
Use AgenticWorkspace CLI through MCP to scan repository workspaces.
Scan datasets and models for PII/secrets, redact them, and package public releases.
Track skill mastery through an MCP wrapper around the MasteryTrace CLI.
Independent, reproducible benchmark harness for agent-memory backends.
Security scanner for third-party AI agent-skill files (SKILL.md, hooks, scripts) via MCP.
Fail-closed deterministic checks and hash-chained receipts for AI agent outputs via MCP.
Wraps the evolveguard CLI as a single generic MCP tool for agent-skill file safety checks.
Wraps the fpp CLI as a single generic MCP tool for freelancer client payment-risk checks.
Multi-agent context sharing, memory, and status coordination via MCP tools.
Enables comparison of responses from multiple LLMs (OpenAI, Anthropic, Gemini) to the same prompt, returning a validated divergence score based on sentence embeddings.
AI agent observability with deterministic record/replay for debugging agent failures.
Compares AI coding tool spend before and after a migration via MCP tools.
Vendor-neutral CLI and MCP server that verifies the token and cost savings AI-coding-agent context-reduction proxies actually deliver, measured against a real labeled corpus.
Wraps the WorkspaceGuard CLI as a single generic MCP tool for workspace usage checks.
Classifies GPU workloads as inference or training from telemetry alone via MCP tools.
AI quoting agent for electronics distributors. RFQ in, quote out via MCP tools.
Traces which neurons and attention heads drive a language model's output via MCP tools.
BYOK Reddit/YouTube research CLI with a tamper-evident audit log and an MCP server.
Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.
Scans self-hosted multi-tenant AI-agent platforms for tenant-isolation gaps via an MCP tool.
Wraps the ownvoice CLI as a single generic MCP tool for voice/identity checks.
Mines git history for file co-change patterns into a queryable knowledge graph via MCP.
Wraps the truesignal CLI as a single generic MCP tool for threat/connector status checks.
MCP server for analyzing transformer language model internals, exposing tools to trace attention heads and neurons responsible for predictions, get activation statistics, ablate components, and sketch circuits.
Enables classification of GPU workloads as training, inference, or idle from telemetry data, with tools for one-shot classification, benchmarking, and audit log verification.
Manage podcast guest pipeline, outreach drafts, and analytics via 5 MCP tools.