Is the ibm-multimodal-agentic-mcp-labs MCP server actively maintained?

The ibm-multimodal-agentic-mcp-labs MCP server was last committed 2mo ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

ibm-multimodal-agentic-mcp-labs MCP Server

Name: pumpuni07/ibm-multimodal-agentic-mcp-labs
Rating: 2.2 (1 reviews)
Author: pumpuni07

pumpuni07/ibm-multimodal-agentic-mcp-labs

Score: 31.0 Rank #18209 Data Processing

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LLM data-structuring pipeline with Pydantic validation and JSON auto-repair, plus a complete Model Context Protocol (MCP) stack — FastMCP server, protocol-level client with roots/sampling, and a Gradio ReAct agent host on IBM watsonx.ai Granite. Unit-tested, credentials via env vars.

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Overview

pumpuni07/ibm-multimodal-agentic-mcp-labs is a Python MCP server licensed under MIT. LLM data-structuring pipeline with Pydantic validation and JSON auto-repair, plus a complete Model Context Protocol (MCP) stack — FastMCP server, protocol-level client with roots/sampling, and a Gradio ReAct agent host on IBM watsonx.ai Granite. Unit-tested, credentials via env vars.

Ranked #18209 out of 24850 indexed tools.

Ecosystem

Python MIT

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

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 72 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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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: MIT
Last Commit: 2mo ago

Matched Queries

"model context protocol""model-context-protocol"

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