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log-context-mcp MCP Server

lorenzoc25/log-context-mcp

Score: 25.3 Rank #24701 MCP Server
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An MCP server that sits between raw logs and the LLM context window. Instead of dumping thousands of log lines into the context (burning tokens on noise), the coding agent calls `log_ingest` and gets back a structured, deduplicated summary in ~500-2000 tokens. It can then drill down into specific patterns on demand.

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Overview

lorenzoc25/log-context-mcp is a Python MCP server licensed under MIT. An MCP server that sits between raw logs and the LLM context window. Instead of dumping thousands of log lines into the context (burning tokens on noise), the coding agent calls `log_ingest` and gets back a structured, deduplicated summary in ~500-2000 tokens. It can then drill down into specific patterns on demand.

Ranked #24701 out of 24850 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 6mo ago

Last commit 6mo 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 0
Description Detailed
License MIT

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

How to Improve

Freshness high impact

Last commit was 195 days ago — a recent commit would boost your freshness score

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

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AgentRank score for lorenzoc25/log-context-mcp
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Matched Queries

"mcp server""mcp-server"

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