Security Notice: 이 구현의 위험과 무장한 제한이 있습니다. 사용하기 전에 SECURITY.md을 참조하십시오.

[! 중요] PromptGuard는 이 서버에 묶지 않습니다. 매일 jellyfish-mcp을 사용하기 전에 설정하는 것이 좋습니다. - 사용하기 전에 설정 및 SECURITY.md에 대한 PROMPTGUARD.md를 참조하십시오.

개요

Jellyfish의 API에서 데이터를 검색하고 분석하기위한 모델 Context Protocol 서버. 이 서버는 Jellyfish 인스턴스와 상호 작용하기 위해 호스트 (예: Claude Desktop 또는 Cursor)를 허용하며, Jellyfish API를 통해 엔지니어링 메트릭, 팀 데이터 및 기타 정보에 대해 자연 언어 쿼리를 활성화합니다.

Jellyfish MCP가 연결되면 Jellyfish 데이터에 대한 질문을 할 수 있습니다.

• “5 월 2026에서 우리의 회사 미터는 무엇입니까?”
• “내 조직의 팀 목록을 얻을 수 있습니까?”
• “마지막 달의 언링크 풀 요청은 무엇입니까?”

설치

**INSTALL.md ** 전체 설정 가이드. 빠른 링크:

• Claude Desktop - .mcpb] 확장을 다운로드 한 다음 설치를 더블 클릭
• Claude Code, Cursor, VSCode - npx jellyfish-mcp-server@latest (권장) 또는 Docker

개발

Jellyfish MCP Server

Security Notice: There are known risks and inherent limitations in this implementation. Refer to SECURITY.md before using.

[!IMPORTANT] PromptGuard is not bundled with this server. We recommend configuring it before using jellyfish-mcp daily — see PROMPTGUARD.md for setup and SECURITY.md before using.

Overview

A Model Context Protocol server for retrieving and analyzing data from Jellyfish’s API. This server allows a host (e.g. Claude Desktop or Cursor) to interact with your Jellyfish instance, enabling natural language queries about your engineering metrics, team data, and other information available through the Jellyfish API.

Once you have the Jellyfish MCP connected, you can ask questions about your Jellyfish data, such as:

• “What were our company metrics in May 2026?”
• “Can you get a list of my organization’s teams?”
• “What are the unlinked pull requests for the last month?”

Install

See INSTALL.md for the full setup guide. Quick links:

• Claude Desktop — download the .mcpb extension, then double-click to install
• Claude Code, Cursor, VSCode — npx jellyfish-mcp-server@latest (recommended) or Docker

Develop

Want to modify the source or run from a local clone? See DEVELOPMENT.md.

Tools and Resources

The server provides several tools for interacting with the Jellyfish API. Each tool corresponds to a specific Jellyfish API endpoint and allows you to retrieve or search for data as described in the API.

General

• api_schema - Retrieves the complete API schema with all available API endpoints
• get_current_date - Returns today’s date in the specified timezone

AI Impact

• ai_company_adoption_analytics
• ai_company_impact_analytics
• ai_person_adoption
• ai_person_adoption_analytics
• ai_team_adoption_analytics
• ai_team_impact_analytics

Allocations

• allocations_by_person
• allocations_by_team
• allocations_by_investment_category
• allocations_by_investment_category_person
• allocations_by_investment_category_team
• allocations_by_work_category
• allocations_by_work_category_person
• allocations_by_work_category_team
• allocations_filter_fields
• allocations_summary_by_investment_category
• allocations_summary_by_work_category

Delivery