Discover Awesome MCP Servers

memora

Persistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.

CSMAR MCP Server

Enables direct access to CSMAR financial databases through Claude Code. Supports 240+ databases including financial statements, stock trading data, and company information with intelligent login management and 11 MCP tools.

Outline MCP Server

An MCP server that enables reading, writing, and searching documents in Outline via its API. It supports document management, full-text search, and collection organization using Markdown formatting.

Paper Search MCP Server

Enables searching, downloading, and reading academic papers from multiple platforms including arXiv, Semantic Scholar, PubMed, bioRxiv, medRxiv, IACR, Google Scholar, RePEc/IDEAS, and Sci-Hub with PDF to Markdown conversion.

imap-mail-mcp

An MCP server that lets Claude read, search, and send email over standard IMAP/SMTP.

Twilio SMS MCP Server

Enables AI agents to send, receive, schedule, and manage SMS and MMS messages using the Twilio Programmable Messaging API. It provides comprehensive tools for handling bulk messaging, conversation threads, and real-time inbox monitoring through a secure, production-grade architecture.

autoglm-mcp

Enables AI agents to analyze and interact with Android phone screens via ADB, using the AutoGLM model to answer queries about screen content and coordinates.

Google Workspace MCP Server

Exposes a curated set of Google Workspace CLI operations as tools for managing Drive, Sheets, Calendar, Docs, and Gmail. It provides a focused set of high-value operations to avoid context window bloat while enabling file management, spreadsheet updates, and email interactions.

mcp-governance-proxy

An MCP server that acts as a governance proxy for AI agents, evaluating each tool call against policies before execution, enabling secure and controlled access to systems like Slack, GitHub, and AWS without exposing credentials to the agent.

Superset MCP Server - TypeScript

Enables AI assistants to interact with Apache Superset instances programmatically, providing 45+ tools for dashboard management, chart creation, database operations, SQL execution, and complete Superset API coverage. Supports multiple transport modes including stdio, SSE, and HTTP streaming for flexible deployment options.

lineageverse-mcp

MCP server for single-cell lineage tracing analysis, enabling conversational reconstruction, visualization, and heritability analysis of lineage trees using Cassiopeia, pycea, and treedata.

Postlark MCP Server

Enables AI agents to manage and publish blog posts on Postlark via tools like create_post, update_post, list_posts, and more.

Poppify Studio

Photo-to-reel MCP for solo founders and SMBs. Upload 1–10 photos and get a captioned vertical reel for Instagram, TikTok, YouTube Shorts, or Facebook — with motion, library-matched music, and optional AI voiceover.

Legion Demo

Enables interaction with the Agent Legion platform through MCP. Provides tools such as tool_say_hi to demo the server's capabilities.

document-manager-mcp

MCP server for managing product documentation as markdown files. Supports creating, reading, updating, deleting, and searching docs with optional semantic search.

simple-mcp-runner

Simple MCP Runner makes it effortless to safely expose system commands to language models via a lightweight MCP server—all configurable with a clean, minimal YAML file and zero boilerplate.

ProtonMail MCP Server

An MCP server that connects to ProtonMail via Bridge, enabling AI assistants like Claude to manage your email.

mcp-nrepl

Connects to nREPL servers to evaluate Clojure code interactively, enabling AI assistants like Claude to run Clojure code in real-time.

@thatworkagency/mcp-shopify

Model Context Protocol server providing read-only access to Shopify Admin API for products, orders, customers, and shop information with multi-store support via HTTP.

Slack MCP Server

Self-hosted MCP server for Slack using User OAuth Token, enabling message management, channel operations, and user interactions via natural language.

Slack MCP Server

A Model Context Protocol (MCP) server for Slack integration, allowing Claude to interact with your Slack workspace.

TradeX MCP Server

Enables AI agents to research, analyze, and trade Pokemon card perpetual futures on the TradeX platform. It supports market data retrieval, trading simulations, and secure transaction execution using local Solana keypairs.

mcp-toolselect

An MCP server that recommends specific tools for tasks by learning from usage patterns and historical success rates. It enables users to register tool capabilities and provides ranked recommendations that adapt based on feedback and execution data.

Chotu Robo Server

An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) with AI, allowing control of hardware components like LEDs, motors, servos, and sensors through AI assistants.

Universal Memory MCP Server

A portable MCP server providing a shared intelligent memory system for any MCP-compatible AI tool, enabling storage, retrieval, extraction, and governance of memories across sessions.

3dspace-mcp-server

Converts OpenAPI specifications into MCP tools to access 3DSpace Engineering Web Services APIs, enabling natural language interaction with 45+ services for engineering, manufacturing, and project management.

AV-MCP Automator

Middleware that uses Model Context Protocol and generative AI to automatically generate native Crestron Construct interfaces (.cuig/.cuib), enabling natural language creation of AV control UI components.

tsrs-mcp-server

Here are a few possible translations, depending on the context and what you want to emphasize: **More literal translations:** * **Servidor MCP Tushare em Rust** (This is a straightforward translation, good if you want to be clear and concise.) * **Servidor MCP Rust para Tushare** (This emphasizes that the Rust server is *for* Tushare.) **More descriptive translations (if you want to add context):** * **Servidor MCP implementado em Rust para a plataforma Tushare** (This is more descriptive, saying the server is *implemented* in Rust and *for* the Tushare platform.) * **Servidor MCP escrito em Rust para uso com Tushare** (This emphasizes that the server is *written* in Rust and *for use with* Tushare.) **Explanation of terms:** * **Tushare:** This is likely a proper noun and should remain as "Tushare" in Portuguese. * **Rust:** This is a programming language and should remain as "Rust" in Portuguese. * **MCP Server:** "MCP Server" is likely an abbreviation. Without knowing what "MCP" stands for, it's best to leave it as "Servidor MCP" in Portuguese. If you know what MCP stands for, you could translate that part. For example, if MCP stands for "Message Control Protocol," you could use "Servidor de Protocolo de Controle de Mensagens." However, keeping it as "Servidor MCP" is generally safer if you're unsure. Therefore, the best translation depends on the context. If you want a simple and direct translation, **"Servidor MCP Tushare em Rust"** is a good choice. If you want to be more descriptive, use one of the longer options.

Fabric MCP Server

An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driven pattern execution directly within Cline tasks.

OpenSCAD MCP Server

Enables AI assistants to render 3D models from OpenSCAD code, generating single views or multiple perspectives with full camera control. Supports animations, custom parameters, and returns base64-encoded PNG images for seamless integration.