🔍代码审查 / GitHub MCP 推荐

Two-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.

USDA FoodData Central: food search, nutrition data, and a quality-first find_food tool

SQL-native query and provisioning engine for cloud infrastructure, served over MCP.

Market Recap MCP — a one-call 'what happened in markets' snapshot.

Find & fetch research datasets across 12 archives, omics registries, and literature sources.

Verified business identity for AI agents: VAT, BORME, GLEIF checks, 34 countries. Free tier.

HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and threat scanning.

An MCP server that provides [describe what your server does]

Search 21,000+ open US grants, SAM.gov contracts, and foundations. Checked daily, free tier.

PayPerByte — per-byte data for AI agents: x402 USDC on Base, EIP-712-attested. No token.

Delegate real-world actions from Claude Code, Codex, and other agents to Hermes Agent.

Arabic formatting: 22 Arab currencies (Saudi riyal U+20C1), Hijri dates, تفقيط, RTL/bidi fixes.

Code intelligence for AI agents. Extract, trace, and analyze code without reading whole files.

AI booth design, image editing, presentation assets, and authorized LEOR project storage.

Real-time oil, gas & commodity prices. 26 tools: spot, history, futures, alerts, market briefs.

Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.

MCP server fronting a self-hosted coordination-bus HTTP API: post/read/claim/release/heartbeat.

Windows desktop-control MCP server: screenshot, window mgmt, mouse/keyboard input, recording.

MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated.

Manifest-driven MCP server scaffolder and runtime hub for tool integrations.

Chainweb HTTP API: local sim, pre-signed send, poll, table reads, SPV proofs, module deploys.

Turn real-estate listing photos into property videos from your AI assistant.

Read-only MCP over the Mzizi design system registry — nodes, components, ownership.

CallRail REST API v3 — 59 tools: full CRUD, leads, server-side analytics, agency reporting.

Project memory for Claude: records decisions, pipelines, and constraints across conversations.

Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.

Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

PDF, photo, email, and file comparison evidence checks with plain-language reports.

Incorporate a Delaware C-Corp from your agent — docs, cofounder e-sign, human-reviewed filing.

Free & pay-per-call (x402/USDC) APIs for AI agents: nad.fun token intelligence and DeFi yield.

Loudness compliance verdicts (EBU R128, ATSC A/85): pass/fail with exact ffmpeg remediation.

Ranks AI coding operators by token cascade efficiency. Live leaderboard + signed submission.

Agent memory engine — 86 MCP tools, self-hosted, single Rust binary

Production-ready MCP server for PDF processing with intelligent caching.

Search PubChem compounds, properties, safety data, bioactivity, and cross-references.

Legislation for 32 jurisdictions (21 EU) as law-as-git, keyless, with ELI-style citations.

MCP server bridging Claude.ai/Desktop with self-hosted OpenClaw via OAuth 2.1.

Microsoft 365 SharePoint via Graph: sites, libraries, pages, lists, search, file/list mutations.

Microsoft 365 Teams via Graph: list chats, read/send messages, list teams/channels, presence.

Microsoft 365 OneDrive files via Graph: list, search, get, upload, download, share, read text.

MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints

Microsoft 365 Outlook calendar via Graph: list, get, create, update, respond, free/busy.

Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.

Microsoft 365 Outlook mail via Graph: read, search, send, reply, forward, draft, move, delete.

Flexible multi-leg, multi-airport flight search - cheapest valid combination across an itinerary.

Structured financial modeling for AI agents: build, version, audit models, export to Excel.

Build, deploy, and sell AI agents for local-service businesses - from your IDE.

Detect fake-recruiter and job-offer scams using free OSINT. No API keys.