🗄️数据库 MCP（PostgreSQL / MySQL / Redis）

Discover and recommend retriever MCP servers. Includes top picks and install config tools.

Ask AI for verified Japan EC RPS benchmarks (5 industries, growing). For non-analytics users.

Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only remote MCP server.

Python MCP server for PostgreSQL database inspection and querying

Python MCP server for MySQL database inspection and querying

Python MCP server for AWS CLI inspection and operations

Delegate coding and sysops tasks to cheaper agents or local LLMs via durable background job queues.

Autopilot MCP server for GEO analyses, reports, content, audits, memories and agents.

E-commerce research via MCP. Amazon, Alibaba & AliExpress product search and FBA margins.

MCP server for YNAB (You Need A Budget) — budgets, accounts, transactions, categories

Local-first MCP server for agent skills. Validate, lint, diff, and convert across IDEs.

Search, read, and write highlights, notes, screenshots, collections, projects, and tags in Gleanit.

Full Google Sheets MCP: 26 tools + run_sheets_script escape hatch. User OAuth, no service account.

Official Railway MCP server

Generate, edit, and manage Eraser diagrams and docs with AI.

MCP server that exposes the Lenderprice platform's capabilities to AI models.

Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.

Drug safety: DrugBank, interactions, FAERS, WHO, TGA. 7 databases. Free.

Remote MCP for 9192 discovery, pricebook, payment rails, GET_PULSE quotes, and receipt checks.

MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents

MCP server for the Hevy fitness API — spec-generated schemas, dry-run-safe writes, easy setup.

MCP server that teaches any AI agent the AIDE methodology via progressive disclosure

MCP server for CLI for Microsoft 365 to manage your tenant using natural language

Edit video by talking to your AI — search footage, cut timelines, apply effects, add captions.

Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search.

Find US veterinary specialists. Search clinics, read procedure articles, estimate costs.

Polymarket + Hyperliquid + macro for AI agents. 38 tools, signal backtest, SSE streaming. Free tier.

Demo stdio MCP server (tools, resource, prompt) for tinymcp tests—not production use.

Self-learning operational context layer for AI sports agents. Profile 001: golf.

MCP server for ThreatLocker — zero-trust endpoint protection, allowlisting, and policies.

Live AI-native web search with citations. One tool for every MCP client. Flat per-request pricing.

AI-powered audio tours by city: walking, cycling & driving. Search tours, stops, and landmarks.

Create, validate, edit, export (markdown/svg/png/mermaid), and search JSON Canvas files.

Payment infrastructure for AI agents: spending rules, approval flows, single-use virtual cards.

Professional SEO auditing: 15 tools, 9 checks, CWV, E-E-A-T, schema, GEO. Free tier.

Archiet MCP server: scaffold full-stack apps from PRD text and extract capabilities.

Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via cookie+protobuf.

Detect when AI code changes exceed declared task scope (MCP server).

Search, compare, and contact real-world companies through a public MCP business directory.

An MCP Server for computer-use in Windows OS

MCP server for macOS desktop automation via the Accessibility API.

Personal finance tracker — log transactions, view summaries, and browse a dashboard

MCP server exposing live Helldivers 2 galactic war data.

Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shopify API 2026-04.

MCP server that sanitizes bad broker data and compresses options chains 95% for AI trading agents.

Holiday photo MCP server: list and fetch personal holiday photos inline in Claude chat.