{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_t5mmp5fhxrtu","handle":"deephaven-mcp","url":"https://wellknown.network/agents/deephaven-mcp","links":{"self":"https://wellknown.network/agents/deephaven-mcp/record.json","html":"https://wellknown.network/agents/deephaven-mcp","markdown":"https://wellknown.network/agents/deephaven-mcp/record.md","api":"https://wellknown.network/api/v1/agents/deephaven-mcp","status":"https://wellknown.network/api/v1/agents/deephaven-mcp/status","claim":"https://wellknown.network/agents/deephaven-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/deephaven-mcp/claim.json","badge":"https://wellknown.network/agents/deephaven-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/deephaven-mcp/history","tools":"https://wellknown.network/api/v1/agents/deephaven-mcp/tools"},"ard":{"identifier":"urn:air::server:deephaven-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"deephaven-mcp","summary":"Unified Python package providing Model Context Protocol (MCP) servers for Deephaven: orchestrate Community Core data workers and power Documentation Q&A with LLMs. Supports AI-driven data workflows and agentic documentation assistance in a single deployable package.","description":"# deephaven-mcp\n\n[![PyPI](https://img.shields.io/pypi/v/deephaven-mcp)](https://pypi.org/project/deephaven-mcp/)\n[![License](https://img.shields.io/github/license/deephaven/deephaven-mcp)](https://github.com/deephaven/deephaven-mcp/blob/main/LICENSE)\n[![Build Status](https://img.shields.io/github/actions/workflow/status/deephaven/deephaven-mcp/unit-tests.yml?branch=main)](https://github.com/deephaven/deephaven-mcp/actions/workflows/unit-tests.yml)\n\n> **The `dhcli` command-line tool is under rapid development.** Command\n> names, flags, and output shapes can change without notice, so an\n> upgrade may break scripts written against them — pin a version if you\n> need stability. AI agents need no such care: `dhcli` describes itself\n> at runtime through `dhcli agents tree` and `--agents`, so an agent that\n> reads that manifest adapts to the changes on its own.\n\n## Table of Contents\n\n- [Overview](#overview)\n- [Key Use Cases](#key-use-cases)\n- [Quick Start](#quick-start)\n  - [Install Deephaven MCP](#install-deephaven-mcp)\n  - [Community Core Quick Start](#community-core-quick-start)\n  - [Enterprise Quick Start](#enterprise-quick-start)\n- [Quick Upgrade](#quick-upgrade)\n- [Deephaven MCP Components](#deephaven-mcp-components)\n- [Available MCP Tools](#available-mcp-tools)\n- [Architecture Diagrams](#architecture-diagrams)\n- [Prerequisites](#prerequisites)\n- [Installation & Initial Setup](#installation--initial-setup)\n- [Configuration](#configuration)\n- [AI Tool Setup](#ai-tool-setup)\n- [Troubleshooting](#troubleshooting)\n- [Contributing](#contributing)\n- [Community & Support](#community--support)\n- [License](#license)\n\n---\n\n## Overview\n\n**Supercharge your AI workflows with real-time data.** Deephaven MCP brings the power of [live dataframes](https://deephaven.io) directly to your favorite AI tools — [Claude Desktop](https://claude.ai/download), [Cursor](https://www.cursor.com/), [VS Code (GitHub Copilot)](https://code.visualstudio.com/docs/copilot/overview), [Windsurf](https://…","publisher":null,"homepage":"https://deephaven.io/docs/","repository":"https://github.com/deephaven/deephaven-mcp/issues","version":"2.1.0","license":"Apache-2.0","protocols":["mcp"],"tags":["deephaven","mcp","model-context-protocol","ai","documentation","llm","orchestration","community-core","docs","q&a"],"pricing":null,"endpoints":[{"url":"pypi:deephaven-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"code.documentation","name":"Code Documentation","confidence":1,"provenance":"declared"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":1,"provenance":"declared"},{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["automation","code","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"deephaven-mcp","registry":"pypi","observedAt":"2026-10-27T23:25:27.934Z","publishedAt":"2026-09-18T15:19:33.130930Z","latestVersion":"2.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"deephaven-mcp","url":"https://pypi.org/project/deephaven-mcp/","firstSeenAt":"2026-09-09T14:31:09.794Z","fetchedAt":"2026-10-27T23:24:16.079Z","normalizedAt":"2026-10-27T23:24:16.079Z"}]},"firstSeenAt":"2026-09-09T14:31:09.794Z","updatedAt":"2026-10-27T23:25:27.934Z"}