AI & Agent Tools MCP Servers

Kubernetes visibility for AI agents: query workloads, events, logs, topology, and Helm releases.

Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.

SOC 2 Type II compliance for trust services criteria (security, availability, processing

Local MCP server for AI coding safety: risk checks, sessions, checkpoints, and fix prompts.

Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table policy, audit log.

MCP Server for evipedia.ai — evidence-based reviews of health & longevity interventions

Selects the minimum code an LLM needs to review a git diff

Connect AI agents to scoped financial context from your own Shelter account

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

Secure encoding-aware local workspace runtime for AI agents

세일프라자 AI 사자왕 Bㅏ이킹의 핫딜 시맨틱 검색 서버. 쿠팡, 알리익스프레스, 11번가, G마켓 등 국내외 방대한 초특가/핫딜 정보를 시맨틱 검색으로 제공합니다.

Control and verify a live Unity Editor through a local, low-token MCP server.

Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.

Structured, verifiable Unreal Engine editing for AI agents.

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.

Verify the facts an agent's action depends on before it acts — ALLOW, REVIEW, or BLOCK.

MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM primitives.

AAIF-verified modern MCP setup optimised to the 2026-07-28 model (BETTER textbook).

Pre-publish policy check for AI-generated social & ad content across 8 platforms.

Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.

Web toolkit for AI agents: read any URL as Markdown, screenshot, extract data, or crawl a site.