Discover Awesome MCP Servers

mcp-snowflake-server-no-write-system-prompt

MCP server for snowflake that doesn't allow write operations under any circumstances, and includes a system prompt.

CoinStats MCP Server

MCP Server for the CoinStats API. Provides access to cryptocurrency market data, portfolio tracking, and news.

UniRoboSim MCP

MCP server exposing UniRoboSim evidence, simulation state, camera images, and optional explicit control of owned simulation sessions.

Kirha Crypto Smithery Gateway

Enables execution of crypto-related tool planning through Kirha AI's API with configurable verticals, dynamic tool registration, and session-based authentication for secure cryptocurrency operations.

Scrivener MCP Server

Enables Claude AI to seamlessly interact with Scrivener projects for document management, AI-powered content analysis, and advanced writing assistance.

tooluniverse

Enables AI scientists to access over 1000 machine learning models, datasets, APIs, and scientific packages for data analysis, knowledge retrieval, and experimental design from any large language model.

workflow-generator

Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.

Databricks MCP Server

Enables AI agents to explore Unity Catalog metadata, execute SQL queries, and analyze data lineage including notebooks and jobs, empowering autonomous data discovery and query generation in Databricks.

Bifrost-MCP Gateway

Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading tool schemas based on semantic intent, enabling efficient orchestration of multiple backend tools from a single endpoint.

holographic-memory

Provides AI agents with associative long-term memory using Sparse Distributed Memory, enabling recall from vague cues and interference detection.

Content Distribution MCP

This server that distributes a single piece of content across 8+ channels (DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, Medium, Twitter) with automatic platform-specific adaptation, idempotent publishing, per-community anti-spam rules, and centralized state management.

ffmpeg-mcp-video-editor

Give any MCP client a real video editor — 32 typed tools over ffmpeg, Whisper and MediaPipe, plus an optional local UI with a drag-and-drop timeline.

lmstudio-mcp

Enables diagnosing, testing, benchmarking, and deliberately controlling LM Studio through a local-only MCP stdio server, with mutations disabled by default and evidence-based capability verification.

Data Science Agent MCP Server

Provides MCP-compatible tools for data analysis, including file reading, Python/SQL execution, and hypothesis testing. Enables autonomous data analysis agents to interact with a sandboxed environment.

Solana AI Terminal

Enables AI agents to interact with the Solana blockchain network, supporting documentation search, blockchain queries, wallet management, and cryptographic signing operations on Devnet and Testnet.

creative-tagger-mcp

Provides structured creative intelligence for ad creatives, enabling AI agents to analyze, tag, and optimize ad performance across 28 dimensions with memory and brand customization.

re-patch

MCP server for on-disk patching of binary artifacts with SHA-256 manifest, byte-level patch application, and manifest-driven restore, ensuring auditability and reversibility.

Universal Image Generator MCP Server

A multi-provider AI image generation server that allows users to create and transform images using Google (Imagen & Gemini), ZHIPU AI CogView-4, or Alibaba Bailian through any MCP-compatible application.

DAI MCP Server

Provides persistent memory capabilities through Neo4j graph database integration, allowing storage and retrieval of interconnected knowledge with complex relationships between entities. Enables long-term retention and querying of information across multiple conversations through graph-based memory management.

twentycrm-graphql-mcp

MCP server for Twenty CRM that enables AI assistants to interact with the CRM via GraphQL, including schema inspection and query execution.

MongoDB MCP Server

Provides a standardized interface for AI assistants to interact with MongoDB databases, enabling CRUD operations, schema analysis, and database management through the Model Context Protocol.

MCP Taobao Server

为大模型提供淘宝购物能力，支持搜索商品、加入购物车和生成待支付订单，人工完成付款。

DeAlgo MCP Server

Runtime decision firewall for AI agents that exposes the CSC engine as an MCP server, allowing agents to consult before executing risky actions.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API, enabling users to search and retrieve comprehensive information about movies, TV shows, and people. It supports trending lists, recommendations, and media details, returning results in Chinese by default.

Browser MCP Server Template

A browser automation MCP server with stealth mode, profile management, and multi-browser support, enabling LLMs to control browsers for tasks like navigation, data extraction, and form filling.

ChatGPT Desktop Commander MCP

A Python MCP server that allows ChatGPT to execute commands on your local PC via a secure Cloudflare tunnel.

Bamboo MCP Server

A read-only MCP server that exposes a self-hosted Atlassian Bamboo instance to AI assistants, enabling natural language queries about builds, deployments, and plan status.

YouTube Transcript Remote MCP Server

A remote MCP server that enables Claude AI to extract YouTube video transcripts through a zero-setup, cloud-hosted solution with multi-language support, smart caching via Cloudflare KV, and robust error handling.

Elba MCP Server

Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible assistant.

AI IDE Integration MCP Server

A comprehensive MCP server for AI IDE integration