Jellyfish MCP server
Jellyfish MCP server. That is what the jellyfish mcp server brings to an AI assistant: the same capability, reachable through the Model Context Protocol rather than a separate app or dashboard.
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.
The server publishes 8 tools. What each one is for:
General — The General tool exposed by this serverAllocations — The Allocations tool exposed by this serverDelivery — The Delivery tool exposed by this serverDevEx — The DevEx tool exposed by this serverMetrics — The Metrics tool exposed by this serverPeople — The People tool exposed by this serverTeams — The Teams tool exposed by this serverDashboards — The Dashboards tool exposed by this serverThe server ships on npm as jellyfish-mcp-server, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.
Among the team communication options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Jellyfish's toolset — General, Allocations, Delivery and 5 more — is a fair guide to whether it matches your workflow. It is maintained by Jellyfish-AI; worth a glance at recent repository activity before you build anything load-bearing on it.
This entry was verified against Jellyfish's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.
| Tool | What it does |
|---|---|
| General | The General tool exposed by this server. |
| Allocations | The Allocations tool exposed by this server. |
| Delivery | The Delivery tool exposed by this server. |
| DevEx | The DevEx tool exposed by this server. |
| Metrics | The Metrics tool exposed by this server. |
| People | The People tool exposed by this server. |
| Teams | The Teams tool exposed by this server. |
| Dashboards | The Dashboards tool exposed by this server. |
{
"mcpServers": {
"jellyfish": {
"command": "npx",
"args": ["-y", "jellyfish-mcp-server"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
Your assistant inside the workspace — read channels, search history, post messages and tame the noise.
Inbox intelligence — search, read, draft and send Gmail through your assistant with OAuth auto-setup.
Read and write Jira, Confluence, Bitbucket, JSM and Compass from your AI client — with your own permissions.
Read and send Telegram messages through your assistant — chats, channels and history via the client API.
Enables Discord bot integration with Model Context Protocol (MCP) compatible applications like Claude Desktop.
Exposes REST APIs defined by OpenAPI specifications as Model Context Protocol (MCP) tools, facilitating seamless integration into MCP-based workflows.