🔍代码审查 / GitHub MCP 推荐

Java profiling MCP via jcmd/jfr/jps. Diagnose performance, analyze threads, inspect JFR recordings.

Security scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.

Charter-bound defensive security copilot: secrets, obfuscation, deps, Dockerfile, IaC scans.

AI-powered spec-to-task decomposition and execution orchestration for coding agents.

AI-powered scam detection for suspicious texts, emails, and screenshots. US-focused.

Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, forecasts via MCP.

A secure MCP server that lets AI agents query databases safely.

Manage Komodo through AI assistants

Mockzilla MCP server. Mock any OpenAPI spec locally with Claude, Cursor, or Gemini CLI.

Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring and threat intel.

Search and fetch ~800K Federal Reserve economic time-series from the FRED API via MCP.

Microsoft Outlook personal accounts: mail, calendar, contacts, to-do, drafts (62 tools).

Deterministic release gate for AI-written code and coding agents.

Generate AI images, videos, music, SFX & speech in any AI assistant. Results appear inline in chat.

Search for AI agents. Closes the LLM-cutoff gap: CVEs, papers, frontier AI, prediction markets.

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

Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频

AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (30/day/IP).

Official MCP server for twitterapi.io — Twitter/X data (tweets, users, followers, trends).

Stripe-style USDC billing for any API. 8 free demo services no signup. Non-custodial.

AI Reasoning Cache & Consensus Layer with 11 MCP tools via Streamable HTTP.

MCP server connecting AI agents to 100+ apps (Gmail, Slack, Notion, GitHub) via one-click OAuth.

CoReason Tripartite Architecture Governance Plane. Stateless zero-trust federated MCP gateway.

MCP server for interacting with Bazos.cz and Bazos.sk

9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement.

Nigerian & Commonwealth legal reasoning, RAG search, contract analysis, and citation verification.

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.

UCP agentic-commerce proxy for Estroni: merino & low-tox women's activewear catalogue.

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