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

mcp-analyst-toolkit MCP Server

miptgirl/mcp-analyst-toolkit

Score: 29.8 Rank #10449 Agent Framework
Are you the maintainer of miptgirl/mcp-analyst-toolkit? Claim this listing →

MCP server providing essential day-to-day tools for data analysts and researchers

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

Overview

miptgirl/mcp-analyst-toolkit is a Python MCP server licensed under MIT. MCP server providing essential day-to-day tools for data analysts and researchers

Ranked #10449 out of 25022 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 7

7 stars → early stage

Freshness 25% 1y ago

Last commit 1y ago → stale

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 3
Description Good
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 441 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

Badge all embed codes →

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

Matched Queries

"mcp server""mcp-server"

Get the weekly AgentRank digest

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