MCP 服务器目录

Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.

Zero-config SEO and GEO checker: 21 technical-SEO and generative-engine checks for a live site.

Wraps the MasteryTrace CLI as a single generic MCP tool for skill-mastery tracking.

Independent, reproducible benchmark harness for agent-memory backends.

Traces which neurons and attention heads drive a language model's output via MCP tools.

Wraps the ownvoice CLI as a single generic MCP tool for voice/identity checks.

Verifies Ed25519-signed attestation records and builds audit reports via MCP tools.

Manage podcast guest pipeline, outreach drafts, and analytics via 5 MCP tools.

Scans datasets/models for PII/secrets, redacts, and packages a public-release bundle via MCP.

Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.

Security scanner for third-party AI agent-skill files (SKILL.md, hooks, scripts) via MCP.

Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output.

Append-only event log for cross-agent context/memory sharing via 3 MCP tools.

Multi-agent context sharing, memory, and status coordination via MCP tools.

Wraps the taskswarm CLI as a single generic MCP tool for multi-agent task coordination.

Compares AI coding tool spend before and after a migration via MCP tools.

Scans self-hosted multi-tenant AI-agent platforms for tenant-isolation gaps via an MCP tool.

Verifies token/cost savings claimed by AI context-reduction proxies via MCP tools.

Wraps the toolgovern CLI as a single generic MCP tool for agent-tool policy validation.

Wraps the truesignal CLI as a single generic MCP tool for threat/connector status checks.

Sends the same prompt to multiple LLM providers in parallel and returns a divergence score via MCP.

Classifies GPU workloads as inference or training from telemetry alone via MCP tools.

Wraps the WorkspaceGuard CLI as a single generic MCP tool for workspace usage checks.

Inspect and query MySQL 5.0–5.6; opt-in INSERT/UPDATE/DELETE/DDL. Live-verified 5.0–8.0.