1# Crush
2
3<p align="center">
4 <a href="https://stuff.charm.sh/crush/charm-crush.png"><img width="450" alt="Charm Crush Logo" src="https://github.com/user-attachments/assets/adc1a6f4-b284-4603-836c-59038caa2e8b" /></a><br />
5 <a href="https://github.com/charmbracelet/crush/releases"><img src="https://img.shields.io/github/release/charmbracelet/crush" alt="Latest Release"></a>
6 <a href="https://github.com/charmbracelet/crush/actions"><img src="https://github.com/charmbracelet/crush/actions/workflows/build.yml/badge.svg" alt="Build Status"></a>
7</p>
8
9<p align="center">Your new coding bestie, now available in your favourite terminal.<br />Your tools, your code, and your workflows, wired into your LLM of choice.</p>
10<p align="center">你的新编程伙伴，现在就在你最爱的终端中。<br />你的工具、代码和工作流，都与您选择的 LLM 模型紧密相连。</p>
11
12<p align="center"><img width="800" alt="Crush Demo" src="https://github.com/user-attachments/assets/58280caf-851b-470a-b6f7-d5c4ea8a1968" /></p>
13
14## Features
15
16- **Multi-Model:** choose from a wide range of LLMs or add your own via OpenAI- or Anthropic-compatible APIs
17- **Flexible:** switch LLMs mid-session while preserving context
18- **Session-Based:** maintain multiple work sessions and contexts per project
19- **LSP-Enhanced:** Crush uses LSPs for additional context, just like you do
20- **Extensible:** add capabilities via MCPs (`http`, `stdio`, and `sse`)
21- **Works Everywhere:** first-class support in every terminal on macOS, Linux, Windows (PowerShell and WSL), FreeBSD, OpenBSD, and NetBSD
22
23## Installation
24
25Use a package manager:
26
27```bash
28# Homebrew
29brew install charmbracelet/tap/crush
30
31# NPM
32npm install -g @charmland/crush
33
34# Arch Linux (btw)
35yay -S crush-bin
36
37# Nix
38nix run github:numtide/nix-ai-tools#crush
39```
40
41Windows users:
42
43```bash
44# Winget
45winget install charmbracelet.crush
46
47# Scoop
48scoop bucket add charm https://github.com/charmbracelet/scoop-bucket.git
49scoop install crush
50```
51
52<details>
53<summary><strong>Nix (NUR)</strong></summary>
54
55Crush is available via [NUR](https://github.com/nix-community/NUR) in `nur.repos.charmbracelet.crush`.
56
57You can also try out Crush via `nix-shell`:
58
59```bash
60# Add the NUR channel.
61nix-channel --add https://github.com/nix-community/NUR/archive/main.tar.gz nur
62nix-channel --update
63
64# Get Crush in a Nix shell.
65nix-shell -p '(import <nur> { pkgs = import <nixpkgs> {}; }).repos.charmbracelet.crush'
66```
67
68### NixOS & Home Manager Module Usage via NUR
69
70Crush provides NixOS and Home Manager modules via NUR.
71You can use these modules directly in your flake by importing them from NUR. Since it auto detects whether its a home manager or nixos context you can use the import the exact same way :)
72
73```nix
74{
75 inputs = {
76 nixpkgs.url = "github:NixOS/nixpkgs/nixos-unstable";
77 nur.url = "github:nix-community/NUR";
78 };
79
80 outputs = { self, nixpkgs, nur, ... }: {
81 nixosConfigurations.your-hostname = nixpkgs.lib.nixosSystem {
82 system = "x86_64-linux";
83 modules = [
84 nur.modules.nixos.default
85 nur.repos.charmbracelet.modules.crush
86 {
87 programs.crush = {
88 enable = true;
89 settings = {
90 providers = {
91 openai = {
92 id = "openai";
93 name = "OpenAI";
94 base_url = "https://api.openai.com/v1";
95 type = "openai";
96 api_key = "sk-fake123456789abcdef...";
97 models = [
98 {
99 id = "gpt-4";
100 name = "GPT-4";
101 }
102 ];
103 };
104 };
105 lsp = {
106 go = { command = "gopls"; enabled = true; };
107 nix = { command = "nil"; enabled = true; };
108 };
109 options = {
110 context_paths = [ "/etc/nixos/configuration.nix" ];
111 tui = { compact_mode = true; };
112 debug = false;
113 };
114 };
115 };
116 }
117 ];
118 };
119 };
120}
121```
122
123</details>
124
125<details>
126<summary><strong>Debian/Ubuntu</strong></summary>
127
128```bash
129sudo mkdir -p /etc/apt/keyrings
130curl -fsSL https://repo.charm.sh/apt/gpg.key | sudo gpg --dearmor -o /etc/apt/keyrings/charm.gpg
131echo "deb [signed-by=/etc/apt/keyrings/charm.gpg] https://repo.charm.sh/apt/ * *" | sudo tee /etc/apt/sources.list.d/charm.list
132sudo apt update && sudo apt install crush
133```
134
135</details>
136
137<details>
138<summary><strong>Fedora/RHEL</strong></summary>
139
140```bash
141echo '[charm]
142name=Charm
143baseurl=https://repo.charm.sh/yum/
144enabled=1
145gpgcheck=1
146gpgkey=https://repo.charm.sh/yum/gpg.key' | sudo tee /etc/yum.repos.d/charm.repo
147sudo yum install crush
148```
149
150</details>
151
152Or, download it:
153
154- [Packages][releases] are available in Debian and RPM formats
155- [Binaries][releases] are available for Linux, macOS, Windows, FreeBSD, OpenBSD, and NetBSD
156
157[releases]: https://github.com/charmbracelet/crush/releases
158
159Or just install it with Go:
160
161```
162go install github.com/charmbracelet/crush@latest
163```
164
165> [!WARNING]
166> Productivity may increase when using Crush and you may find yourself nerd
167> sniped when first using the application. If the symptoms persist, join the
168> [Discord][discord] and nerd snipe the rest of us.
169
170## Getting Started
171
172The quickest way to get started is to grab an API key for your preferred
173provider such as Anthropic, OpenAI, Groq, or OpenRouter and just start
174Crush. You'll be prompted to enter your API key.
175
176That said, you can also set environment variables for preferred providers.
177
178| Environment Variable | Provider |
179| --------------------------- | -------------------------------------------------- |
180| `ANTHROPIC_API_KEY` | Anthropic |
181| `OPENAI_API_KEY` | OpenAI |
182| `OPENROUTER_API_KEY` | OpenRouter |
183| `GEMINI_API_KEY` | Google Gemini |
184| `CEREBRAS_API_KEY` | Cerebras |
185| `HF_TOKEN` | Huggingface Inference |
186| `VERTEXAI_PROJECT` | Google Cloud VertexAI (Gemini) |
187| `VERTEXAI_LOCATION` | Google Cloud VertexAI (Gemini) |
188| `GROQ_API_KEY` | Groq |
189| `AWS_ACCESS_KEY_ID` | Amazon Bedrock (Claude) |
190| `AWS_SECRET_ACCESS_KEY` | Amazon Bedrock (Claude) |
191| `AWS_REGION` | Amazon Bedrock (Claude) |
192| `AWS_PROFILE` | Amazon Bedrock (Custom Profile) |
193| `AWS_BEARER_TOKEN_BEDROCK` | Amazon Bedrock |
194| `AZURE_OPENAI_API_ENDPOINT` | Azure OpenAI models |
195| `AZURE_OPENAI_API_KEY` | Azure OpenAI models (optional when using Entra ID) |
196| `AZURE_OPENAI_API_VERSION` | Azure OpenAI models |
197
198### By the Way
199
200Is there a provider you’d like to see in Crush? Is there an existing model that needs an update?
201
202Crush’s default model listing is managed in [Catwalk](https://github.com/charmbracelet/catwalk), a community-supported, open source repository of Crush-compatible models, and you’re welcome to contribute.
203
204<a href="https://github.com/charmbracelet/catwalk"><img width="174" height="174" alt="Catwalk Badge" src="https://github.com/user-attachments/assets/95b49515-fe82-4409-b10d-5beb0873787d" /></a>
205
206## Configuration
207
208Crush runs great with no configuration. That said, if you do need or want to
209customize Crush, configuration can be added either local to the project itself,
210or globally, with the following priority:
211
2121. `.crush.json`
2132. `crush.json`
2143. `$HOME/.config/crush/crush.json`
215
216Configuration itself is stored as a JSON object:
217
218```json
219{
220 "this-setting": { "this": "that" },
221 "that-setting": ["ceci", "cela"]
222}
223```
224
225As an additional note, Crush also stores ephemeral data, such as application state, in one additional location:
226
227```bash
228# Unix
229$HOME/.local/share/crush/crush.json
230
231# Windows
232%LOCALAPPDATA%\crush\crush.json
233```
234
235### LSPs
236
237Crush can use LSPs for additional context to help inform its decisions, just
238like you would. LSPs can be added manually like so:
239
240```json
241{
242 "$schema": "https://charm.land/crush.json",
243 "lsp": {
244 "go": {
245 "command": "gopls",
246 "env": {
247 "GOTOOLCHAIN": "go1.24.5"
248 }
249 },
250 "typescript": {
251 "command": "typescript-language-server",
252 "args": ["--stdio"]
253 },
254 "nix": {
255 "command": "nil"
256 }
257 }
258}
259```
260
261### MCPs
262
263Crush also supports Model Context Protocol (MCP) servers through three
264transport types: `stdio` for command-line servers, `http` for HTTP endpoints,
265and `sse` for Server-Sent Events. Environment variable expansion is supported
266using `$(echo $VAR)` syntax.
267
268```json
269{
270 "$schema": "https://charm.land/crush.json",
271 "mcp": {
272 "filesystem": {
273 "type": "stdio",
274 "command": "node",
275 "args": ["/path/to/mcp-server.js"],
276 "timeout": 120,
277 "disabled": false,
278 "env": {
279 "NODE_ENV": "production"
280 }
281 },
282 "github": {
283 "type": "http",
284 "url": "https://api.githubcopilot.com/mcp/",
285 "timeout": 120,
286 "disabled": false,
287 "headers": {
288 "Authorization": "Bearer $GH_PAT"
289 }
290 },
291 "streaming-service": {
292 "type": "sse",
293 "url": "https://example.com/mcp/sse",
294 "timeout": 120,
295 "disabled": false,
296 "headers": {
297 "API-Key": "$(echo $API_KEY)"
298 }
299 }
300 }
301}
302```
303
304### Ignoring Files
305
306Crush respects `.gitignore` files by default, but you can also create a
307`.crushignore` file to specify additional files and directories that Crush
308should ignore. This is useful for excluding files that you want in version
309control but don't want Crush to consider when providing context.
310
311The `.crushignore` file uses the same syntax as `.gitignore` and can be placed
312in the root of your project or in subdirectories.
313
314### Allowing Tools
315
316By default, Crush will ask you for permission before running tool calls. If
317you'd like, you can allow tools to be executed without prompting you for
318permissions. Use this with care.
319
320```json
321{
322 "$schema": "https://charm.land/crush.json",
323 "permissions": {
324 "allowed_tools": [
325 "view",
326 "ls",
327 "grep",
328 "edit",
329 "mcp_context7_get-library-doc"
330 ]
331 }
332}
333```
334
335You can also skip all permission prompts entirely by running Crush with the
336`--yolo` flag. Be very, very careful with this feature.
337
338### Initialization
339
340When you initialize a project, Crush analyzes your codebase and creates
341a context file that helps it work more effectively in future sessions.
342By default, this file is named `AGENTS.md`, but you can customize the
343name and location with the `initialize_as` option:
344
345```json
346{
347 "$schema": "https://charm.land/crush.json",
348 "options": {
349 "initialize_as": "AGENTS.md"
350 }
351}
352```
353
354This is useful if you prefer a different naming convention or want to
355place the file in a specific directory (e.g., `CRUSH.md` or
356`docs/LLMs.md`). Crush will fill the file with project-specific context
357like build commands, code patterns, and conventions it discovered during
358initialization.
359
360### Attribution Settings
361
362By default, Crush adds attribution information to Git commits and pull requests
363it creates. You can customize this behavior with the `attribution` option:
364
365```json
366{
367 "$schema": "https://charm.land/crush.json",
368 "options": {
369 "attribution": {
370 "trailer_style": "co-authored-by",
371 "generated_with": true
372 }
373 }
374}
375```
376
377- `trailer_style`: Controls the attribution trailer added to commit messages
378 (default: `assisted-by`)
379 - `assisted-by`: Adds `Assisted-by: [Model Name] via Crush <crush@charm.land>`
380 (includes the model name)
381 - `co-authored-by`: Adds `Co-Authored-By: Crush <crush@charm.land>`
382 - `none`: No attribution trailer
383- `generated_with`: When true (default), adds `💘 Generated with Crush` line to
384 commit messages and PR descriptions
385
386### Custom Providers
387
388Crush supports custom provider configurations for both OpenAI-compatible and
389Anthropic-compatible APIs.
390
391> [!NOTE]
392> Note that we support two "types" for OpenAI. Make sure to choose the right one
393> to ensure the best experience!
394> * `openai` should be used when proxying or routing requests through OpenAI.
395> * `openai-compat` should be used when using non-OpenAI providers that have OpenAI-compatible APIs.
396
397#### OpenAI-Compatible APIs
398
399Here’s an example configuration for Deepseek, which uses an OpenAI-compatible
400API. Don't forget to set `DEEPSEEK_API_KEY` in your environment.
401
402```json
403{
404 "$schema": "https://charm.land/crush.json",
405 "providers": {
406 "deepseek": {
407 "type": "openai-compat",
408 "base_url": "https://api.deepseek.com/v1",
409 "api_key": "$DEEPSEEK_API_KEY",
410 "models": [
411 {
412 "id": "deepseek-chat",
413 "name": "Deepseek V3",
414 "cost_per_1m_in": 0.27,
415 "cost_per_1m_out": 1.1,
416 "cost_per_1m_in_cached": 0.07,
417 "cost_per_1m_out_cached": 1.1,
418 "context_window": 64000,
419 "default_max_tokens": 5000
420 }
421 ]
422 }
423 }
424}
425```
426
427#### Anthropic-Compatible APIs
428
429Custom Anthropic-compatible providers follow this format:
430
431```json
432{
433 "$schema": "https://charm.land/crush.json",
434 "providers": {
435 "custom-anthropic": {
436 "type": "anthropic",
437 "base_url": "https://api.anthropic.com/v1",
438 "api_key": "$ANTHROPIC_API_KEY",
439 "extra_headers": {
440 "anthropic-version": "2023-06-01"
441 },
442 "models": [
443 {
444 "id": "claude-sonnet-4-20250514",
445 "name": "Claude Sonnet 4",
446 "cost_per_1m_in": 3,
447 "cost_per_1m_out": 15,
448 "cost_per_1m_in_cached": 3.75,
449 "cost_per_1m_out_cached": 0.3,
450 "context_window": 200000,
451 "default_max_tokens": 50000,
452 "can_reason": true,
453 "supports_attachments": true
454 }
455 ]
456 }
457 }
458}
459```
460
461### Amazon Bedrock
462
463Crush currently supports running Anthropic models through Bedrock, with caching disabled.
464
465- A Bedrock provider will appear once you have AWS configured, i.e. `aws configure`
466- Crush also expects the `AWS_REGION` or `AWS_DEFAULT_REGION` to be set
467- To use a specific AWS profile set `AWS_PROFILE` in your environment, i.e. `AWS_PROFILE=myprofile crush`
468- Alternatively to `aws configure`, you can also just set `AWS_BEARER_TOKEN_BEDROCK`
469
470### Vertex AI Platform
471
472Vertex AI will appear in the list of available providers when `VERTEXAI_PROJECT` and `VERTEXAI_LOCATION` are set. You will also need to be authenticated:
473
474```bash
475gcloud auth application-default login
476```
477
478To add specific models to the configuration, configure as such:
479
480```json
481{
482 "$schema": "https://charm.land/crush.json",
483 "providers": {
484 "vertexai": {
485 "models": [
486 {
487 "id": "claude-sonnet-4@20250514",
488 "name": "VertexAI Sonnet 4",
489 "cost_per_1m_in": 3,
490 "cost_per_1m_out": 15,
491 "cost_per_1m_in_cached": 3.75,
492 "cost_per_1m_out_cached": 0.3,
493 "context_window": 200000,
494 "default_max_tokens": 50000,
495 "can_reason": true,
496 "supports_attachments": true
497 }
498 ]
499 }
500 }
501}
502```
503
504### Local Models
505
506Local models can also be configured via OpenAI-compatible API. Here are two common examples:
507
508#### Ollama
509
510```json
511{
512 "providers": {
513 "ollama": {
514 "name": "Ollama",
515 "base_url": "http://localhost:11434/v1/",
516 "type": "openai-compat",
517 "models": [
518 {
519 "name": "Qwen 3 30B",
520 "id": "qwen3:30b",
521 "context_window": 256000,
522 "default_max_tokens": 20000
523 }
524 ]
525 }
526 }
527}
528```
529
530#### LM Studio
531
532```json
533{
534 "providers": {
535 "lmstudio": {
536 "name": "LM Studio",
537 "base_url": "http://localhost:1234/v1/",
538 "type": "openai-compat",
539 "models": [
540 {
541 "name": "Qwen 3 30B",
542 "id": "qwen/qwen3-30b-a3b-2507",
543 "context_window": 256000,
544 "default_max_tokens": 20000
545 }
546 ]
547 }
548 }
549}
550```
551
552## Logging
553
554Sometimes you need to look at logs. Luckily, Crush logs all sorts of
555stuff. Logs are stored in `./.crush/logs/crush.log` relative to the project.
556
557The CLI also contains some helper commands to make perusing recent logs easier:
558
559```bash
560# Print the last 1000 lines
561crush logs
562
563# Print the last 500 lines
564crush logs --tail 500
565
566# Follow logs in real time
567crush logs --follow
568```
569
570Want more logging? Run `crush` with the `--debug` flag, or enable it in the
571config:
572
573```json
574{
575 "$schema": "https://charm.land/crush.json",
576 "options": {
577 "debug": true,
578 "debug_lsp": true
579 }
580}
581```
582
583## Provider Auto-Updates
584
585By default, Crush automatically checks for the latest and greatest list of
586providers and models from [Catwalk](https://github.com/charmbracelet/catwalk),
587the open source Crush provider database. This means that when new providers and
588models are available, or when model metadata changes, Crush automatically
589updates your local configuration.
590
591### Disabling automatic provider updates
592
593For those with restricted internet access, or those who prefer to work in
594air-gapped environments, this might not be want you want, and this feature can
595be disabled.
596
597To disable automatic provider updates, set `disable_provider_auto_update` into
598your `crush.json` config:
599
600```json
601{
602 "$schema": "https://charm.land/crush.json",
603 "options": {
604 "disable_provider_auto_update": true
605 }
606}
607```
608
609Or set the `CRUSH_DISABLE_PROVIDER_AUTO_UPDATE` environment variable:
610
611```bash
612export CRUSH_DISABLE_PROVIDER_AUTO_UPDATE=1
613```
614
615### Manually updating providers
616
617Manually updating providers is possible with the `crush update-providers`
618command:
619
620```bash
621# Update providers remotely from Catwalk.
622crush update-providers
623
624# Update providers from a custom Catwalk base URL.
625crush update-providers https://example.com/
626
627# Update providers from a local file.
628crush update-providers /path/to/local-providers.json
629
630# Reset providers to the embedded version, embedded at crush at build time.
631crush update-providers embedded
632
633# For more info:
634crush update-providers --help
635```
636
637## Metrics
638
639Crush records pseudonymous usage metrics (tied to a device-specific hash),
640which maintainers rely on to inform development and support priorities. The
641metrics include solely usage metadata; prompts and responses are NEVER
642collected.
643
644Details on exactly what’s collected are in the source code ([here](https://github.com/charmbracelet/crush/tree/main/internal/event)
645and [here](https://github.com/charmbracelet/crush/blob/main/internal/llm/agent/event.go)).
646
647You can opt out of metrics collection at any time by setting the environment
648variable by setting the following in your environment:
649
650```bash
651export CRUSH_DISABLE_METRICS=1
652```
653
654Or by setting the following in your config:
655
656```json
657{
658 "options": {
659 "disable_metrics": true
660 }
661}
662```
663
664Crush also respects the [`DO_NOT_TRACK`](https://consoledonottrack.com)
665convention which can be enabled via `export DO_NOT_TRACK=1`.
666
667## A Note on Claude Max and GitHub Copilot
668
669Crush only supports model providers through official, compliant APIs. We do not
670support or endorse any methods that rely on personal Claude Max and GitHub
671Copilot accounts or OAuth workarounds, which violate Anthropic and
672Microsoft’s Terms of Service.
673
674We’re committed to building sustainable, trusted integrations with model
675providers. If you’re a provider interested in working with us,
676[reach out](mailto:vt100@charm.sh).
677
678## Contributing
679
680See the [contributing guide](https://github.com/charmbracelet/crush?tab=contributing-ov-file#contributing).
681
682## Whatcha think?
683
684We’d love to hear your thoughts on this project. Need help? We gotchu. You can find us on:
685
686- [Twitter](https://twitter.com/charmcli)
687- [Slack](https://charm.land/slack)
688- [Discord][discord]
689- [The Fediverse](https://mastodon.social/@charmcli)
690- [Bluesky](https://bsky.app/profile/charm.land)
691
692[discord]: https://charm.land/discord
693
694## License
695
696[FSL-1.1-MIT](https://github.com/charmbracelet/crush/raw/main/LICENSE.md)
697
698---
699
700Part of [Charm](https://charm.land).
701
702<a href="https://charm.land/"><img alt="The Charm logo" width="400" src="https://stuff.charm.sh/charm-banner-next.jpg" /></a>
703
704<!--prettier-ignore-->
705Charm热爱开源 • Charm loves open source