🔍代码审查 / GitHub MCP 推荐

MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/ratings/collections

Free AI-search visibility scan for any website (ChatGPT, Claude, Gemini, Perplexity).

Dynamic pod spawner & proxy for ephemeral AI agent workspaces on Kubernetes without CRDs

MCP server for Hostinger API

Web-app QA for AI agents: 73 Playwright tools — auth, E2E, a11y/SEO/GEO, Web Vitals + Lighthouse

Score agent manifests, generate CI workflows, and pull Clarx scan findings into your IDE.

Cross-session memory for Claude over MCP — prioritised briefs, supersession, cross-project recall.

Portable human-AI context protocol reference tooling.

Local-first miniature-paint inventory and cross-brand color matching for AI agents.

Self-hosted MCP to find, book, and cancel salon appointments via SalonRunner.

Connect AI agents to iTechSmart UAIO, ProofLink verification, and autonomous IT operations.

Connect MCP-capable AI agents to local Granoflow tasks, reviews, cards, imports, and work memory.

MCP server for UK legislation, case law (Find Case Law), GOV.UK tribunal decisions and HMRC manuals.

NVIDIA AI developer stack as a traversable knowledge graph — 20 CKGs, 998 nodes, MCP-native.

Solana KOL trading intelligence & deployer analytics via x402 micropayments or API key.

Compressed Knowledge Graphs over MCP — 97 domains, 4× F1 vs RAG at 11× fewer tokens.

Event-sourced, auditable agent memory over MCP: cited checkout, replayable provenance.

SAP Fiori - Model Context Protocol (MCP) server

Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.

Phone, SMS & email for AI agents — one remote MCP endpoint, OAuth login, zero install.

Human visual review for agent-built HTML: publish artifacts, pull anchored comments, push fixes.

Local-first, multi-provider tool that captures LLM API spend and exposes it to coding agents via MCP

Keyless: verify agent identities & RDAP for a /128. With a key: register, govern & egress agents.

Query any database in plain English or SQL through a guardrailed, read-only data layer.

Create RFQs, compare supplier quotes with L1/L2/L3 ranking, and place purchase orders.

Q402 - gasless payments, yield, escrow, bridge & NAV triggers on 12 EVM chains. Sandbox-default.

Local-first social MCP: an agent drafts and schedules posts; you approve before anything publishes.

Audits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt.

Open-source web scraper for AI agents with scrape, crawl, and map tools

Production-grade MCP server for KiCad EDA—PCB design, DRC, simulation, BOM, DFM, and manufacturing.

Brazilian stock market data (B3, CVM, BCB) for AI assistants: quotes, fundamentals, dividends, FIIs.

Universal MCP Server with advanced AI memory capabilities and semantic search.

Shared versioned state for multi-agent AI workflows

400 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

Deterministic Brotato theorycrafter MCP server: facts and math, not guesses.

Convert PDF, DOCX, XLSX, CSV, JSON into clean, AI-ready Markdown via the PackForAI API.

W-2 event staffing data for AI agents: 345 US/CA markets, roles, rates, lead times, compliance.

Apple-native AI agent execution: 36 MCP tools, 5 prompts, compile, validate, repair, and prove.

YouTube MCP server for token-optimized, structured data using the YouTube Data API v3.

Feynman's twelve-problems method as an MCP server: dormant problems + an evoke loop for new tricks.

Read-only MCP server: query_metrics over local metric time-series (Quellgeist triage).

Read-only MCP server: query_logs over a structured JSONL incident log (Quellgeist triage).

Read-only MCP server: get_recent_commits over a local deploy log (Quellgeist triage).

Phone-first local dev MCP for Claude Code and Codex: install Yaver, pair mobile, run, build, deploy.

Your AI runs your Discord server: chat, moderation, admin, even building it all from one brief.

Search, vet & assemble MCP servers from your agent: verified tools, risk labels, and trust scores.

Philippine property listings, transfer costs, and real estate legal info via lupaph.com.

Search for books and book-related products, with access to product and delivery details