🔍代码审查 / GitHub MCP 推荐

Official ACF® MCP server — Agentic Commerce Framework® governance copilot for AI assistants.

Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

Account-based marketing for AI agents. A great rep once knew every account. Now your agents do.

QuickGO (EBI) MCP — Gene Ontology browser.

IUPHAR/BPS Guide to PHARMACOLOGY (GtoPdb) MCP — keyless.

MetaboLights MCP — EBI's metabolomics study repository.

PomBase MCP — the fission yeast (Schizosaccharomyces pombe) model-organism database.

Narrative & signal intelligence for AI agents: crypto/AI/macro convergence & divergence.

Human Protein Atlas (HPA) MCP — keyless.

InvGate Service Desk MCP: 96 tools/11 domains, 3-tier access (none/support/full), OTel.

Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.

Clockify time-tracking MCP: 112 tools across 18 domains, read-only by default with opt-in writes.

OSM Taginfo MCP — statistics on OpenStreetMap tags (keys and key=value pairs).

EBI Expression Atlas MCP.

SGD (Saccharomyces Genome Database) MCP.

Tomorrow.io MCP — wraps the Tomorrow.io Weather API (api.tomorrow.io/v4)

VALORANT reference data MCP (valorant-api.com).

OpenDota MCP — Dota 2 open stats.

WikiPathways MCP — open community pathway database.

Read-only MCP server for Belarusian securities: tokens, shares, bonds, companies.

Agent-callable Paystack for African commerce. Ten tools, integer-kobo money, NDPA-compliant.

Let your AI agent notify you by email, Slack, Discord, or webhook. One tool: send_notification.

Merka2a MCP server - AI agents search, negotiate and order B2B wholesale products

Run the validated Kshana PNT-resilience simulator (orbits, frames, GNSS, fusion) from an AI agent.

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.

Run UX research from Claude — create card sort studies, list studies, pull headline stats.

nol MCP server -- search, cited Q&A, and pages over your team's knowledge base

Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.

Inspect IONOS CLOUD infrastructure via MCP

Search recordings, summarize meetings, create clips, and automate workflows from your AI assistant.

Google Sheets (and more) for Claude via gogcli — read, write, and manage spreadsheets

Google Slides via gogcli for Claude — deck and slide authoring

Extended Google Sheets for Claude via gogcli — auth + full Sheets support

Google Drive via gogcli for Claude — search, upload, download, permissions

Extended Google Docs for Claude via gogcli — auth + full Docs and comments support

Google Classroom via gogcli for Claude — courses, assignments, submissions, grading

Find and book local businesses — agents search, check availability, get a quote, and book.

MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdio.

ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générées via OpenAPI.

MCP server for iOS and Android Mobile Development, Automation and Testing

SQL analytics and data engineering for AI Assistants and IDEs

MCP server with WebdriverIO for browser and mobile app automation (iOS/Android via Appium)

MCP server for executing shell commands on remote hosts via SSH.

Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, VS Code.

Persistent project context for xAI Grok. IANA-registered .faf format.

Dynamic QR codes for AI agents — custom styling, scan tracking, webhooks

XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flows. Pay via x402.

MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdio.