{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_d6zvdtjh7tsj","handle":"resq-mcp","url":"https://wellknown.network/agents/resq-mcp","links":{"self":"https://wellknown.network/agents/resq-mcp/record.json","html":"https://wellknown.network/agents/resq-mcp","markdown":"https://wellknown.network/agents/resq-mcp/record.md","api":"https://wellknown.network/api/v1/agents/resq-mcp","status":"https://wellknown.network/api/v1/agents/resq-mcp/status","claim":"https://wellknown.network/agents/resq-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/resq-mcp/claim.json","badge":"https://wellknown.network/agents/resq-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/resq-mcp/history","tools":"https://wellknown.network/api/v1/agents/resq-mcp/tools"},"ard":{"identifier":"urn:air::server:resq-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"resq-mcp","summary":"FastMCP server exposing ResQ platform capabilities to AI clients","description":"# ResQ MCP: Disaster Response Intelligence for AI\n\n[![CI](https://img.shields.io/github/actions/workflow/status/resq-software/pypi/ci.yml?branch=main&label=ci&style=flat-square)](https://github.com/resq-software/pypi/actions)\n[![PyPI](https://img.shields.io/pypi/v/resq-mcp?style=flat-square)](https://pypi.org/project/resq-mcp/)\n[![Docker](https://img.shields.io/docker/v/resqsoftware/mcp?label=docker&style=flat-square)](https://hub.docker.com/r/resqsoftware/mcp)\n[![GHCR](https://img.shields.io/badge/ghcr.io-resq--software%2Fmcp-blue?style=flat-square)](https://github.com/resq-software/pypi/pkgs/container/mcp)\n[![License](https://img.shields.io/badge/license-Apache--2.0-blue.svg?style=flat-square)](./LICENSE)\n\nA production-ready Model Context Protocol (MCP) server that connects AI agents to the ResQ platform's robotics, physics simulations, and disaster telemetry.\n\n### Key Features\n\n- **Drone Fleet Command** — Real-time telemetry, sector scanning, and autonomous swarm deployment via the Hybrid Coordination Engine (HCE).\n- **Predictive Intelligence** — Probabilistic disaster forecasting and sector-level vulnerability mapping (PDIE).\n- **Digital Twin Simulations** — Physics-based RL optimization strategies for incident response (DTSOP).\n- **Safe-Mode Execution** — Built-in protection prevents destructive platform mutations by default.\n\n### Requirements\n\n- Python 3.11 or newer\n- VS Code, Cursor, Claude Desktop, or any other MCP client\n\n---\n\n## Getting Started\n\nInstall the ResQ MCP server with your client. The **standard config** works in most tools:\n\n```json\n{\n  \"mcpServers\": {\n    \"resq\": {\n      \"command\": \"uvx\",\n      \"args\": [\"resq-mcp\"],\n      \"env\": {\n        \"RESQ_SAFE_MODE\": \"true\"\n      }\n    }\n  }\n}\n```\n\n<details>\n<summary>VS Code</summary>\n\nA pre-configured [`.vscode/mcp.json`](.vscode/mcp.json) is included in this repo — just open the project and the server is available.\n\nOr install manually. Add to your user or workspace `mcp.json`:\n\n```json\n{\n  \"servers\": …","publisher":{"name":"ResQ Team","url":null},"homepage":null,"repository":"https://github.com/resq-software/pypi/blob/main/CHANGELOG.md","version":"1.2.2","license":"Apache-2.0","protocols":["mcp"],"tags":["disaster-response","drone","fastmcp","mcp","resq"],"pricing":null,"endpoints":[{"url":"pypi:resq-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":0.836,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.779,"provenance":"derived"}],"categories":["automation","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":"resq-mcp","registry":"pypi","observedAt":"2026-10-28T21:26:29.113Z","publishedAt":"2026-03-30T12:00:58.453103Z","latestVersion":"1.2.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"resq-mcp","url":"https://pypi.org/project/resq-mcp/","firstSeenAt":"2026-09-10T11:26:56.014Z","fetchedAt":"2026-10-28T21:25:05.490Z","normalizedAt":"2026-10-28T21:25:05.490Z"}]},"firstSeenAt":"2026-09-10T11:26:56.014Z","updatedAt":"2026-10-28T21:26:29.113Z"}