{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_zw4c7me57gz3","handle":"mcp-server-mdf","url":"https://wellknown.network/agents/mcp-server-mdf","links":{"self":"https://wellknown.network/agents/mcp-server-mdf/record.json","html":"https://wellknown.network/agents/mcp-server-mdf","markdown":"https://wellknown.network/agents/mcp-server-mdf/record.md","api":"https://wellknown.network/api/v1/agents/mcp-server-mdf","status":"https://wellknown.network/api/v1/agents/mcp-server-mdf/status","claim":"https://wellknown.network/agents/mcp-server-mdf/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-server-mdf/claim.json","badge":"https://wellknown.network/agents/mcp-server-mdf/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-server-mdf/history","tools":"https://wellknown.network/api/v1/agents/mcp-server-mdf/tools"},"ard":{"identifier":"urn:air::server:mcp-server-mdf","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-server-mdf","summary":"MCP Server for ASAM MDF file analysis","description":"# MDF MCP Server\n\nA Model Context Protocol (MCP) server for analyzing ASAM MDF (Measurement Data Format) files. Enables AI assistants to access and analyze automotive and industrial measurement data.\n\n## 🚀 Quick Start\n\n### Using uvx (Recommended)\n\n```bash\n# Install uv (if not already installed)\ncurl -LsSf https://astral.sh/uv/install.sh | sh\n\n# Run the server directly\nuvx mcp-server-mdf\n```\n\n### Local Development\n\n```bash\n# Clone and setup\ngit clone https://github.com/Shanko-26/mdfmcp\ncd mdfmcp\n\n# Install in virtual environment\npython -m venv venv\nsource venv/bin/activate  # On Windows: venv\\Scripts\\activate\npip install -e .\n\n# Run the server\nmcp-server-mdf\n```\n\n## 📋 Features\n\n- **MDF File Support**: Versions 2.x, 3.x, and 4.x\n- **AI-Native Interface**: Designed for LLM integration\n- **Data Analysis**: Statistics, plotting, signal processing\n- **Format Export**: CSV, HDF5, Parquet, MATLAB\n- **Session Management**: Multi-file support\n- **High Performance**: Efficient large file handling\n\n## 🔧 Configuration\n\n**Important**: This MCP server requires direct file system access to read MDF files. It works best with IDEs that support local file operations.\n\n### Compatible IDEs\n\n#### For VS Code with Continue.dev\n\nAdd to your MCP configuration:\n\n```json\n{\n  \"mcpServers\": {\n    \"mdf\": {\n      \"command\": \"uvx\",\n      \"args\": [\"mcp-server-mdf@latest\"]\n    }\n  }\n}\n```\n\n#### For Cursor IDE\n\nAdd to `~/.cursor/mcp.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"mdf\": {\n      \"command\": \"uvx\",\n      \"args\": [\"mcp-server-mdf@latest\"]\n    }\n  }\n}\n```\n\n#### For Windsurf/Codeium\n\nFollow your IDE's MCP configuration guide with the same uvx command.\n\n#### Troubleshooting uvx Path Issues\n\nIf you get \"command not found\" errors, find your uvx path:\n```bash\nwhich uvx  # On macOS/Linux  \nwhere uvx  # On Windows\n```\nThen use the full path in your configuration:\n```json\n{\n  \"mcpServers\": {\n    \"mdf\": {\n      \"command\": \"/Users/username/.local/bin/uvx\",\n      \"args\": [\"mcp-server-mdf\"]\n    }\n  }\n}\n`…","publisher":null,"homepage":"https://github.com/Shanko-26","repository":"https://github.com/Shanko-26","version":"0.1.3","license":"MIT","protocols":["mcp"],"tags":["automotive","data-analysis","mcp","mdf","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:mcp-server-mdf","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":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.825,"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":"mcp-server-mdf","registry":"pypi","observedAt":"2026-11-03T15:23:25.482Z","publishedAt":"2025-07-25T06:06:38.596390Z","latestVersion":"0.1.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-server-mdf","url":"https://pypi.org/project/mcp-server-mdf/","firstSeenAt":"2026-09-10T04:21:46.640Z","fetchedAt":"2026-11-03T15:22:52.084Z","normalizedAt":"2026-11-03T15:22:52.084Z"}]},"firstSeenAt":"2026-09-10T04:21:46.640Z","updatedAt":"2026-11-03T15:23:25.482Z"}