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jdatamunch-mcp MCP Server

jgravelle/jdatamunch-mcp

Score: 66.3 ↓ 3.8% Rank #4829 MCP Server
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Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.

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claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

jgravelle/jdatamunch-mcp is a Python MCP server. Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.

Ranked #4829 out of 24846 indexed tools.

Ecosystem

Python NOASSERTION 191 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 82

82 stars → early stage

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

Issue Health 25% 100%

3/3 issues closed → responsive maintainer

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 191/wk

191 weekly installs → early adoption

Forks 21
Description Good
License NOASSERTION

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

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

License low impact

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

Freshness high impact

Last commit was 71 days ago — a recent commit would boost your freshness score

Install in your agent

claude mcp add jdatamunch-mcp -- uvx jdatamunch_mcp
codex mcp add jdatamunch-mcp -- uvx jdatamunch_mcp
{"mcpServers":{"jdatamunch-mcp":{"command":"uvx","args":["jdatamunch_mcp"]}}}
hermes mcp add jdatamunch-mcp --command uvx --args jdatamunch_mcp

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Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-servertopic:model-context-protocol

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