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Celmis MCP Server

Celmis-labs/Celmis

Score: 54.1 Rank #10222 MCP Server
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Self-hosted. Your monitoring already told you something broke — Celmis is what happens next: it knows which repository the alert belongs to, and an embedded Claude Code session on your own subscription fixes it and opens a pull request. One symbol graph also answers cross-repo questions, reviews PRs, and exports a CycloneDX SBOM. AGPL-3.0.

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Overview

Celmis-labs/Celmis is a Python tool licensed under AGPL-3.0. Self-hosted. Your monitoring already told you something broke — Celmis is what happens next: it knows which repository the alert belongs to, and an embedded Claude Code session on your own subscription fixes it and opens a pull request. One symbol graph also answers cross-repo questions, reviews PRs, and exports a CycloneDX SBOM. AGPL-3.0.

Ranked #10222 out of 24840 indexed tools.

Ecosystem

Python AGPL-3.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 3

3 stars → early stage

Freshness 25% 9d ago

Last commit 9d ago → recently updated

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 AGPL-3.0

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

How to Improve

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 Celmis-labs/Celmis
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Matched Queries

topic:mcptopic:mcp-server

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