Sandboxed workspace MCP: file ops, argv-only runcommand, listfiles; BYO LLM prompts.
Structured execution trace and span logging for AI agents
Context window token analysis and budget management
Encrypted secrets and credential management for agents
Hard scope boundaries to prevent AI agent drift
Output quality control and validation for AI agents
MCP server discovery, indexing, and registration
GCC regulatory intelligence, ZATCA e-invoicing, and Arabic NLP for AI agents
Inject deep domain knowledge into any AI agent
Professional document generation from structured data
ZATCA, UAE CT, EU AI Act regulatory compliance for AI agents
Agent tracing, cost tracking, anomaly detection for LLM agents
Security scanning and threat detection for AI agents
Record and replay AI agent execution for debugging
Constitutional guardrails and loop detection for AI agents
Multi-agent billing and cost allocation tracking
Agent-to-agent communication bridge for multi-agent systems
Qualify dataset columns and process them against a target with AutoCarver, fully on your machine.
Breaking-change diffs for npm packages: removed exports, changed signatures, migration notes.
IRS income & tax stats by ZIP in your agent: AGI distribution, tax, credits, deductions.
FRED economic time series + ALFRED vintages: data as originally published, before revisions.
SEC filings in your agent: issuers, Reg CF/D/A raises, XBRL financials, insider trades.
U.S.
Annotates any web page with hover labels for AI assistants — zero extensions, any browser
Record any browser page as GIF or video via MCP
AI logo design → SVG → full brand kit.
Instagram MCP — 23 tools for Instagram Graph API: posts, DMs, stories, reels, analytics.
Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.
Query OpenTelemetry traces from LLM apps across Jaeger, Tempo, Traceloop, Datadog, and Sentry.
Pre-flight query cost and result-size guardrails for AI agents on BigQuery, Snowflake, Databricks
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