发现优秀的 MCP 服务器

agent-rooms

MCP server for real-time communication between Claude Code sessions via chat rooms.

Atla MCP Server

一个 MCP 服务器实现，为 LLM 提供一个标准化的接口，以便与 Atla API 交互。

Postgres MCP Server

Enables interaction with PostgreSQL databases through natural language commands. Supports schema exploration, table inspection, DDL generation, data preview, and safe SQL execution with built-in query limits.

MCP MITM Mem0

Intercepts Claude conversations via MITM proxy and stores them in Mem0, enabling Claude to search and recall past conversations, learn user preferences, and maintain context across sessions.

Mcp Memory Bank

一个强大且可用于生产环境的大型语言模型（LLM）上下文管理系统。它基于 ChromaDB 和现代嵌入技术构建，提供持久的、特定于项目的记忆能力，从而增强您 AI 的理解和响应质量。

clude-mcp

A self-hosted MCP server that gives AI agents persistent, searchable memory with importance scoring, knowledge graphs, and autonomous memory consolidation.

Exnos

Live browser-state verification for AI coding agents. Provides real-time state of Chrome tabs including URL, title, form fields, buttons, console errors, and visible text via MCP tools.

OpenSincera MCP Server

Provides access to OpenSincera API for retrieving digital advertising publisher metadata, verification status, and operational metrics through domain or Publisher ID lookup.

daraz-mcp

Enables searching Daraz.pk products with smart cheapest detection and category support using documented API patterns.

Model Context Protocol(MCP) 编程极速入门

模型上下文协议（MCP）编程快速入门

fine-tuning-os

A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimensions to prepare, build, train, evaluate, secure, package, and deliver fine-tuned models without ever accessing client data.

mcp-abap-adt

A lightweight MCP adapter providing unified access to SAP ABAP metadata, source code, and diagnostics through ADT services.

MCP Google Custom Search Server

镜子 (jìng zi)

Memory-MCP

Shared, live team memory for Claude — a remote MCP server on Cloudflare Workers + D1.

Worker17

一个 MCP 服务器，用于监控员工生产力并在必要时解雇他们。

grok-build-plugin

Live X (Twitter) and web search for any coding agent through your existing Grok subscription. Exposes a grok_search MCP tool, so no X API key or X developer account is needed.

Tangled MCP Server

Enables interaction with Tangled, a git collaboration platform built on AT Protocol. Supports repository management, branch listing, and issue creation/management through natural language commands.

Workspace MCP Server

Enables AI agents to query MongoDB databases and project management REST APIs through a universal MCP interface, providing read-time access to workspace data.

rekabet-karar-mcp

Enables searching and retrieving US federal antitrust decisions from the CourtListener API, providing verified citations and full text for competition law research.

NomaCMS MCP Server

MCP server for NomaCMS. Manage collections, fields, content, and assets via AI agents.

DriveBC MCP Server

Provides real-time access to BC highway conditions, road closures, weather alerts, and traffic incidents through the Open511-DriveBC API with smart caching.

ShadowGit MCP Server

Provides AI assistants with secure, read-only access to ShadowGit repositories for debugging and code analysis. Enables powerful analysis of fine-grained git history captured automatically by ShadowGit's continuous commit tracking.

ValueScope

Standardized DCF valuation engine for stocks (A-shares, Hong Kong, US, Japan). One run_dcf tool with an analyst-style two-phase flow: baseline valuation from 5-year historicals, then a final valuation with reasoned assumptions — value bridge, sensitivity matrix, reverse DCF. Deterministic: same inputs, same result.

AWS Security MCP Server

Enables management and analysis of AWS security groups, S3 buckets, and VPC connections via MCP.

GitHub MCP Server

Enables LLM agents to search, read, and create GitHub issues and pull requests via natural language, using the GitHub API.

VICE Next MCP

Enables interaction with VICE emulators for Commodore systems through binary monitor protocol, supporting keyboard matrix injection and IEC observers for targets like C64, VIC-20, etc.

bugezy

Voice-powered bug reporting MCP server with 13 tools. Captures console logs, network errors, DOM traces, and developer voice descriptions. AI reads structured reports to find and fix bugs automatically. Chrome Extension + Python CLI.

Supabase MCP Server

Connects AI assistants to Supabase projects to manage databases, execute SQL queries, and handle project configurations. It enables tasks like table management, edge function deployment, and log retrieval through the Model Context Protocol.