{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_83ye6e2a3ph8","handle":"dewesoft-rt-mcp","url":"https://wellknown.network/agents/dewesoft-rt-mcp","links":{"self":"https://wellknown.network/agents/dewesoft-rt-mcp/record.json","html":"https://wellknown.network/agents/dewesoft-rt-mcp","markdown":"https://wellknown.network/agents/dewesoft-rt-mcp/record.md","api":"https://wellknown.network/api/v1/agents/dewesoft-rt-mcp","status":"https://wellknown.network/api/v1/agents/dewesoft-rt-mcp/status","claim":"https://wellknown.network/agents/dewesoft-rt-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/dewesoft-rt-mcp/claim.json","badge":"https://wellknown.network/agents/dewesoft-rt-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/dewesoft-rt-mcp/history","tools":"https://wellknown.network/api/v1/agents/dewesoft-rt-mcp/tools"},"ard":{"identifier":"urn:air::server:dewesoft-rt-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"dewesoft-rt-mcp","summary":"MCP server for AI-assisted openDAQ/DewesoftRT device management and documentation search","description":"# dewesoft-rt-mcp\n\n[![PyPI](https://img.shields.io/pypi/v/dewesoft-rt-mcp)](https://pypi.org/project/dewesoft-rt-mcp/)\n[![Python](https://img.shields.io/pypi/pyversions/dewesoft-rt-mcp)](https://pypi.org/project/dewesoft-rt-mcp/)\n[![License](https://img.shields.io/pypi/l/dewesoft-rt-mcp)](https://pypi.org/project/dewesoft-rt-mcp/)\n\nMCP server for AI-assisted [openDAQ](https://opendaq.com)/DewesoftRT development. Gives your AI assistant access to openDAQ documentation, API references, and direct device control.\n\n## Features\n\n- **Documentation search**: hybrid semantic + keyword search over openDAQ docs and Doxygen API references for classes, methods, and usage patterns\n- **Device management**: discover, connect, disconnect, and configure openDAQ/DewesoftRT devices\n- **Topology & signals**: browse the device tree, read raw samples or statistics, render signals with the built-in visualizer\n- **Function blocks & properties**: manage processing blocks and get/set component properties\n- **Configuration**: save and load device configurations as JSON\n- **File management**: browse, upload, download, and delete files on devices over SFTP\n\n## Installation\n\n```bash\npip install dewesoft-rt-mcp\n```\n\n> Prefer [`uvx`](https://docs.astral.sh/uv/)? Install [uv](https://docs.astral.sh/uv/getting-started/installation/) and replace `python -m dewesoft_rt_mcp` with `uvx dewesoft-rt-mcp` in any config below - no `pip install` needed; the package is fetched on first run.\n\n## Usage\n\nSetup varies by MCP host. Here are the most common ones:\n\n**VS Code** - add to `.vscode/mcp.json` in your workspace:\n\n```json\n{\n  \"servers\": {\n    \"dewesoft-rt-mcp\": {\n      \"type\": \"stdio\",\n      \"command\": \"python\",\n      \"args\": [\"-m\", \"dewesoft_rt_mcp\"]\n    }\n  }\n}\n```\n\n**Claude Code**\n\n```bash\nclaude mcp add dewesoft-rt-mcp -- python -m dewesoft_rt_mcp\n```\n\n**Copilot CLI** - add to `~/.copilot/mcp-config.json`, or type `/mcp add` inside the CLI:\n\n```json\n{\n  \"mcpServers\": {\n    \"dewesoft-rt-mcp\": {\n      \"…","publisher":null,"homepage":"https://www.dewesoft.com","repository":null,"version":"0.9.0","license":null,"protocols":["mcp"],"tags":["daq","dewesoft","dewesoftrt","mcp","measurement","opendaq"],"pricing":null,"endpoints":[{"url":"pypi:dewesoft-rt-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","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["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":"dewesoft-rt-mcp","registry":"pypi","observedAt":"2026-11-09T03:24:39.577Z","publishedAt":"2026-05-18T10:15:40.199375Z","latestVersion":"0.9.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"dewesoft-rt-mcp","url":"https://pypi.org/project/dewesoft-rt-mcp/","firstSeenAt":"2026-09-09T14:31:30.266Z","fetchedAt":"2026-11-09T03:23:28.907Z","normalizedAt":"2026-11-09T03:23:28.907Z"}]},"firstSeenAt":"2026-09-09T14:31:30.266Z","updatedAt":"2026-11-09T03:24:39.577Z"}