⚙️工作流自动化 MCP 推荐

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.

Real-time + historical Bolivia parallel-market USD/BOB rate. P2P-aggregated. Free, CC-BY 4.0.

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

Official Railway MCP server

Tools for creating on-brand marketing content using Marcora's intelligent context infrastructure.

Query 76 open data APIs — government, science, finance, environment, and more.

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.

Food additive safety: JECFA, EFSA, ADI, halal/kosher/vegan. 6K+ additives. 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

Live US tariff calculator: HTS lookup, full stacked rate (MFN+301+IEEPA+reciprocal). No API key.

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

Drive a Krystal Voice Caller tenant from Claude, Cursor, or any MCP-aware agent.

Heart-shaped GPS running routes in 200+ cities — charity, gift, memorial, anniversary.

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.

AI transaction coordinator + legal-matters platform for real estate and law firms.

Angel One SmartAPI MCP for orders, portfolio, market data, GTT rules, charges, and margin.

Find SMBs by name, city, and business type in the Lead Stampede directory via public MCP tools.

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.

Check if a counterparty is safe to pay: trust/risk score for AI agents. Scam/phishing screen.

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

Query metrics, targets, entities, and team data in your Steep workspace via MCP.

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

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

Citation-anchored Eurorack module reference: specs, compatibility, and patch techniques.

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

Decodes React DevTools Profiler exports into render summaries and memoization advice for AI agents.

Schedule reminders for AI agents via email, webhook, Slack, Discord, Telegram, or Google Calendar.

Memory + wallet for AI agents. Real payment rails, Agent FICO 300-850, Merkle audit, identity.

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