5,000+ tools available via Partner daemon · MCP protocol · Universal agent access
Execute shell commands on any fleet node with output capture and timeout control
Read file contents from local or remote filesystem with encoding detection
Write or append content to files with atomic write support
List directory contents with optional recursive traversal and filtering
Search files by name pattern, content regex, or modification time
List running processes with CPU/memory usage and filtering
Report disk usage by directory or partition across fleet nodes
Get RAM and swap usage statistics for any fleet node
Search the web using multiple engines with result ranking and deduplication
Fetch URL content with HTML-to-markdown conversion and caching
Capture full-page or viewport screenshots of any URL
DNS record lookup supporting A, AAAA, MX, TXT, CNAME, and NS records
Make arbitrary HTTP requests with custom headers, body, and auth
Parse and monitor RSS/Atom feeds with new entry detection
Show working tree status for any repository with branch info
Stage and commit changes with auto-generated or custom messages
Install npm packages with optional version pinning and audit
Run ESLint, Prettier, or custom linters on source files
Execute test suites with coverage reporting and failure analysis
AI-powered code review with security, performance, and style analysis
Execute SQL queries against SQLite, PostgreSQL, or MySQL databases
Parse CSV files with auto-detection of delimiters and data types
Transform JSON with JQ-like expressions, merge, diff, and flatten
Generate vector embeddings via nomic-embed-text for semantic search
Search Qdrant vector collections with filters and score thresholds
Generate text using any deployed model with temperature and token control
Summarize text, documents, or URLs with configurable length and style
Translate text between languages using local LLM inference
Classify text into custom categories with confidence scores
Extract named entities, dates, amounts, and custom patterns from text
Get live status of all fleet nodes including CPU, RAM, GPU, and uptime
Deploy a GGUF model to a fleet node with auto VRAM allocation
Deep health check for a fleet node including services, ports, and temps
Restart a service on any fleet node with graceful shutdown
Scan open ports on a target host with service detection
Verify SSL certificate validity, chain, and expiry for any domain
Scan dependencies for known CVEs and security advisories
Query and filter security audit logs with time range and severity