Project Knowledge

TEN-framework/ten-framework

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

agent_frameworkaimulti-modalreal-timevideovoice
TypeProject / implementation
Difficultyintermediate
LanguagePython
LicenseNOASSERTION

TL;DR

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

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

Install

Run with Docker using the repository's container instructions.

dockervercelserverlesslibrary_only

Good For

build agents with ten-framework
orchestrate LLM tools
prototype autonomous workflows

Not Good For

edge-only Cloudflare Workers deployment without adaptation
users expecting a complete hosted product
simple prompt-only apps
Git.Top Score89/100
Agent Score85/100
Maintenance67
Stability90
Quality46/100

Best Use

build agents with ten-framework

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, vercel, serverless

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

Best Alternative

livekit/agents: library_only, local

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 2026-07-08; metrics 2026-07-08

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-07-08T09:01:11.540Z
Metrics calculated2026-07-08T09:01:11.540Z

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: python.

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
livekit/agentsUse livekit/agents when the user needs a agent framework project with library_only, local, cloud deployment options.
langchain-ai/langchainUse langchain-ai/langchain when the user needs a agent framework project with docker, library_only, local deployment options.
crewAIInc/crewAIUse crewAIInc/crewAI when the user needs a agent framework project with library_only, local, cloud deployment options.
Significant-Gravitas/AutoGPTUse Significant-Gravitas/AutoGPT when the user needs a agent framework project with docker, library_only, local deployment options.
agno-agi/agnoUse agno-agi/agno when the user needs a agent framework project with docker, local, cloud deployment options.

Related Projects

Adjacent ecosystem projects

JSON
omnigent-ai/omnigentUse omnigent-ai/omnigent when the user needs a agent framework project with docker, kubernetes, serverless deployment options. Shared agent framework category and docker deployment context.
charmbracelet/crushUse charmbracelet/crush when the user needs a agent framework project with vercel, serverless, library_only deployment options. Shared agent framework category and vercel deployment context.
livekit/agentsUse livekit/agents when the user needs a agent framework project with library_only, local, cloud deployment options. Shared agent framework category and library_only deployment context.
webjsdev/webjsUse webjsdev/webjs when the user needs a agent framework project with docker, vercel, serverless deployment options. Shared agent framework category and docker deployment context.
chroma-core/chromaUse chroma-core/chroma when the user needs a agent framework project with docker, serverless, library_only deployment options. Shared agent framework category and docker deployment context.
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.

Deploy

Supported deployment paths

dockervercelserverlesslibrary_onlylocal

Compatible With

Inferred dependencies and protocols

LLM provider

Use Cases

Where agents should consider it

build agents with ten-frameworkorchestrate LLM toolsprototype autonomous workflows

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. Matched "npm install" in repository content.
Difficulty: mediumNo strong beginner or advanced signal found; defaulting to intermediate.
Cloudflare Ready: highRuntime blocker: python. No Cloudflare deployment signal detected.

Compare

langchain-ai/langchain leads this context

JSON
ProjectStarsAgentLocalCloudflareScore
TEN-framework/ten-framework10,860YesYesNo85
livekit/agents11,185YesYesNo85
langchain-ai/langchain141,365YesYesNo90
crewAIInc/crewAI55,208YesYesNo87