Project Knowledge

kucherenko/gangsta

Use kucherenko/gangsta when the user needs an agent framework project with vercel, serverless, local deployment options.

TypeProject / implementation

Difficultybeginner

LanguageShell

LicenseMIT

TL;DR

Use kucherenko/gangsta when the user needs an agent framework project with vercel, serverless, local deployment options.

Install

Run the framework according to the repository README or package registry instructions.

Good For

build agents with gangsta

orchestrate LLM tools

prototype autonomous workflows

Not Good For

edge-only Cloudflare Workers deployment without adaptation

simple prompt-only apps

one-shot chat wrappers

Git.Top Score75/100

Agent Score61/100

Maintenance63

Stability100

Quality23/100

Best Use

build agents with gangsta

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

vercel, serverless, local

Git.Top did not classify this as Cloudflare-ready. Evidence: No Cloudflare deployment signal detected.

Best Alternative

cloudflare/agents: cloudflare, serverless

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

Confidence

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

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

Freshness

Repo 2026-07-12; metrics 2026-07-12

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-07-12T17:00:58.045Z

Metrics calculated2026-07-12T17:00:58.045Z

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: No Cloudflare deployment signal detected.

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

cloudflare/agentsUse cloudflare/agents when the user needs an agent framework project with cloudflare, serverless, library-only deployment options. It is marked Cloudflare-ready.

omnigent-ai/omnigentUse omnigent-ai/omnigent when the user needs an agent framework project with docker, kubernetes, serverless deployment options.

chroma-core/chromaUse chroma-core/chroma when the user needs an agent framework project with docker, serverless, library-only deployment options.

charmbracelet/crushUse charmbracelet/crush when the user needs an agent framework project with vercel, serverless, library-only deployment options.

TEN-framework/ten-frameworkUse TEN-framework/ten-framework when the user needs an agent framework project with docker, vercel, serverless deployment options.

Related Projects

Adjacent ecosystem projects

JSON

cacheplane/angular-agent-frameworkUse cacheplane/angular-agent-framework when the user needs a agent framework project with vercel, serverless, library_only deployment options. Shared agent framework category and vercel deployment context.

aaronjmars/aeonUse aaronjmars/aeon when the user needs a agent framework project with vercel, serverless, local deployment options. Shared agent framework category and vercel deployment context.

charmbracelet/crushUse charmbracelet/crush when the user needs an agent framework project with vercel, serverless, library-only deployment options. Shared agent framework category and vercel deployment context.

CopilotKit/CopilotKitUse CopilotKit/CopilotKit when the user needs an agent framework project with docker, library-only, local deployment options. Shared agent framework category and local deployment context.

TEN-framework/ten-frameworkUse TEN-framework/ten-framework when the user needs a agent framework project with docker, vercel, serverless deployment options. Shared agent framework category and vercel deployment context.

omnigent-ai/omnigentUse omnigent-ai/omnigent when the user needs an agent framework project with docker, kubernetes, serverless deployment options. Shared agent framework category and serverless 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: highMatched "agent" in metadata. Matched "agents" in metadata.

Deployment: highMatched "vercel" in repository content. Local usage is assumed for open source repositories unless contradicted.

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

Cloudflare Ready: highNo Cloudflare deployment signal detected. No wrangler.toml found in inspected repository files.

Compare

chroma-core/chroma leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

kucherenko/gangsta63YesYesNo61

cloudflare/agents5,246YesYesYes86

omnigent-ai/omnigent7,111YesYesNo85

chroma-core/chroma28,772YesYesNo90