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Plandex

Plandex is an open-source, terminal-based AI coding agent designed to take on large, multi-step software development tasks across many files in real world codebases. Written in Go and released under the MIT license, Plandex builds and executes long-running "plans" — durable, branchable units of work that combine intelligent context management, project maps generated with tree-sitter for 30+ programming languages, an effective 2M-token context window, and a cumulative diff review sandbox that isolates AI edits until a developer explicitly applies them. The tool ships as a CLI with an interactive REPL (fuzzy auto-complete), supports automated debugging of terminal commands and browser applications, integrates with Git for branching and commit-message generation, and is provider-neutral — working with Anthropic Claude, OpenAI, Google Gemini, OpenRouter.ai, Azure OpenAI, AWS Bedrock, DeepSeek, Perplexity, Ollama, and any OpenAI-compatible custom provider. The Plandex Server exposes a REST management/orchestration API (over 60 endpoints across accounts, orgs, projects, plans, branches, context, conversation, diffs, settings, model packs, and streaming execution) that powers both the CLI/REPL and the hosted Plandex Cloud. Plandex Cloud is winding down as of 2025-10-03; Plandex is now distributed primarily as a Docker-based self-hosted / local-mode product that users run with their own model-provider API keys.

agent ready

Solid contracts, transparent operations, and an easy start — typically complete on four or five facets with one clear soft spot.

Kin Score

API Evangelist profiles Plandex the way a machine reads it — 87 machine-readable artifacts across 15 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Plandex scores 67.1/100 (strong), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.1/100 · strong
Contract Quality 17.5 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
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

How we profile Plandex

Each block below is one kind of artifact we hold for Plandex. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 15

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

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

Plandex Accounts API

User account, email verification, and authentication operations.

Plandex Branches API

Per-plan branches for parallel exploration and diffing.

Plandex Context API

Files, directory trees, URLs, notes, and images loaded into a plan.

Plandex Conversation API

Prompts, responses, and rewind history within a plan branch.

Plandex Diffs API

Per-file pending changes, apply, and reject operations.

Plandex Execution API

Streaming connect, build, tell, and stop endpoints for plan execution.

Plandex FileMap API

Tree-sitter project map generation and cached map loading.

Plandex Health API

Operational health and version endpoints.

Plandex Invites API

Invite users into an org and manage pending invites.

Plandex Models API

Model packs, custom models, custom providers, default settings.

Plandex Orgs API

Organization and role membership management.

Plandex Plans API

Long-running, branchable units of AI coding work over loaded context.

Plandex Projects API

Project containers that group plans, mapped to a working directory.

Plandex Settings API

Per-plan model settings, default settings, and org/user config.

Plandex Users API

User listing and removal within an org.

Scroll within the panel for all 15 ·

Open Collections 1

Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Plandex Server API

OPEN COLLECTION

Pricing Plans 1

Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.

Published pricing tiers and plan structures.

Plandex Plans Pricing

3 plans

PLANS

Rate Limits 1

Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.

Documented rate limits and quota policies.

Plandex Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.

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

Features 16

The notable capabilities this provider advertises, captured as structured features so they can be searched and compared instead of read one landing page at a time.

Notable capabilities this provider offers.

2M-Token Effective Context Window

Smart context management loads only what's needed per step, enabling reliable work in large projects and files.

Tree-Sitter Project Maps

Fast project map generation and syntax validation across 30+ programming languages. Indexes directories with 20M+ tokens.

Cumulative Diff Sandbox

AI-generated changes are isolated from project files until explicitly applied, with cumulative review and roll-back.

Configurable Autonomy

Five autonomy levels — None, Basic, Plus, Semi-Auto, Full-Auto — selectable per-plan or via CLI flags.

Automated Debugging

Repeatedly runs commands (builds, tests, lints, scripts) and auto-fixes failures with rollback. Also debugs browser apps via Chrome.

Model Packs

Curated combinations of models bound to internal roles (planner, coder, builder, summarizer, verifier, context loader); built-in packs for daily, reasoning, strong, cheap, oss, ...

Multi-Provider Support

First-class support for Anthropic, OpenAI, Google AI Studio, Google Vertex AI, Azure OpenAI, AWS Bedrock, DeepSeek, Perplexity, OpenRouter, Ollama, and any OpenAI-compatible cus...

Claude Pro/Max Subscription

Plandex can use a Claude Pro or Max subscription as the credential when calling Anthropic models.

Context Caching

Built-in context caching across OpenAI, Anthropic, and Google models reduces latency and cost on multi-step plans.

Plan Version Control

Every plan update is versioned, with branching for exploring multiple paths or comparing different models. Rewind to any prior SHA.

Git Integration

Commit message generation, optional auto-commits, and clean integration with project git history.

REPL with Fuzzy Auto-Complete

Interactive shell launched by `plandex` (or `pdx`) with fuzzy command and file completion; backslash equivalents (`\new`, `\tell`) for every command.

One-Line Install

Zero-dependency CLI install via `curl -sL https://plandex.ai/install.sh | bash`. Docker compose for the self-hosted server.

Background Tasks

`--bg` flag runs plans concurrently in the background under separate streams.

Smart Context + Auto-Load Context

Loads only the files needed for each implementation step (smart-context) and uses the project map to choose them (auto-load-context).

Streaming Plan Execution

tell, build, and connect endpoints stream model responses live; clients can reconnect to in-progress plans after disconnects.

Scroll within the panel for all 16 ·

Semantic Vocabularies 1

JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.

JSON-LD contexts and semantic vocabularies used across these APIs.

Plandex Context

41 classes · 2 properties

JSON-LD

Spectral Rules 2

Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.

Plandex API Rules

5 rules · 3 warnings

SPECTRAL

Plandex API Rules

9 rules · 2 errors · 3 warnings

SPECTRAL

JSON Schema 6

Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.

Standalone JSON Schema definitions for this provider's data models.

Branch

6 properties

JSON SCHEMA

ContextItem

12 properties

JSON SCHEMA

ConvoMessage

8 properties

JSON SCHEMA

ModelPack

11 properties

JSON SCHEMA

PlanConfig

11 properties

JSON SCHEMA

Plan

10 properties

JSON SCHEMA

JSON Structure 3

JSON Structure captures the data shapes in a form built for tooling — a complement to JSON Schema that keeps the model machine-legible.

JSON Structure definitions describing this provider's data shapes.

Plandex Server Context Item Structure

12 properties

JSON STRUCTURE

Plandex Server Model Pack Structure

11 properties

JSON STRUCTURE

Plandex Server Plan Structure

10 properties

JSON STRUCTURE

Examples 5

Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.

Example request and response payloads for these APIs.

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Plandex Authentication

http · 1 scheme

SECURITY

Agentic Access 1

An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.

Recommended x-agentic-access execution contracts for AI agents.

Plandex Agentic Access

80 operations · 46 acting · 1 human-in-the-loop

80 operations · 46 acting

AGENTIC

Use Cases 9

What developers actually build with this provider — captured so the catalogue answers 'what is this for', not just 'what does this expose'.

What developers build with this provider.

Large Refactors

Coordinate refactors that touch dozens of files across a large codebase without losing the thread between steps.

Polyglot Project Work

Work in repositories that span 30+ languages thanks to tree-sitter project maps.

Adding Features To Real Projects

Take a feature from idea through chat mode, into a detailed implementation plan, into reviewed and applied file changes.

Automated Debugging

Wrap a flaky build, test, or browser app in `plandex debug` and let Plandex iteratively repair it.

Codebase Onboarding And Q&A

Use chat mode and the project map to ask questions about an unfamiliar codebase.

Multi-Model Comparisons

Branch a plan to run different model packs against the same context and compare results.

Long-Running Background Coding

Kick off `--bg` plans, switch repos, and reconnect to streaming output later.

BYO Subscription Coding Agent

Use a Claude Pro/Max subscription as the credential for an autonomous coding agent.

Self-Hosted AI Coding For Sensitive Codebases

Run the Plandex server in Docker on-prem with locally-hosted Ollama models or a private custom provider.

Scroll within the panel for all 9 ·

Integrations 21

Pre-built integrations with other platforms tell you where this provider already fits in a stack.

Pre-built integrations with other platforms and tools.

Anthropic Claude

Direct Anthropic API integration; also supports Claude Pro/Max subscriptions.

OpenAI

Direct OpenAI API integration via OPENAI_API_KEY.

OpenRouter.ai

Default recommended provider for self-hosted Plandex; also used as a failover route across other configured providers.

Google AI Studio

Gemini models via GEMINI_API_KEY.

Google Vertex AI

Gemini and Anthropic models via Vertex AI credentials.

Microsoft Azure OpenAI

OpenAI models on Azure with deployment-name mapping.

AWS Bedrock

Anthropic models on Bedrock with AWS profile or env-var credentials.

DeepSeek

DeepSeek models via DEEPSEEK_API_KEY.

Perplexity

Perplexity models via PERPLEXITY_API_KEY.

Ollama

Local model hosting via Ollama; no API keys required.

Custom Providers

Any OpenAI-compatible API can be added via a JSON config (`plandex models custom`).

Relace

Instant-apply fallback model used when Plandex cannot apply edits deterministically (Plandex Cloud).

Git

Branching, commit-message generation, optional auto-commits.

Chrome

Automated debugging of browser applications when Chrome is installed.

Docker

Self-hosted server distributed as a Docker image with a published docker-compose stack.

Postgres

Backing database for the Plandex server.

LiteLLM Proxy

Embedded LiteLLM proxy used by the server to talk to model providers uniformly.

Stripe

Payment processing for Plandex Cloud subscriptions and credit purchases.

Loops

Email marketing for Plandex updates (Plandex Cloud).

Google Analytics

Basic usage analytics (Plandex Cloud).

Rollbar

Error tracking (Plandex Cloud).

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Solutions 3

Packaged solutions the provider offers on top of the raw API surface.

Packaged solutions this provider offers.

Self-Hosted / Local Mode

Run Plandex locally with Docker and BYO model-provider keys. MIT-licensed and free.

Plandex Cloud — BYO API Key Mode (Historical)

Hosted Plandex with user-supplied provider keys, $30/month after trial. Winding down 2025-10-03.

Plandex Cloud — Integrated Models Mode (Historical)

Hosted Plandex with integrated credit billing, $45/month including $20/mo of non-expiring credits. Winding down 2025-10-03.

Resources

Every other property we hold for Plandex — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Get Started 2

Portal, sign-up, and the first successful call

Documentation 1

Reference material describing how the API behaves

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Access & Security 2

Authentication, authorization, and security posture

Learn 1

Tutorials, courses, talks, and written guidance

Company 3

The organization behind the API

Other 4

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/plandex · machine-readable index on apis.io