Project Knowledge

google/mantis

Use google/mantis when the user needs a coding agent project with docker, local, cloud deployment options.

TypeProject / implementation

Difficultybeginner

LanguageUnknown

LicenseApache-2.0

TL;DR

Use google/mantis when the user needs a coding agent project with docker, local, cloud 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

static documentation sites

non-code workflows

Git.Top Score69/100

Agent Score57/100

Maintenance34

Stability70

Quality17/100

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, local, cloud

Git.Top did not classify this as Cloudflare-ready. Evidence: Runtime blocker: docker daemon.

Best Alternative

kstevica/captain-claw: docker, library_only

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

Confidence

1/4 classification signals high; 3 quality signals complete or snapshot

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

Freshness

Repo 2026-07-17; metrics 2026-07-17

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-07-17T02:00:36.246Z

Metrics calculated2026-07-17T02:00:36.246Z

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 30destimated

Commits 30dcomplete

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: docker daemon.

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

kstevica/captain-clawUse kstevica/captain-claw when the user needs a coding agent project with docker, library-only, local deployment options.

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

fujibee/agmsgUse fujibee/agmsg when the user needs a coding agent project with local, cloud deployment options.

asklokesh/loki-modeUse asklokesh/loki-mode when the user needs a coding agent project with docker, library-only, local deployment options.

hex/claude-councilUse hex/claude-council when the user needs a coding agent project with local, cloud deployment options.

Related Projects

Adjacent ecosystem projects

JSON

kstevica/captain-clawUse kstevica/captain-claw when the user needs a coding agent project with docker, library-only, local 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 local deployment context.

asklokesh/loki-modeUse asklokesh/loki-mode when the user needs a coding agent project with docker, library-only, local deployment options. Shared coding agent category and docker deployment context.

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

langchain-ai/open-sweUse langchain-ai/open-swe when the user needs a coding agent project with docker, local, cloud deployment options. Shared coding agent category and docker deployment context.

esengine/DeepSeek-ReasonixUse esengine/DeepSeek-Reasonix when the user needs a coding agent project with local, cloud deployment options. Shared coding agent category and local 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: mediumLocal usage is assumed for open source repositories unless contradicted.

Difficulty: mediumRepository has under 10k stars, so complexity is treated conservatively.

Cloudflare Ready: highRuntime blocker: docker daemon. No Cloudflare deployment signal detected.

Compare

Nano-Collective/nanocoder leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

google/mantis375YesYesNo57

kstevica/captain-claw161YesYesNo67

Nano-Collective/nanocoder2,202YesYesNo83

fujibee/agmsg1,195YesYesNo69