🔍代码审查 / GitHub MCP 推荐

Long-term memory for AI agents — your Obsidian vault as searchable persistent memory.

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

MCP server for 3M+ Polish companies — KRS & CEIDG financials, ownership, and industry search.

Local-first security check for AI coding agents: secrets, .env exposure, git-history leaks, CVEs.

Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Streamable HTTP.

MCP server for KeyCloak Admin REST API via Service Account

A .NET semantic context engine for AI agents: index, map, localize, resolve, review, reduce code.

One-step legal compliance for vibe-coded apps: privacy, terms, cookie banner and EU AI Act check.

Manage Rackspace Spot Kubernetes CloudSpaces, node pools, and VMs from your AI assistant.

Hallucination-proof scroll motion: LLM writes validated specs, deterministic GSAP/CSS compiler.

AI Agent 与 JetBrains IDE 的桥接工具：获取光标代码上下文、诊断运行报错、执行脚本、推送 Diff 修改供开发者审批。

Fiber laser parts knowledge: laser sources, cutting/welding heads, CNC controls, alarm codes.

MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, strategy, fantasy.

Pay-per-call Solana token rug-risk intelligence via x402. $0.01 USDC, no API key.

Deep security scans of repos you own from your editor: dependency CVEs, SAST, git-history secrets.

Expose the 5dive agent-fleet CLI (tasks, agents, digest) as stdio MCP tools.

MCP Server for software testing, test case management, test execution, and defect tracking.

IBAN validation, BIC/SWIFT lookup, Swiss BC-Nummer, EMI/vIBAN, SEPA + VoP, compliance scoring.

Free web search for AI agents — multi-engine parallel search, smart ranking, no sign-up, no limits

Send-decision email verification: agents get send/review/avoid with evidence, pay-per-call via x402.

Generate AI images and video from Claude, ChatGPT and Cursor via remote MCP.

Facility-level industrial pollutant releases across 33 European countries (official E-PRTR data).

Discourse MCP CLI server (stdio) exposing Discourse tools via MCP

Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.

Match news headlines to the Polymarket prediction markets they move - live odds and deep links

Live sports data & cross-book betting odds — ~500 tools, 28 providers, free, zero-config.

Official Arm MCP server for code migration, optimization, and Arm architecture guidance

Trust metadata for AI agents — check files before building on them, stamp verified work.

Author, validate, edit, and render deterministic .zen design docs to PNG/PDF.

Query 155 verified US county parcel ArcGIS REST endpoints for owner/APN lookup. No API key needed.

List, fetch and search AI Daily Insights — a Chinese daily AI-industry briefing built for agents.

MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and runs.

Control Tidbyt/Tronbyt LED displays: push text, images, and apps; brightness and night mode.

Cross-DEX price & spread for PancakeSwap v2+v3 on BSC via x402. Tool get_dex_spread(pair, fee?).

Semantic code graph MCP server for coding agents

Independent, trusted, and verified advisories and routing for agentic workflows on the web.

Drive VMD for GROMACS/LAMMPS analysis + clathrate-hydrate cage science (needs a local VMD)

VMware compliance scanning (CIS, vSphere SCG, GB/T 22239, PCI-DSS) with drift detection.

VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 29 MCP tools.

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

VMware NSX security: DFW policies, security groups, tags, Traceflow, IDPS — 21 MCP tools.

VMware NSX networking management with 31 MCP tools: segments, gateways, NAT, routing, IPAM.

vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requires vSphere 8.x+.

VMware vSphere storage management with 11 MCP tools: datastores, iSCSI, vSAN.

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.

Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.

An MCP server that stores Copilot customizations from the Awesome Copilot repository

Intelligent product canvas: iterate on your product's design with your coding agent, synced to code.