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modelharbor MCP Server

toks-love/modelharbor

Score: 56.3 Rank #8377 Agent Framework
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A self-hosted model library. Download Hugging Face models onto your own storage, pin the revision you want, verify the copy, and keep an eye out for updates. Includes an MCP server and scoped keys for agentic use, and multiple locations and user accounts support enterprise deployments with tiered storage.

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Overview

toks-love/modelharbor is a Python MCP server licensed under MIT. A self-hosted model library. Download Hugging Face models onto your own storage, pin the revision you want, verify the copy, and keep an eye out for updates. Includes an MCP server and scoped keys for agentic use, and multiple locations and user accounts support enterprise deployments with tiered storage.

Ranked #8377 out of 24846 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 6

6 stars → early stage

Freshness 25% 18d ago

Last commit 18d 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 MIT

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 toks-love/modelharbor
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Matched Queries

"mcp server""mcp-server"

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