🔍代码审查 / GitHub MCP 推荐

AI continuity hub for context, checkpoints, rules, profile, and AI Skills across tools and chats.

Generate ShapeWords word clouds as SVG, PNG, or JSON from text or weighted words.

MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol

Workflow tools for federal contractors: go/no-go scoring, incumbent intel, recompete, NECO.

Agent-first MCP server for WeChat Mini Program debugging & automation via WeChat DevTools.

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

MCP server for LLM-driven SUMO traffic simulation, scenario design, and result analysis.

Fleet discovery for the cyanheads MCP ecosystem — semantic search + install snippets.

Model Context Protocol server that wraps the CADLens REST API.

The GoHighLevel MCP for Claude — 214 tools, programmatic workflow builder, multi-tenant.

Model Context Protocol server for Retain: let AI agents query churn risk and act on retention.

Bridges AI chat interfaces with Claude Code CLI via shared markdown control files.

Operating contracts for AI agents. Structured instructions compiled into system prompts.

Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.

Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.

AI-security knowledge as MCP: standards-mapped tools (OWASP, NIST, MITRE) for AI agents.

Fast per-repo documentation indexer and full-text search MCP server for codebases.

Persistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.

Pre-flight spend authorization for AI agents. Set a budget, enforce limits, audit every decision.

Connect Claude, Cursor, or ChatGPT to your business data. Ask questions, get answers.

Read-only Search and Forecast over public prediction-market intelligence.

Visual DeFi workflow automation on Base + Ethereum mainnet.

MCP Toolbox for Databases enables your agent to connect to your database.

Build intent specs via Socratic AI conversation. Connect to your Intent Layer for context.

Image, video, audio, face-swap, talking avatars and chat across 300+ AI models, one balance.

A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps / SysOps commands

Social media data from YouTube, TikTok, Instagram & Facebook. 62 tools, one API key.

Podcast transcripts as clean Markdown with real speaker names — via the Spoken API.

Podcast transcripts as clean Markdown with real speaker names — via the Spoken API.

MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.

Buy any x402 API or data on Base, Solana, Polygon. No wallet on the seller's chain. For AI agents.

Browser MCP: drive a real Chromium via Playwright with compact ref-addressable page snapshots

MCP server for SSH operations with built-in diagnostics

Official MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP APIs as MCP tools

MCP server for roadmap.sh: roadmaps, best practices, interview questions, projects & progress

AI code review for your AI assistant — review local changes, branch diffs, and patch files.

Express intent, get results. One unified entry point.

Real-time & historical market data: forex, stocks, crypto, indices, metals, K-line, quotes

Real-time threat intelligence lookups and IOC parsing from your self-hosted Polarity instance.

IMAP/SMTP MCP server to search, read, organize, send, reply & forward email for AI assistants

Data processing tools: CSV, cleaning, stats, image, report, save, shell

Action1 MCP server — endpoint inventory, patch visibility, and policy automation via REST API.

Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys required.

Drive a StablecoinX business account — auth, API keys, sessions, paymaster, and webhooks.

The Brain Layer for AI Trading Agents — quant calls + cross-venue arb across 5 exchanges via MCP.

Machine-native listening platform for CWA's Straight Outta Crompton. Your agent can listen. For real

An MCP server giving access to Grafana dashboards, data and more.