jellyfish-mcp

# Jellyfish MCP Server [](LICENSE) [](https://www.npmjs.com/package/jellyfish-mcp-server) [](https://hub.docker.com/r/jellyfishco/jellyfish-mcp) [](https://github.com/Jellyfish-AI/jellyfish-mcp/releases) > **Security Notice**: There are known risks and inherent limitations in this implementation. Refer to [`SECURITY.md`](SECURITY.md) before using. > [!IMPORTANT] > PromptGuard is not bundled with this server. We recommend configuring it before using `jellyfish-mcp` daily — see [PROMPTGUARD.md](PROMPTGUARD.md) for setup and [SECURITY.md](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](INSTALL.md)** for the full setup guide. Quick links: - **Claude Desktop** — [download the `.mcpb` extension](https://github.com/Jellyfish-AI/jellyfish-mcp/releases/latest/download/jellyfish-mcp.mcpb), 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](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 - `get_api_schema` - Retrieves the complete API schema with all available API endpoints ### 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 - `deliverable_details` - `deliverable_scope_and_effort_history` - `work_categories` - `work_category_contents` ### DevEx - `devex_insights_by_team` ### Metrics - `company_metrics` - `person_metrics` - `team_metrics` - `team_sprint_summary` - `unlinked_pull_requests` ### People - `list_engineers` - `search_people` ### Teams - `list_teams` - `search_teams` ### Help Center - `search_articles` - `get_article` ## License This code is distributed under the MIT license. See [LICENSE](LICENSE).