Discover Awesome MCP Servers

Google Search MCP

Enables Large Language Models to perform real-time web searches using Google Custom Search API. Integrates with Claude Desktop to retrieve current information from the internet.

aesthetics-mcp

Provides Claude with queryable knowledge of 300+ visual aesthetics from the Aesthetics Wiki and enables turning that knowledge into design tokens, Tailwind configs, and design briefs.

remote-mcp-server

Enables running a remote MCP server on Cloudflare Workers with OAuth authentication, allowing MCP clients to connect and use defined tools via SSE.

tru8-mcp

MCP server for Tru8 Evidence Research that enables AI agents to submit claims or URLs and receive source-traced evidence organized by tier and type with element decomposition and relationship mapping.

Hometeam MCP Server

Provides an AI-queryable directory of Black-owned businesses in South Florida, allowing users to search by category, neighborhood, and specialty. It enables seamless discovery of localized businesses and services through natural language tools and real-time MongoDB integration.

Mobvoi TTS MCP Server

Model Context Protocol server that enables interaction with Mobvoi's Text to Speech and Voice Clone APIs, allowing MCP clients like Cursor, Claude Desktop, and Cline to generate speech and clone voices.

BOSH MCP Server

Enables managing BOSH deployments via natural language by providing tools to login to a BOSH director and execute arbitrary BOSH commands.

Bitly MCP Server

一个 MCP (模型上下文协议) 服务器实现，将 Claude 与 Bitly 集成，从而实现自然语言的短链接管理。该服务器允许 Claude 使用日常语言与您的 Bitly 链接进行交互。

Memory MCP

A local-first MCP server for persistent memory with vector search, metadata filtering, fact tracking, and graceful degradation when dependencies fail.

CIB Seven MCP Server

Enables investigation and diagnosis of CIB Seven BPM process instances through the CIB Seven REST API. Supports querying process instances, incidents, activity history, and BPMN definitions with Keycloak authentication and configurable variable redaction.

mcp-dev-workflow

An MCP server that provides deterministic tools for AI assistants to standardize development workflows, including branch naming, commit validation, and PR checklists.

codex-code-review

Enables Codex CLI to perform code reviews on uncommitted changes via an MCP tool, keeping review context separate from the main session.

FinishKit MCP Server

Enables AI agents to scan GitHub repositories for security vulnerabilities, deployment blockers, and code quality issues. It provides detailed findings and auto-generated code patches to help developers ensure their code is production-ready.

Claude Gemini MCP Integration

A lightweight server that connects Claude Code with Google's Gemini AI models, allowing developers to leverage Gemini's massive context window (1M+ tokens) for code analysis without leaving their coding environment.

Replicate Flux MCP

用于复制通量模型的 MCP。 通过提示生成图像。

Northwind FastAPI MCP Example

A Model Context Protocol (MCP) server that enables Large Language Models to interact with and query the classic Northwind database through a REST API.

Instagram DM MCP Server

A Model Context Protocol server that enables Claude or Cursor to send direct messages on Instagram, allowing AI assistants to interact with Instagram's messaging system.

personal-context

Enables LLMs to access a user's personal writing context—voice, style, opinions, expertise, projects, and communication patterns—via curated markdown files, helping the LLM match the user's voice when generating written content.

Jewish-Interest MCP Projects

一些可能对犹太用户感兴趣的 MCP (模型上下文协议) 服务器

MCP Optimizer

Enables solving linear programming (LP) and mixed-integer linear programming (MILP) optimization problems through natural language, with built-in simplex and branch-and-cut solvers plus infeasibility diagnostics. Includes optional OR-Tools fallback for larger problems and supports parsing optimization problems from natural language descriptions.

Math MCP Server

Provides secure mathematical computation capabilities including expression evaluation, symbolic math (derivatives, simplification), matrix operations, statistics, and unit conversion, with multi-tier acceleration through WebAssembly and WebWorkers for high-performance calculations.

presskit-mcp

An MCP server for publishing markdown articles to Medium and Substack via unofficial APIs, with tools to list, create, and manage posts and drafts.

Google Workspace MCP Server

Enables interaction with Gmail and Google Docs via MCP, including email search, read, send, and document read/create operations.

RPG Maker MZ MCP Server

Enables AI models to develop and automate RPG Maker MZ projects by creating maps, events, and plugins through natural language commands. It provides comprehensive tools for database management, asset integrity checks, and direct map tile manipulation.

Zoho Mail MCP Server

Enables AI assistants to read, send, search, reply to, and delete emails directly from a Zoho Mail account.

uptimepage

MCP server for Uptimepage uptime monitoring. An LLM client can read your monitors and incidents, run a check on demand, and post incident updates. Writes need an OAuth login and a scoped token, and each one is logged.

GPT Image MCP Server

An MCP server that enables text-to-image generation and editing using OpenAI's gpt-image-1 model, supporting multiple output formats, quality settings, and background options.

metabase-mcp-python

A Python MCP server for Metabase that enables AI assistants to query databases, manage dashboards, and interact with your Metabase instance.

MCP AI Docs

An MCP server that provides indexed, searchable access to Anthropic Claude and Google Gemini documentation, with full-text search, page fetching, and section listing capabilities.