{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_mr8dsrp6v743","handle":"gnuradio-mcp","url":"https://wellknown.network/agents/gnuradio-mcp","links":{"self":"https://wellknown.network/agents/gnuradio-mcp/record.json","html":"https://wellknown.network/agents/gnuradio-mcp","markdown":"https://wellknown.network/agents/gnuradio-mcp/record.md","api":"https://wellknown.network/api/v1/agents/gnuradio-mcp","status":"https://wellknown.network/api/v1/agents/gnuradio-mcp/status","claim":"https://wellknown.network/agents/gnuradio-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/gnuradio-mcp/claim.json","badge":"https://wellknown.network/agents/gnuradio-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/gnuradio-mcp/history","tools":"https://wellknown.network/api/v1/agents/gnuradio-mcp/tools"},"ard":{"identifier":"urn:air::server:gnuradio-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"gnuradio-mcp","summary":"MCP server for GNU Radio — build, validate, run, and export flowgraphs programmatically.","description":"# GR-MCP: GNU Radio MCP Server\n\n[![Python Version](https://img.shields.io/badge/python-3.14%2B-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)\n\n**GR-MCP** is a [FastMCP](https://gofastmcp.com) server for [GNU Radio](https://www.gnuradio.org/) that enables programmatic, automated, and AI-driven creation of GNU Radio flowgraphs. It exposes 80+ MCP tools for building, validating, running, and exporting `.grc` files — plus block development, protocol analysis, and OOT module management.\n\n> **What can you do with it?**\n> - Build and validate flowgraphs programmatically\n> - Generate custom GNU Radio blocks from natural language descriptions\n> - Parse protocol specifications into decoder pipelines\n> - Analyze IQ recordings to detect signal characteristics\n> - Export blocks to distributable OOT modules\n> - Run flowgraphs in Docker containers with real-time variable control\n> - Install and manage OOT modules via Docker\n\n## Quickstart\n\n### 1. Install\n\n```bash\ngit clone https://git.supported.systems/MCP/gr-mcp\ncd gr-mcp\n\n# Create venv with system site-packages (required for gnuradio)\nuv venv --system-site-packages --python 3.14\nuv sync\n```\n\n### 2. Run\n\n```bash\nuv run gnuradio-mcp\n```\n\n### 3. Add to your MCP client\n\n**Claude Code:**\n```bash\nclaude mcp add gnuradio-mcp -- uv run --directory /path/to/gr-mcp gnuradio-mcp\n```\n\n**Claude Desktop / Cursor / other MCP clients:**\n```json\n{\n  \"mcpServers\": {\n    \"gnuradio-mcp\": {\n      \"command\": \"uv\",\n      \"args\": [\"run\", \"--directory\", \"/path/to/gr-mcp\", \"gnuradio-mcp\"]\n    }\n  }\n}\n```\n\n### Requirements\n\n- Python >= 3.14\n- GNU Radio (tested with GRC v3.10.12.0)\n- Docker (optional — for runtime control, block testing, OOT builds)\n- [uv](https://docs.astral.sh/uv/) package manager\n\n> **Note:** GR-MCP is designed for single-session use. All connected MCP clients share the same flowgraph state. Run one server instance per concurrent session.\n\n## Features\n\n### Fl…","publisher":null,"homepage":"https://git.supported.systems/MCP/gr-mcp","repository":"https://git.supported.systems/MCP/gr-mcp","version":"2026.2.20","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:gnuradio-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.756,"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":"gnuradio-mcp","registry":"pypi","observedAt":"2026-09-15T15:24:56.318Z","publishedAt":"2026-02-20T22:52:43.092459Z","latestVersion":"2026.2.20"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"gnuradio-mcp","url":"https://pypi.org/project/gnuradio-mcp/","firstSeenAt":"2026-09-09T16:24:14.234Z","fetchedAt":"2026-09-15T15:23:34.364Z","normalizedAt":"2026-09-15T15:23:34.364Z"}]},"firstSeenAt":"2026-09-09T16:24:14.234Z","updatedAt":"2026-09-15T15:24:56.318Z"}