Project Knowledge

supermemoryai/supermemory

Use supermemoryai/supermemory when the user needs an agent framework project with vercel, serverless, library-only deployment options.

TypeProject / implementation

Difficultyintermediate

LanguageTypeScript

LicenseMIT

TL;DR

Use supermemoryai/supermemory when the user needs an agent framework project with vercel, serverless, library-only deployment options.

Install

Install as a library or package using the repository instructions.

Good For

build agents with supermemory

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 Score95/100

Agent Score88/100

Maintenance82

Stability100

Quality67/100

Best Use

build agents with supermemory

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, library_only

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

Best Alternative

CopilotKit/CopilotKit: docker, library_only

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

Confidence

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

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

Freshness

Repo 2026-08-04; metrics 2026-08-04

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-08-04T08:00:15.617Z

Metrics calculated2026-08-04T08:00:15.617Z

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 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, postgres, 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

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

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

framerslab/agentosUse framerslab/agentos when the user needs an agent framework project with vercel, serverless, library-only deployment options.

vercel/aiUse vercel/ai when the user needs an agent framework project with vercel, serverless, library-only deployment options.

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

Related Projects

Adjacent ecosystem projects

JSON

rivet-dev/agentosUse rivet-dev/agentos when the user needs an agent framework project with docker, vercel, serverless 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.

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

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

langchain-ai/langchainjsUse langchain-ai/langchainjs when the user needs an agent framework project with cloudflare, serverless, vercel deployment options. Shared agent framework category and vercel deployment context.

TEN-framework/ten-frameworkUse TEN-framework/ten-framework when the user needs an agent framework project with docker, vercel, serverless deployment options. Shared agent framework category and vercel 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 "agent" in metadata.

Deployment: highMatched "vercel" in repository content. Matched "pip install" in repository content.

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

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

Compare

CopilotKit/CopilotKit leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

supermemoryai/supermemory28,767YesYesNo88

CopilotKit/CopilotKit36,497YesYesNo88

cloudflare/agents5,355YesYesYes86

framerslab/agentos609YesYesNo69