🔍代码审查 / GitHub MCP 推荐

CLI and MCP server for the Qonto banking API

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

Control the TayPE desktop DAW locally via MCP.

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

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.

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

Official Railway MCP server

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

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

Cannabis compliance: US state testing, INCB, Health Canada, EU precursors. Free.

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

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

Cosmetic safety: NOAEL, MoS, SCCS, 12 jurisdictions. 30K ingredients. Free.

Chemical hazard lookup: SVHC, GHS, NIOSH, ICSC. 468K classifications. Free.

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.

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

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

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

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.

MCP server for Huntress — accounts, organizations, agents, incidents, and reports.

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

MCP server for IQMS (DELMIAworks) ERP — manufacturing, inventory, production, and quality.

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

MCP server for SpamTitan email security — quarantine, allow/block lists, and policy management.

MCP server for Abnormal Security — AI-powered email threat detection, cases, and remediation.

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

MCP server for CIPP — M365 multi-tenant management for MSPs (users, tenants, policies).

MCP server for KnowBe4 security awareness training — users, groups, training, phishing campaigns.

MCP server for Ironscales phishing incident management — incidents, mailboxes, and reporting.

MCP server for Blumira SIEM — query findings, evidence, and detection data via the Blumira API.

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.

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.

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

AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform guide.