Project Knowledge

MrQianjinsi/agentic-metric

Use MrQianjinsi/agentic-metric when the user needs a coding agent project with library-only, local, cloud deployment options.

TypeProject / implementation

Difficultybeginner

LanguagePython

LicenseMIT

TL;DR

Use MrQianjinsi/agentic-metric when the user needs a coding agent project with library-only, local, cloud deployment options.

Install

Install as a library or package using the repository 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 Score60/100

Agent Score53/100

Maintenance4

Stability55

Quality5/100

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

library_only, local, cloud

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

Best Alternative

last-million/free-llm-hub: cloudflare, serverless

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 2026-08-14; metrics 2026-08-14

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-08-14T04:00:58.732Z

Metrics calculated2026-08-14T04:00:58.732Z

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

last-million/free-llm-hubUse last-million/free-llm-hub when the user needs a coding agent project with cloudflare, serverless, library-only deployment options.

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

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

SirAllap/agentglassUse SirAllap/agentglass when the user needs a coding agent project with docker, local, cloud deployment options.

gradio-app/gradioUse gradio-app/gradio when the user needs a coding agent project with docker, library-only, local deployment options.

Related Projects

Adjacent ecosystem projects

JSON

esengine/DeepSeek-ReasonixUse esengine/DeepSeek-Reasonix when the user needs a coding agent project with library-only, local, cloud deployment options. Shared coding agent category and library_only deployment context.

github/spec-kitUse github/spec-kit when the user needs a coding agent project with library-only, local, cloud deployment options. Shared coding agent category and library_only deployment context.

earendil-works/piUse earendil-works/pi when the user needs a coding agent project with docker, library-only, local deployment options. Shared coding agent category and library_only deployment context.

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

openai/codexUse openai/codex 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 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: highMatched "pip install" in repository content. Matched "library" in repository content.

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

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

Compare

github/spec-kit leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

MrQianjinsi/agentic-metric201YesYesNo53

last-million/free-llm-hub20YesYesYes57

github/spec-kit126,583YesYesNo88

sgl-project/sglang31,764YesYesNo86