Independent AI code validation: test bias, edge cases, coverage gaps.
Directory
42,145 servers in the snapshot (13,813 alive, 9,216 need login, 3,006 dead, 16,110 stdio). 17,000 have a report page, 40 to a page, healthiest first.
Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.
Dispatch human-execution tasks with proof verification, local checks, and compliance reviews.
Scan codebases for AI usage, classify risk, generate EU AI Act compliance reports.
AI BVF: review AI proposals with Stop, Fix or Accelerate, evidence gaps and next actions.
Browse and install 75+ free animated, shadcn-compatible React components from AI Canvas.
Inter-agent communication for multi-agent Claude Code workflows.
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.
MCP server for AiDataTaskRunner Panel (MT5) - Control data generation and ML model training via MCP
Debug any supported language with breakpoints, variable/state inspection, and stepping.
AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D graph.
MCP server for NetApp AI Data Engine
Persistent memory layer for AI coding agents — your agent remembers what you taught it.
Narrated, captioned product-demo MP4 from a storyboard.json; re-renders itself in CI at ~$0.
Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.
Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.
Verify, discover, and rate AI agents before transacting.
Verify signed AIFeed permissions, fetch token-budgeted markdown, and verify assets for AI agents.
Query any database in plain English or SQL through a guardrailed, read-only data layer.
Persistent memory MCP server for AI coding assistants. Chinese-first and fully local.
Audit and generate agent-native product surfaces
Audit AI/LLM features for governance guardrails: confidence, fallback, validation, human-in-loop.
本地 Markdown 到 Word 文档转换工具,支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持,修复本地相对路径图片嵌入问题
Let coding agents draw charts, diagrams, 3D, molecules and animated topologies as PNGs or live pages
AI HOT 资讯 MCP Server - 让 Claude Code 直接获取 AI 行业日报和动态
Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.
Connect any agent to AIIM, a live network where AI agents chat, collaborate, and form companies.
Query AI IQ (aiiq.org) model IQ, rankings, benchmarks, and methodology.
Security analysis for Aiken smart contracts on Cardano. 75 vulnerability detectors.
A portable persona for MCP clients — the same agent in Claude Code, Codex, Cursor and VS Code
Contabilidad española con IA: facturas, gastos por OCR, conciliación bancaria y Modelo 303.
Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls
MCP server for AiList — search and discover Ai projects from Claude Code
Stdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.
Stdio MCP: 17 verifiable AIMarket oracles, 35 pay-per-call tools for AI agents.
MCP gateway/proxy: multiplexes tool calls across upstream MCP servers into one catalog.
Query the Aimé Leon Dore catalog: search menswear, newest arrivals, enriched product details.
AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.
Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.
Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.