Discover Awesome MCP Servers

MCP Server Trello

镜子 (jìng zi)

Figma MCP Server

启用 Cursor 通过模型上下文协议访问 Figma 文件，从而增强其准确解释和利用设计数据进行代码生成的能力。

SeedWeaver

Generates realistic, referentially-coherent test data (SQL INSERTs, JSON, or CSV) from your database schema, resolving foreign keys and respecting constraints. Paste CREATE TABLE DDL or a JSON schema and get ready-to-run seed data with valid relationships.

MCP Memory Server

Enables AI assistants to store and retrieve long-term memories using PostgreSQL with vector similarity search. Supports semantic memory operations, tagging, and real-time updates for persistent learning across conversations.

ogd-mcp-server

OGD MCP 服务器 (OGD MCP fúwùqì)

yourtraffic

Enables agents to access web analytics statistics via OAuth, providing a privacy-first, cookie-free analytics service.

Ollama MCP Server

Enables complete local Ollama management including listing models, chatting with local LLMs, starting/stopping the server, and getting intelligent model recommendations for specific tasks through natural language commands.

SafeNode MCP Gateway

An MCP proxy that enforces policy on every tool call, blocking or flagging actions before they reach downstream MCP servers.

Nível Socioeconômico e Renda Estimada

Enables AI agents to estimate a Brazilian individual's socioeconomic level and income from their CPF, based on income, occupation, and education. Provides a single read-only tool for querying this data via MCP over HTTP.

Cheesecube MCP Server

Exposes the Cheesecube Agent API as MCP tools, enabling listing engines and templates, searching assets, and creating, previewing, and publishing cheese and templates. Designed for use with MCP clients like Claude Desktop and Cursor.

小红书MCP服务

一个用于小红书API的MCP服务器，支持搜索笔记、获取内容、查看评论和发表评论等功能。

VMware MCP Server

Enables management of VMware vCenter and ESXi environments, including VM operations, resource management, and automation with Ollama AI and n8n workflows.

Git Metrics MCP Server

Analyzes git repository metrics to understand team health, development patterns, code quality, and collaboration through natural language queries. Provides insights on commit statistics, bus factor, velocity trends, technical debt, and burnout detection.

ValidationStation

AI powered, self healing JSON validator. Pay/call

hooklayer

Viral-content intelligence for AI agents — 7 read-only MCP tools for TikTok/YouTube hook scoring, virality prediction, trend analysis, and viral template search, with evidence-layer scoring.

Malaysia Payments MCP

Enables AI agents to accept Malaysian payments (FPX, DuitNow) through Billplz, providing tools to create payment links and check payment status.

fallcompass-mcp

Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations from foldkit as MCP tools and resources for integration with AI assistants.

Zappaz MCP Server

Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and manage multimedia messages, contacts, and locations. It supports automated WhatsApp interactions including text, audio, video, and document delivery via a remote server.

System Explorer MCP

Read-only MCP server for observing Linux hosts (systemd, ZFS, Docker, VMs, network, hardware, NixOS) as a graph of objects with provenance. Provides seven tools to list hosts, get status, collections, objects, evidence, lookup, and changes.

Unosend MCP Server

Enables AI assistants to send emails and SMS messages through the Unosend API. It also supports email validation, domain management, and contact list operations via natural language commands.

postgres-mcp

A Postgres MCP server with index tuning, explain plans, health checks, and safe SQL execution for AI agents.

Godot Sentinel MCP

Enables AI assistants to interact with Godot game projects through real-time error detection, automated testing, code analysis, and safe git-based patching. Provides comprehensive project context and development workflow automation for Godot developers.

Weather Pro

A production-grade MCP server that provides real-time weather data and demonstrates the complete MCP protocol surface including tools, resources, prompts, and structured output.

Scopus MCP Server

Enables searching Elsevier's Scopus database for scientific literature, retrieving abstracts and metadata, and exporting results in RIS or BibTeX format.

web-fetch-mcp

MCP server for web page fetching (converting to Markdown/text with automatic fallback between Tavily and Firecrawl) and web search via Tavily.

deep-think-mcp

An MCP server that provides a structured, persistent scratchpad for hard reasoning, with staged reasoning and self-critique, built for local models.

Databricks MCP Server

Enables AI assistants to interact with Databricks workspaces by hosting secure MCP prompts and tools on Databricks Apps. It allows users to execute Python-based tools using the Databricks SDK and manage prompts through simple markdown files.

faceton-mcp-server

FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic multi-model loading, and MCP-compatible OpenAPI metadata for offline face recognition and detection.

seosiri-aeo-geo-mcp

Enables AI Engine Optimization (AEO) and Generative Engine Optimization (GEO) audits, including llm.txt compliance, content stickiness analysis, and schema validation through natural language.