, documentation, and 9 more developer resources.

🌐 Visit website 📡 Source on GitHub

37.3/100 thin ▬ flat Agent 20/100 agent aware Full breakdown ↓
scored 2026-08-25 · rubric v0.14.0

AccessFreemiumSelf serve⚡ Free to try

4 APIs

Artificial IntelligenceCode EditingFast ApplyEmbeddings Sandboxes

Kin Score

Kin Score How this is scored →
scored 2026-08-25 · rubric v0.14.0

Composite quality — 37.3/100 · thin

Contract Quality 13.3 / 25

Developer Ergonomics 4.3 / 20

Access Clarity 7.9 / 20

Operational Transparency 4.4 / 13

Contract Governance 0.0 / 12

Discoverability 7.4 / 10

Agent readiness — 20/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Surface 0 / 5

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/morph-labs: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 4

Individual APIs this provider publishes, each with its own machine-readable definition.

Rate Limits 1

Documented rate limits and quota policies.

Morph Labs Rate Limits

4 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Build 2

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 2

Pricing, plans, and the legal terms of use

Plans

Plans

FinOps

FinOps

Company 2

The organization behind the API

LinkedIn

Website

Website

Source (apis.yml)

aid: morph-labs
url: https://raw.githubusercontent.com/api-evangelist/morph-labs/refs/heads/main/apis.yml
name: Morph
kind: company
description: Morph builds fast models that improve AI coding agents. Its OpenAI-compatible API serves the Apply (Fast Apply)
  model that deterministically merges LLM-generated code edits into source files at 10,500+ tokens/second, plus code embeddings
  and reranking. Morph Cloud adds Infinibranch microVM sandboxes that snapshot, branch, and restore entire VM states in under
  250ms for agent workloads.
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/morph-labs.png
tags:
- Artificial Intelligence
- Code Editing
- Fast Apply
- Embeddings
- Sandboxes
tags_raw:
- AI
- Code Editing
- Fast Apply
- Embeddings
- Sandboxes
created: '2026-06-20'
modified: '2026-06-20'
specificationVersion: '0.23'
apis:
- aid: morph-labs:morph-cloud-sandboxes-api
  name: Morph Cloud Sandboxes API
  tags:
  - Sandboxes
  - MicroVM
  - Infinibranch
  tags_raw:
  - Sandboxes
  - microVM
  - Infinibranch
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://cloud.morph.so/docs/developers
  baseURL: https://cloud.morph.so/api
  properties:
  - url: https://cloud.morph.so/docs/developers
    type: Documentation
  - url: https://cloud.morph.so/docs/api-reference
    type: APIReference
  description: Infinibranch microVM (Firecracker) sandbox infrastructure for agents - a user-scoped API for managing instances
    and snapshots with sub-250ms branch, snapshot, and restore, command exec (including SSE), and HTTP service exposure. Available
    via the morphcloud Python and TypeScript SDKs and CLI.
- aid: morph-labs:morph-labs-apply-api
  name: Morph Apply API
  description: The Apply API from Morph — 1 operation(s) for apply.
  humanURL: https://docs.morphllm.com/api-reference/endpoint/apply
  baseURL: https://api.morphllm.com/v1
  tags:
  - Apply
  properties:
  - type: OpenAPI
    url: openapi/morph-labs-apply-api-openapi.yml
  - type: Documentation
    url: https://docs.morphllm.com/quickstart
  - type: APIReference
    url: https://docs.morphllm.com/api-reference/endpoint/apply
  - type: Postman
    url: collections/morph-labs.postman_collection.json
  - type: Documentation
    url: https://docs.morphllm.com/api-reference/endpoint/embedding
  - type: APIReference
    url: https://docs.morphllm.com/api-reference/endpoint/embedding
  - type: Documentation
    url: https://docs.morphllm.com/models/rerank
- aid: morph-labs:morph-labs-embeddings-api
  name: Morph Embeddings API
  description: The Embeddings API from Morph — 1 operation(s) for embeddings.
  humanURL: https://docs.morphllm.com/api-reference/endpoint/apply
  baseURL: https://api.morphllm.com/v1
  tags:
  - Embeddings
  properties:
  - type: OpenAPI
    url: openapi/morph-labs-embeddings-api-openapi.yml
  - type: Documentation
    url: https://docs.morphllm.com/quickstart
  - type: APIReference
    url: https://docs.morphllm.com/api-reference/endpoint/apply
  - type: Postman
    url: collections/morph-labs.postman_collection.json
  - type: Documentation
    url: https://docs.morphllm.com/api-reference/endpoint/embedding
  - type: APIReference
    url: https://docs.morphllm.com/api-reference/endpoint/embedding
  - type: Documentation
    url: https://docs.morphllm.com/models/rerank
- aid: morph-labs:morph-labs-rerank-api
  name: Morph Rerank API
  description: The Rerank API from Morph — 1 operation(s) for rerank.
  humanURL: https://docs.morphllm.com/api-reference/endpoint/apply
  baseURL: https://api.morphllm.com/v1
  tags:
  - Rerank
  properties:
  - type: OpenAPI
    url: openapi/morph-labs-rerank-api-openapi.yml
  - type: Documentation
    url: https://docs.morphllm.com/quickstart
  - type: APIReference
    url: https://docs.morphllm.com/api-reference/endpoint/apply
  - type: Postman
    url: collections/morph-labs.postman_collection.json
  - type: Documentation
    url: https://docs.morphllm.com/api-reference/endpoint/embedding
  - type: APIReference
    url: https://docs.morphllm.com/api-reference/endpoint/embedding
  - type: Documentation
    url: https://docs.morphllm.com/models/rerank
common:
- type: AgenticAccess
  url: agentic-access/morph-labs-agentic-access.yml
- type: DomainSecurity
  url: security/morph-labs-domain-security.yml
- type: Authentication
  url: authentication/morph-labs-authentication.yml
- type: GitHubOrganization
  url: https://github.com/morphllm
- type: GitHubOrganization
  url: https://github.com/morph-labs
- type: LinkedIn
  url: https://www.linkedin.com/company/morph-labs
- type: Website
  url: https://morphllm.com/
- type: Documentation
  url: https://docs.morphllm.com
- type: Plans
  url: plans/morph-labs-plans-pricing.yml
- type: RateLimits
  url: rate-limits/morph-labs-rate-limits.yml
- type: FinOps
  url: finops/morph-labs-finops.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/morph-labs"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/morph-labs/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/morph-labs/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no email required.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.

Morph

Kin Score

APIs 4

Morph Cloud Sandboxes API

Morph Apply API

Morph Embeddings API

Morph Rerank API

Open Collections 5

API Collection

Morph Apply API

Morph Apply Embeddings API

Morph Apply Rerank API

Morph API

Pricing Plans 1

Morph Labs Plans Pricing

Rate Limits 1

Morph Labs Rate Limits

FinOps 1

Morph Labs Finops

Security Posture 2

Morph Labs Authentication

Morph Labs Domain Security

Agentic Access 1

Morph Labs Agentic Access

Resources