🔍代码审查 / GitHub MCP 推荐

Bug translation for vibe coders: plain-English diagnosis + paste-ready fix in your AI coding agent

MCP server for Atlassian Bitbucket Data Center - interact with repositories and code

MCP server for Atlassian Confluence Data Center - access and manage content

MCP server for Atlassian Jira Data Center - search, view, and create issues

French property prices, market trends & live listings for any French address. Powered by DVF data.

Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes.

Pre-deploy security auditor for AI agent code — the risks generic SAST misses.

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

AI drives one persistent tmux-backed terminal over MCP; ssh, containers & agent TUIs nest in it.

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

나라장터 사전규격정보서비스 Open API를 위한 로컬 MCP 서버

Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more

Let LLM help you achieve your regression analysis with Stata

Read-only MCP server for the WebAssembly spec: instructions, types, sections, search, proposals.

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

Unified MCP server — auto-detects Gemini, Codex, Ollama, Antigravity; registers available tools

Bridge Claude with OpenAI Codex CLI for AI-to-AI collaboration, code review, and second opinions

Runnable, versioned lists agents can search, read, create and update. Git under the hood.

Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.

Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcomes. Local.

Local-first memory for coding agents — MCP server, single SQLite file, local embeddings

GLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.

Linux MCP server for real-time system monitoring - CPU, memory, disk, network, processes, Docker.

MCP server for AgentDocs (agentdocs.eu): read, search, write, comment on & share Markdown docs.

Practitioner-verified EU customs facts: classification, duty, origin, procedures. x402.

Durable user/project memory for MCP clients: recall context and remember selected facts.

MCP server for Krexel — ship and edit websites from any AI assistant that speaks MCP.

Safety-first Terraform: confirmation-gated apply/destroy, risk & cost analysis, drift detection

Drafts Google review replies for local businesses; a human approves before StarReview posts.

MCP server for Arista EOS device operations via eAPI

ABAP ADT MCP server for reading SAP objects (programs, classes, tables, CDS) via ADT

Local-first MCP proxy with BM25 tool discovery, security scanning, quarantine & ~99% token savings

stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity-mcp.

Sandboxed shell exec for MCP clients: run untrusted agent commands in a gVisor container.

Search, inspect, pull and publish reusable AI-agent harnesses from onlyharness.com.

Tenant-bound MCP tools for Paybond agent spend controls, evidence, receipts, and settlement.

MCP server exposing NiceOneCode's JSON-to-C# converter as an AI-callable tool.

MCP server exposing NiceOneCode's JSON-to-C# converter as an AI-callable tool.

AI-powered media & entertainment intelligence — research, briefs, and market data.

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

Read/write Intervals.icu MCP server: activities, wellness, calendar, gear, and workouts.

Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agents via MCP.

Discover, inspect and call ranked external data & tool APIs with unified billing and usage audit

RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and probes

Credential custody for agents: use secrets blind (ssh/http/smtp/git/db), never in context.

Gate AI-written tests: heal safe drift, refuse to hide real bugs, sign a verifiable receipt.

MCP server for Appium mobile automation on iOS and Android devices with test creation tools.

Stealth browser for AI agents: fetch pages behind Cloudflare/DataDome/CAPTCHA, extract clean data.