发现优秀的 MCP 服务器

whatsapp-connect-mcp

Enables MCP clients to read, search, and send WhatsApp messages with a server-enforced send gate for safety.

Git MCP Server

Enables issue-to-code automation for GitHub and GitLab by connecting AI assistants (Claude Code, Gemini CLI, Codex) via MCP, with slash commands for issue analysis, planning, implementation, testing, documentation, and PR creation.

MCP Memory Server

A persistent local vector memory server that allows users to store and search project-specific context using LanceDB and local embeddings. It enables MCP-compliant editors to maintain long-term memory across different projects without requiring external API keys.

MCPist

A gateway service that connects AI assistants to numerous external tools like Notion, GitHub, and Google Workspace through a single Model Context Protocol endpoint. It provides a centralized hub for managing multiple tool integrations with secure authentication and a unified API architecture.

sqlens-mcp

Provides Claude with read-only access to local development databases (Postgres, MySQL, SQLite) to inspect schemas, run SELECT queries, and explain query plans without leaving the conversation.

Bilinc

Hosted memory for coding agents, exposing commit_mem, recall, and status over stdio. Each write carries provenance, contradictions surface as inspectable state changes, and a bad run can be rolled back from a snapshot.

glm4v-mcp

Enables to analyze images using GLM-4V vision model via the MCP protocol, supporting local file paths and Data URLs.

pg-mcp

PG-MCP 是一个 HTTP 服务器实现，它使 AI 系统能够通过 MCP 与 PostgreSQL 数据库进行交互，并提供查询、连接到多个数据库以及浏览模式资源的工具。该系统通过从数据库目录中提取表/列描述来丰富上下文。

🎨 Ideogram MCP Server

镜子 (jìng zi)

Prompt Auto-Optimizer MCP

An MCP server that automatically optimizes AI prompts using evolutionary algorithms, helping improve prompt performance, creativity, and reliability through iterative testing and refinement.

mcp-server-plus

A TypeScript toolkit for building Model Context Protocol servers with tools, prompts, resources, middleware, and testing helpers, reducing boilerplate.

@gryps/agent-mcp

Read-only MCP server for Gryps venue state, enabling Claude to query live markets, fee schedules, funding parameters, and open interest.

Unified Figma MCP

Coordinates Plumb and Custom Figma MCP backends under one unified interface, exposing backend health and switch prompts because only one active plugin bridge is supported at a time. Currently includes investigation docs, diagnostic probes, and a Stage 2 coordinator runtime.

am-memory

Persistent memory for Claude Code — a self-evolving knowledge layer that survives across sessions, grows from every conversation, and surfaces relevant context automatically.

MCP NVD Server

A Model Context Protocol server that retrieves CVE information from the National Vulnerability Database, allowing AI models to access up-to-date vulnerability data.

Nobulex MCP Compliance Server

Provides covenant rule enforcement, hash-chained audit logs, and integrity verification for MCP-compatible agents. It enables users to define granular permission rules and maintain a tamper-evident audit trail of all actions.

Memory MCP

一个模型上下文协议服务器，允许用户使用 SQLite 存储来存储、检索、更新和删除记忆。 (Or, a slightly more formal and technical translation:) 一个模型上下文协议服务器，该服务器允许用户使用 SQLite 存储机制进行记忆的存储、检索、更新和删除操作。

compliance-mcp

Provides regulatory and compliance intelligence from free government sources, including rules, recalls, enforcement actions, and comment deadlines, classified by industry and severity.

AI Calendar Assistant

Provides a set of MCP tools to manage Google Calendar events via natural language, allowing creation, querying, updating, and deletion of events through a local LLM (Ollama) and MCP client.

Twilio SMS Server

Enables AI assistants to send SMS messages via Twilio through the Model Context Protocol or a standalone REST API. It supports standard messaging, automated greetings, and creative content generation using natural language.

Confluence Cloud MCP Server

Enables interaction with Confluence Cloud pages, spaces, content, media, and navigation via natural language, with session-based editing and native macro support.

IP Lookup MCP

Provides IP address geolocation and lookup via ip-api.com, no authentication required for basic usage.

oss-intel-mcp

Open source intelligence for AI agents — GitHub project-health scoring, package dependency-risk analysis, trending repositories, license checks, and side-by-side package comparison.

dankgeek-gsc-mcp

A remote MCP server template deployable on Cloudflare Workers without authentication. Enables easy connection from Cloudflare AI Playground and local clients via mcp-remote proxy.

TickerRisk MCP Server

Checks an options trade for hidden catalysts such as earnings, FDA decisions, and court dates, scoring risk over a specified expiry window.

orionbelt-semantic-layer-mcp

MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed semantic models, compile YAML metric definitions into optimized SQL across 8 engines (BigQuery, ClickHouse, Databricks, Dremio, DuckDB, MySQL, PostgreSQL, Snowflake), and execute analytics queries via natural language. Works with Claude, Cursor, Windsurf, and Copilot.

realtime-register-mcp

An MCP server for domain management, enabling domain availability checks, bulk domain checks, and API connectivity testing through the RealtimeRegister API.

Pexels MCP Server

An MCP server to search for photos and videos on Pexels.

hono-mcp-server

Easily expose your Hono API endpoints as MCP tools with minimal configuration, supporting type-safe input handling and tool registration.