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

FireFinder MCP Server

MichaelCodeToLimit/FireFinder

Score: 45.9 Rank #22760 MCP Server
[![AgentRank](https://agentrank-ai.com/api/v1/badge/MichaelCodeToLimit--FireFinder)](https://agentrank-ai.com/tool/MichaelCodeToLimit--FireFinder/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
Are you the maintainer of MichaelCodeToLimit/FireFinder? Claim this listing →

A shared memory of verified fixes for Claude. When someone confirms a fix worked, FireFinder keeps the general problem and solution, so the next person stuck on the same error gets it first. Open-source MCP server, no account or API key.

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

Overview

MichaelCodeToLimit/FireFinder is a TypeScript MCP server licensed under MIT. A shared memory of verified fixes for Claude. When someone confirms a fix worked, FireFinder keeps the general problem and solution, so the next person stuck on the same error gets it first. Open-source MCP server, no account or API key.

Ranked #22760 out of 24845 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

TypeScript MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 0%

0/1 issues closed → many open issues

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 MIT

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

How to Improve

Issue Health high impact

You have 1 open vs 0 closed issues — triaging stale issues improves health

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 MichaelCodeToLimit/FireFinder
[![AgentRank](https://agentrank-ai.com/api/v1/badge/MichaelCodeToLimit--FireFinder)](https://agentrank-ai.com/tool/MichaelCodeToLimit--FireFinder/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/MichaelCodeToLimit--FireFinder/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/MichaelCodeToLimit--FireFinder" 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="MichaelCodeToLimit/FireFinder"></script>

Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-server

Get the weekly AgentRank digest

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