Discover Awesome MCP Servers

MCP Jupyter Server

Enables inspection and editing of Jupyter notebook files (.ipynb) through tools for reading, adding, updating, deleting, moving, and converting cells while preserving metadata.

Sayalabs MCP

A production-ready MCP server that injects a team of subagent interns, web search, and image generation capabilities into Claude Code using the Agy engine.

mongo-scout-mcp

A production-ready MCP server for MongoDB with AI-powered tools for exploration, querying, diagnostics, monitoring, data quality, and safe writes.

WayCast

Enables turning any company URL into a vertical brand film with script, voiceover, city backgrounds, and MP4 output via 7 MCP tools.

twitter-mcp

MCP server for automating Twitter actions like tweeting, liking, retweeting, and replying via browser automation, supporting multiple accounts without API keys.

Ariadne

Semantic code index and gatekeeper that exposes 14 read-only MCP tools for AI agents, enabling symbol search, definition lookup, reference finding, and impact analysis via static analysis of codebases.

Multi Edit MCP Server

Enables atomic batch find-and-replace edits across single or multiple files, reducing tool calls and token usage for efficient code refactoring.

time-toolkit

Enables interaction with Time Messenger and Mattermost-compatible servers via their REST API, supporting reading, writing, and event streaming with configurable write policies for safety.

n8n MCP Server

Enables Large Language Models to interact with n8n automation instances through the Model Context Protocol. Supports workflow management, execution, credentials handling, and security audits through natural language commands.

CortexScout

CortexScout is the Deep Research & Web Extraction module within the Cortex-Works ecosystem. Designed for agent workloads that require token-efficient web retrieval, reliable anti-bot handling, and optional Human-in-the-Loop (HITL) fallback.

sift-apple-mail-mcp

Sift enables AI assistants to search all of Apple Mail locally at high speed, including bodies and PDFs, returning collapsed threads with quoted replies removed, without sending data anywhere.

semhood

AST-aware semantic code search engine for AI agents, enabling code retrieval by intent with call-graph context and optional LLM enrichment.

JSON Compare MCP Server

Enables deep, order-independent comparison of JSON files to detect differences including missing keys, value mismatches, and type differences. Provides detailed reports with path tracking for precise identification of variations between JSON structures.

Deepin MCP Servers

A model context protocol server for Deepin Linux, providing system control, file management, web search, browser automation, and Git operations.

Base MCP Server

Enables AI applications to interact with the Base blockchain network, allowing wallet management, smart contract deployment, token transfers, NFT operations, DeFi interactions with Morpho vaults, and onramping funds via Coinbase.

Telegram Bot API Docs MCP

Scrapes the official Telegram Bot API documentation and provides tools for querying methods, types, fields, and relationships.

Docker MCP Server

Enables AI assistants to manage Docker containers, images, networks, volumes, and Compose services through the Model Context Protocol. It supports system operations, command execution within containers, and integration with Docker Hub and GitHub Container Registry.

Taiga Remote MCP Server

A remote MCP server for Taiga project management that enables multiple users to connect simultaneously with their own Taiga accounts via OAuth 2.1, providing access to Taiga resources through the Model Context Protocol.

PasarGuard MCP

Local MCP server for managing PasarGuard panels via their REST APIs, supporting read operations and a two-step plan/apply workflow for safe writes. It handles nodes, cores, hosts, groups, and users with confirmation-based changes and rollback plans.

rpgmaker-mz-mcp

Enables AI assistants to read and write RPG Maker MZ projects directly, covering database, maps, events, and system settings with 119 tools.

credit-risk-intelligence-mcp

MCP server that exposes the credit scoring model's deterministic tools (probability of default, SHAP explanations, typicality check, financial ratios) to AI agents, enabling natural language credit risk assessment.

Autodesk MCP Platform

Lets any MCP-compatible AI assistant read and edit Autodesk Civil 3D drawings through tools for alignments, surfaces, corridors, pipe networks, quantity takeoff, and cut/fill, using a local bridge plugin and named pipes.

azure-query-mcp

Enables read-only querying of Azure Log Analytics and Azure Resource Graph through MCP, supporting KQL queries, workspace discovery, and resource inventory exploration with Azure RBAC authentication.

xyte-mcp

Enables AI agents to discover and call Xyte's device management API endpoints with typed validation, supporting fleet investigation, ticket management, and routine operations through natural language.

奇黄&智草MCP医疗助手

MCP server for hybrid medical consultation integrating Western and Traditional Chinese Medicine, enabling symptom analysis, diagnosis, and treatment suggestions through two specialized models.

FINOS AI Governance MCP Server

Provides direct access to AI governance framework documents, risks, and mitigations from FINOS repositories, enabling research and risk management through natural language in Claude, VS Code, and other MCP-compatible tools.

MCP Create Enhanced

An enhanced dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers with multi-language support and strict parameter validation.

mlg-meta-mcp

MCP server for Meta Ads providing 30 tools for account discovery, campaign management, targeting research, and insights. Designed with LLM-friendly outputs and productivity features like cloning and bulk operations.

Claude Code MCP Bridge

A transparent message ferry between Claude Desktop and Claude Code CLI, enabling task delegation with any MCP configuration without the bridge needing to know about specific MCPs.

Material Design MCP Server

Enables browsing Material Design 3 documentation by listing top-level sections and retrieving page content as Markdown.