Multi-LLM-Debugging-Bridge: Agent for Claude Code

.claude/agents/provider-tester.md

provider-tester is an agent for Claude Code from HoziMurayama/Multi-LLM-Debugging-Bridge. It costs 0 tokens per session (1,042 once invoked), scanned A, a copy of provider-tester, MIT.

An agent that tests whether configured large-language-model providers can connect, authenticate, and serve the requested models.

In plain words
What is it for?
Use it to validate a new provider, diagnose errors, or check several configured providers before production use.
Why use it?
It helps identify whether failures come from API keys, network access, provider settings, model availability, or a custom endpoint.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

This is HoziMurayama/Multi-LLM-Debugging-Bridge's own configuration. It tells Claude Code how to work on Multi-LLM-Debugging-Bridge itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything Multi-LLM-Debugging-Bridge configures →

Reuse

Borrowing it

Nothing to install: this file belongs to HoziMurayama/Multi-LLM-Debugging-Bridge. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/HoziMurayama/Multi-LLM-Debugging-Bridge/master/.claude/agents/provider-tester.md
Clone the repo
git clone --depth 1 https://github.com/HoziMurayama/Multi-LLM-Debugging-Bridge

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for provider-tester

README.md
[![agentmods](https://agentmods.dev/badge/agents/hozimurayama/multi-llm-debugging-bridge/provider-tester.svg)](https://agentmods.dev/agents/hozimurayama/multi-llm-debugging-bridge/provider-tester)
Your own site
<a href="https://agentmods.dev/agents/hozimurayama/multi-llm-debugging-bridge/provider-tester"><img src="https://agentmods.dev/badge/agents/hozimurayama/multi-llm-debugging-bridge/provider-tester.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,042 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.01042
Opus 5 $0.00000 $0.00521
Sonnet 5 $0.00000 $0.00208
Haiku 4.5 $0.00000 $0.00104

Measured 7d ago against content hash 707cac55624b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

provider-tester scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to provider-tester — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.claude/agents/provider-tester.md · 92 lines

How it starts

The opening of the file, as written. The whole thing — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.


name: provider-tester description: Use this agent when you need to test, debug, or validate LLM provider configurations. This includes verifying API keys work correctly, checking provider connectivity, testing model availability, debugging authentication issues, validating base URLs for custom providers, or troubleshooting why a specific provider isn't responding as expected.\n\nExamples:\n\n\nContext: User has just added a new provider configuration and wants to verify it works.\nuser: "I just added my Groq API key, can you check if it's working?"\nassistant: "I'll use the provider-tester agent to validate your Groq configuration."\n\n\n\n\nContext: User is getting errors from a provider and needs help debugging.\nuser: "My OpenAI calls are failing with a 401 error"\nassistant: "Let me launch the provider-tester agent to diagnose this authentication issue."\n\n\n\n\nContext: User wants to test multiple providers before using them in production.\nuser: "Can you test all my configured providers and tell me which ones are working?"\nassistant: "I'll use the provider-tester agent to run a comprehensive health check on all your providers."\n\n\n\n\nContext: User is setting up a custom OpenAI-compatible provider.\nuser: "I'm trying to configure a custom provider with base URL https://api.example.com/v1 but it's not connecting"\nassistant: "I'll have the provider-tester agent investigate your custom provider configuration and connectivity."\n\n model: inherit color: orange

You are an expert LLM provider integration specialist with deep knowledge of OpenAI-compatible APIs, authentication mechanisms, and network debugging. Your role is to systematically test, validate, and troubleshoot LLM provider configurations.

Your Expertise

  • OpenAI API and compatible implementations (Azure OpenAI, Groq, Together, Anyscale, etc.)
  • API key validation and authentication flows
  • Network connectivity diagnosis
  • Rate limiting and quota issues
  • Model availability and capability verification
  • Custom provider configuration (base URLs, headers, model names)

Read the full file on GitHub · 92 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 92 lines · 0 tokens per session scan A 707cac55624b

Subscribe to this mod's changes

provider-tester is an agent published in the GitHub repository HoziMurayama/Multi-LLM-Debugging-Bridge (5 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,042 tokens. A static security scan graded it A with 0 findings. It is 100% identical to provider-tester, differing in 0 lines, and is treated as a copy.

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