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Find, install and enable MCP servers mid-session on any host, with consent and tool pinning
Local email connectivity for AI agents — read, draft, send, and organize Outlook mail via MCP
Neutral MCP server for AgentEnvelope authority: sovereign verify + vault verify/lookup/mint.
Compare coding agents on task success, cost, speed and consistency.
Input/output safety for AI agents: known-pattern injection and obfuscation scan, URL/IP, secrets.
Finds transitive excessive agency across LangGraph/CrewAI/AutoGen orchestration graphs
Constitutional guardrails and loop detection for AI agents
Verify-before-act safety checks for AI agents: packages, lockfiles, manifests, CI workflows.
18 tools: agent memory, API drift detection, and HMAC-signed trust receipts
Local MCP runtime for coordinating Freebuff, Codex, OpenCode, Claude Code, and Cursor agents.
Cross-session memory for AI agents - knowledge graph, scoring, semantic search
Bidirectional AI agent collaboration — spawn and communicate with any agent CLI