Google PageRank for AI agents. 25,000+ tools indexed.

shiro MCP Server

tuanca2503/shiro

Score: 51.4 Rank #4574 AI Tool
Are you the maintainer of tuanca2503/shiro? Claim this listing →

A self-hosted LLM engine with an agentic tool-calling loop — runs a local model as a persistent server and lets it reason about when to call external tools to answer questions it can't from its own weights.

Add AgentRank to Claude Code Discover and compare tools like tuanca2503/shiro — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

tuanca2503/shiro is a C++ agent tool. A self-hosted LLM engine with an agentic tool-calling loop — runs a local model as a persistent server and lets it reason about when to call external tools to answer questions it can't from its own weights.

Ranked #4574 out of 24850 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

C++ No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License None

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

AgentRank score for tuanca2503/shiro
[![AgentRank](https://agentrank-ai.com/api/badge/tool/tuanca2503--shiro)](https://agentrank-ai.com/tool/tuanca2503--shiro/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/tuanca2503--shiro/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/tuanca2503--shiro" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="tuanca2503/shiro"></script>

Matched Queries

"agent tool"

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.