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multi-agent MCP Server

ShunyiChen/multi-agent

Score: 54.5 Rank #1381 Agent Framework
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OpsPilot AI 是一个多智能体应用,帮助你对基础设施进行实时监控、故障诊断与性能优化。它基于 LangGraph 和 Model Context Protocol 构建,采用集中式 Supervisor(监督者)架构,实现复杂多智能体的统一编排与协同。 平台内集成了面向不同运维场景的专用 AI 智能体,包括用于 Kubernetes 集群管理 和 数据库操作(DBHub) 的专业 Agent。通过 MCP Server 接口,OpsPilot AI 能够获取实时数据、执行自动化分析,并输出结构化洞察与可执行的优化建议,从而实现从“告警感知”到“智能决策”的闭环运维体验。

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Overview

ShunyiChen/multi-agent is a Python MCP server licensed under MIT. OpsPilot AI 是一个多智能体应用,帮助你对基础设施进行实时监控、故障诊断与性能优化。它基于 LangGraph 和 Model Context Protocol 构建,采用集中式 Supervisor(监督者)架构,实现复杂多智能体的统一编排与协同。 平台内集成了面向不同运维场景的专用 AI 智能体,包括用于 Kubernetes 集群管理 和 数据库操作(DBHub) 的专业 Agent。通过 MCP Server 接口,OpsPilot AI 能够获取实时数据、执行自动化分析,并输出结构化洞察与可执行的优化建议,从而实现从“告警感知”到“智能决策”的闭环运维体验。

Ranked #1381 out of 27488 indexed tools.

In the top 6% of all indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 8d ago

Last commit 8d 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 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · 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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Matched Queries

"mcp server""mcp-server""model context protocol""model-context-protocol"

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