{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_p4dxf6yfxczq","handle":"futurehouse-mcp","url":"https://wellknown.network/agents/futurehouse-mcp","links":{"self":"https://wellknown.network/agents/futurehouse-mcp/record.json","html":"https://wellknown.network/agents/futurehouse-mcp","markdown":"https://wellknown.network/agents/futurehouse-mcp/record.md","api":"https://wellknown.network/api/v1/agents/futurehouse-mcp","status":"https://wellknown.network/api/v1/agents/futurehouse-mcp/status","claim":"https://wellknown.network/agents/futurehouse-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/futurehouse-mcp/claim.json","badge":"https://wellknown.network/agents/futurehouse-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/futurehouse-mcp/history","tools":"https://wellknown.network/api/v1/agents/futurehouse-mcp/tools"},"ard":{"identifier":"urn:air::server:futurehouse-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"futurehouse-mcp","summary":"MCP server for FutureHouse platform integration","description":"# FutureHouse MCP Server\n\nA Model Context Protocol (MCP) server for interacting with the [FutureHouse platform](https://platform.futurehouse.org/). This server provides simple, LLM-tailored tools to access FutureHouse's AI agents for scientific research, chemistry tasks, and literature search.\n\n## Features\n\n- **Chemistry Agent (PHOENIX)**: Synthesis planning, molecule design, and cheminformatics\n- **Quick Search Agent (CROW)**: Concise scientific answers with citations\n- **Precedent Search Agent (OWL)**: Determine if anyone has done something in science\n- **Deep Search Agent (FALCON)**: Long reports with many sources for literature reviews\n- **Task Continuation**: Continue previous tasks with follow-up questions\n- **Multiple Transports**: Support for stdio, HTTP, and SSE transports\n\n## Tools TL;DR\n\n| Tool Name | FutureHouse Model | Task Type | Description |\n|-----------|-------------------|-----------|-------------|\n| `futurehouse_chem_agent` | PHOENIX | Chemistry Tasks | Synthesis planning, molecule design, and cheminformatics analysis |\n| `futurehouse_quick_search_agent` | CROW | Concise Search | Produces succinct answers citing scientific data sources |\n| `futurehouse_precedent_search_agent` | OWL | Precedent Search | Determines if anyone has done something in science |\n| `futurehouse_deep_search_agent` | FALCON | Deep Search | Produces long reports with many sources for literature reviews |\n| `futurehouse_continue_task` | All | Task Continuation | Continue a previous task with a follow-up question |\n\n## Installation\n\n```bash\n# Install using uv (recommended)\nuv add futurehouse-mcp\n\n# Or install using pip\npip install futurehouse-mcp\n```\n\n## Configuration\n\n### Get Your API Key\n\nVisit [https://platform.futurehouse.org/](https://platform.futurehouse.org/) to:\n\n1. Create an account or log in\n2. Navigate to your user profile\n3. Generate an API key\n\n### Environment Variables\n\nSet your FutureHouse API key:\n\n```bash\nexport FUTUREHOUSE_API_KEY=\"your_api_key_here\"\n```\n\n###…","publisher":{"name":"Newton Winter","url":null},"homepage":null,"repository":null,"version":"0.2.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:futurehouse-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"research.academic","name":"Academic Research","confidence":0.859,"provenance":"derived"}],"categories":["research"],"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":"futurehouse-mcp","registry":"pypi","observedAt":"2026-11-03T03:26:45.542Z","publishedAt":"2025-11-08T20:34:57.879512Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"futurehouse-mcp","url":"https://pypi.org/project/futurehouse-mcp/","firstSeenAt":"2026-09-09T16:23:08.394Z","fetchedAt":"2026-11-03T03:25:42.542Z","normalizedAt":"2026-11-03T03:25:42.542Z"}]},"firstSeenAt":"2026-09-09T16:23:08.394Z","updatedAt":"2026-11-03T03:26:45.542Z"}