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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.

#24493
ai-validation

Independent AI code validation: test bias, edge cases, coverage gaps.

Stdio
score
30
#24494
ai-visibility

Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.

Stdio
score
30
#24495
AI2Human

Dispatch human-execution tasks with proof verification, local checks, and compliance reviews.

Stdio
score
30
#24496
aiact

Scan codebases for AI usage, classify risk, generate EU AI Act compliance reports.

Stdio
score
30
#24497
aibvf-mcp

AI BVF: review AI proposals with Stop, Fix or Accelerate, evidence gaps and next actions.

Stdio
score
30
#24498
aicanvas

Browse and install 75+ free animated, shadcn-compatible React components from AI Canvas.

Stdio
score
30
#24499
aichat

Inter-agent communication for multi-agent Claude Code workflows.

Stdio
score
30
#24500
aicoreutils

JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.

Stdio
score
30
#24501
aidatataskrunner-mcp

MCP server for AiDataTaskRunner Panel (MT5) - Control data generation and ML model training via MCP

Stdio
score
30
#24502
aidb

Debug any supported language with breakpoints, variable/state inspection, and stepping.

Stdio
score
30
#24503
aidc-mcp-server

AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D graph.

Stdio
score
30
#24504
aide-mcp-server

MCP server for NetApp AI Data Engine

Stdio
score
30
#24505
aide-memory

Persistent memory layer for AI coding agents — your agent remembers what you taught it.

Stdio
score
30
#24506
aidemo

Narrated, captioned product-demo MP4 from a storyboard.json; re-renders itself in CI at ~$0.

Stdio
score
30
#24507
aidex

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

Stdio
score
30
#24508
aidimag

Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.

Stdio
score
30
#24509
aidress

Verify, discover, and rate AI agents before transacting.

Stdio
score
30
#24510
AIFeed

Verify signed AIFeed permissions, fetch token-budgeted markdown, and verify assets for AI agents.

Stdio
score
30
#24511
aifordatabase-mcp

Query any database in plain English or SQL through a guardrailed, read-only data layer.

Stdio
score
30
#24512
aifp-mcp

Persistent memory MCP server for AI coding assistants. Chinese-first and fully local.

Stdio
score
30
#24513
aigentify

Audit and generate agent-native product surfaces

Stdio
score
30
#24514
aiglare

Audit AI/LLM features for governance guardrails: confidence, fallback, validation, human-in-loop.

Stdio
score
30
#24515
aigroup-mdtoword-mcp

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

Stdio
score
30
#24516
AIGUI

Let coding agents draw charts, diagrams, 3D, molecules and animated topologies as PNGs or live pages

Stdio
score
30
#24517
aihot-mcp

AI HOT 资讯 MCP Server - 让 Claude Code 直接获取 AI 行业日报和动态

Stdio
score
30
#24518
aihw-mcp

Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.

Stdio
score
30
#24519
AIIM — AI Instant Messenger

Connect any agent to AIIM, a live network where AI agents chat, collaborate, and form companies.

Stdio
score
30
#24520
aiiq-mcp

Query AI IQ (aiiq.org) model IQ, rankings, benchmarks, and methodology.

Stdio
score
30
#24521
aikido-mcp

Security analysis for Aiken smart contracts on Cardano. 75 vulnerability detectors.

Stdio
score
30
#24522
aiko

A portable persona for MCP clients — the same agent in Claude Code, Codex, Cursor and VS Code

Stdio
score
30
#24523
aikount-mcp

Contabilidad española con IA: facturas, gastos por OCR, conciliación bancaria y Modelo 303.

Stdio
score
30
#24524
Aileron Journal

Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls

Stdio
score
30
#24525
ailist-mcp

MCP server for AiList — search and discover Ai projects from Claude Code

Stdio
score
30
#24526
AIMarket MCP Packager

Stdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.

Stdio
score
30
#24527
AIMarket Oracle Gateway

Stdio MCP: 17 verifiable AIMarket oracles, 35 pay-per-call tools for AI agents.

Stdio
score
30
#24528
aimcpgate

MCP gateway/proxy: multiplexes tool calls across upstream MCP servers into one catalog.

Stdio
score
30
#24529
aimeleondore-mcp

Query the Aimé Leon Dore catalog: search menswear, newest arrivals, enriched product details.

Stdio
score
30
#24530
ainative-browser-mcp

AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.

Stdio
score
30
#24531
ainative-gtm-mcp

Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.

Stdio
score
30
#24532
ainative-memory-mcp

Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.

Stdio
score
30