Project Knowledge

langchain-ai/open-swe

Use langchain-ai/open-swe when the user needs a coding agent project with docker, library-only, local deployment options.

TypeProject / implementation

Difficultyintermediate

LanguagePython

LicenseMIT

TL;DR

Use langchain-ai/open-swe when the user needs a coding agent project with docker, library-only, local deployment options.

Install

Run with Docker using the repository's container instructions.

Good For

build AI coding assistants

automate developer workflows

integrate codebase-aware agents

Not Good For

edge-only Cloudflare Workers deployment without adaptation

users expecting a complete hosted product

static documentation sites

Git.Top Score93/100

Agent Score85/100

Maintenance80

Stability90

Quality44/100

Best Use

build AI coding assistants

Primary situation where this project is a good shortlist candidate.

Watch Out

edge-only Cloudflare Workers deployment without adaptation

Main reason to compare alternatives before adopting it.

Deployment Fit

docker, library_only, local

Git.Top did not classify this as Cloudflare-ready. Evidence: Runtime blocker: python, filesystem.

Best Alternative

ollama/ollama: docker, kubernetes

Compare this option when the target stack or language preference differs.

Confidence

2/4 classification signals high; 3 quality signals complete or snapshot

Classification evidence and quality signal confidence should be checked before production recommendations.

Freshness

Repo 2026-09-20; metrics 2026-09-20

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-09-20T10:01:09.078Z

Metrics calculated2026-09-20T10:01:09.078Z

Scoring

Quality and agent score are separate

Quality score weights star movement, commits, releases, contributors, and issue response. Agent score weights documentation, maintenance, deployment, popularity, and community.

Confidence

Signal confidence

Stars 30dsnapshot

Commits 30dpartial

Releases 180dcomplete

Contributors 90dcomplete

Badge

Agent Score badge

Embed a lightweight SVG badge for this repository.

Project Type

Project / implementation

This repository is treated as an implementation project. Compare its deployment fit, maintenance, and alternatives before adopting it.

Cloudflare Readiness

No Cloudflare-ready signal

Git.Top did not classify this as Cloudflare-ready. Evidence: Runtime blocker: python, filesystem.

Selection Guidance

Use the evidence before choosing

Treat this page as a shortlist input. Confirm source metadata, classification confidence, deployment evidence, and current repository activity before making a production recommendation.

Alternatives

Comparable projects

JSON

ollama/ollamaUse ollama/ollama when the user needs a coding agent project with docker, kubernetes, library-only deployment options.

github/spec-kitUse github/spec-kit when the user needs a coding agent project with local, cloud deployment options.

OpenHands/OpenHandsUse OpenHands/OpenHands when the user needs a coding agent project with docker, vercel, serverless deployment options.

sgl-project/sglangUse sgl-project/sglang when the user needs a coding agent project with docker, local, cloud deployment options.

generalaction/emdashUse generalaction/emdash when the user needs a coding agent project with docker, local, cloud deployment options.

Related Projects

Adjacent ecosystem projects

JSON

jwadow/kiro-gatewayUse jwadow/kiro-gateway when the user needs a coding agent project with docker, library-only, local deployment options. Shared coding agent category and docker deployment context.

nottelabs/notteUse nottelabs/notte when the user needs a coding agent project with library-only, local, cloud deployment options. Shared coding agent category and library_only deployment context.

kittors/CliRelayUse kittors/CliRelay when the user needs a coding agent project with docker, library-only, local deployment options. Shared coding agent category and docker deployment context.

Nano-Collective/nanocoderUse Nano-Collective/nanocoder when the user needs a coding agent project with docker, library-only, local deployment options. Shared coding agent category and docker deployment context.

askalf/darioUse askalf/dario when the user needs a coding agent project with docker, kubernetes, library-only deployment options. Shared coding agent category and docker deployment context.

agentforce314/clawcodexUse agentforce314/clawcodex when the user needs a coding agent project with library-only, local, cloud deployment options. Shared coding agent category and library_only deployment context.

Deploy

Supported deployment paths

Compatible With

Inferred dependencies and protocols

Use Cases

Where agents should consider it

Classification Evidence

Why Git.Top categorized this project

Full JSON

Category: mediumMatched "coding agent" in metadata.

Deployment: highFound Docker configuration file. Matched "npm install" in repository content.

Difficulty: mediumNo strong beginner or advanced signal found; defaulting to intermediate.

Cloudflare Ready: highRuntime blocker: python, filesystem. No Cloudflare deployment signal detected.

Compare

ollama/ollama leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

langchain-ai/open-swe10,738YesYesNo85

ollama/ollama181,234YesYesNo92

github/spec-kit138,018YesYesNo86

OpenHands/OpenHands88,584YesYesNo92