{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_an7jdsrmfdtg","handle":"dynamic-mcp","url":"https://wellknown.network/agents/dynamic-mcp","links":{"self":"https://wellknown.network/agents/dynamic-mcp/record.json","html":"https://wellknown.network/agents/dynamic-mcp","markdown":"https://wellknown.network/agents/dynamic-mcp/record.md","api":"https://wellknown.network/api/v1/agents/dynamic-mcp","status":"https://wellknown.network/api/v1/agents/dynamic-mcp/status","claim":"https://wellknown.network/agents/dynamic-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/dynamic-mcp/claim.json","badge":"https://wellknown.network/agents/dynamic-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/dynamic-mcp/history","tools":"https://wellknown.network/api/v1/agents/dynamic-mcp/tools"},"ard":{"identifier":"urn:air::server:dynamic-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"dynamic-mcp","summary":"MCP server for dynamic analysys: BPFtrace, crash dump","description":"# Dynamic MCP Server\n\nA professional MCP (Model Context Protocol) server for crash dump analysis and kernel debugging.\n\n## Features\n\n- **Real Crash Utility Integration**: Execute actual crash utility commands with real output\n- **Automatic Crash Dump Discovery**: Find and list crash dumps in `/var/crash`\n- **Intelligent Kernel Matching**: Automatic kernel debug symbol detection and matching\n- **Session Management**: Robust crash analysis session lifecycle management\n- **Multiple Dump Formats**: Support for vmcore, core, crash, and dump files\n- **Professional Forensics**: Real kernel debugging and system forensics capabilities\n\n## Requirements\n\n- **Crash Utility**: Version 8.0.4+ (system package: `crash`)\n- **Python**: 3.10+ (3.11+ recommended)\n- **Kernel Debug Symbols**: Available in `/usr/lib/debug/lib/modules/`\n- **Crash Dumps**: Accessible in `/var/crash/` or custom location\n- **Permissions**: Read access to crash dumps and kernel files\n\n## Installation\n\n### Quick Install (Recommended)\n\n```bash\n# Install directly from source\npip install -e .\n```\n\n### Development Install\n\n```bash\n# Create virtual environment (optional but recommended)\npython3 -m venv dynamic_mcp_env\nsource dynamic_mcp_env/bin/activate\n\n# Install dependencies and package\npip install -e .\n```\n\n### System Install\n\n```bash\n# Install system-wide (requires sudo)\nsudo pip install .\n```\n\n### System Install with Systemd Service\n\n```bash\n# Install system-wide with automatic systemd service setup\nsudo pip install .\n```\n\nThis automatically:\n- Installs the package\n- Copies the systemd service file\n- Creates the dynamic-mcp user and group\n- Creates required directories\n- Registers the service with systemd\n\nSee [SYSTEMD_INSTALLATION.md](SYSTEMD_INSTALLATION.md) for detailed systemd setup instructions.\n\n## Usage\n\n### Running the MCP Server\n\n#### Stdio Mode (Default)\n```bash\n# Run the server with stdio transport\ndynamic-mcp\n\n# Or with module syntax\npython -m dynamic_mcp.server\n```\n\n#### HTTP/SSE Mode\n```bash\n# Ru…","publisher":null,"homepage":"https://github.com/42Research/dynamic_mcp/wiki","repository":"https://github.com/42Research/dynamic_mcp/wiki","version":"1.0.9","license":"MIT","protocols":["mcp"],"tags":["mcp","dynamic","bpftrace","crash","analysis","debugging","kernel"],"pricing":null,"endpoints":[{"url":"pypi:dynamic-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","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"code.debugging","name":"Debugging","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.859,"provenance":"derived"}],"categories":["code","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":"dynamic-mcp","registry":"pypi","observedAt":"2026-11-03T02:25:03.837Z","publishedAt":"2026-07-30T11:16:28.259873Z","latestVersion":"1.0.9"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"dynamic-mcp","url":"https://pypi.org/project/dynamic-mcp/","firstSeenAt":"2026-09-09T14:32:35.551Z","fetchedAt":"2026-11-03T02:23:01.447Z","normalizedAt":"2026-11-03T02:23:01.447Z"}]},"firstSeenAt":"2026-09-09T14:32:35.551Z","updatedAt":"2026-11-03T02:25:03.837Z"}