Discover Awesome MCP Servers

langchain-mcp

Provides semantic search across the entire LangChain ecosystem, including documentation and source code for LangChain, LangGraph, LangSmith, and DeepAgents.

shipstatic

MCP server for Shipstatic — deploy and manage static sites from AI agents. Works with Claude Code, Cursor, VS Code Copilot, and any MCP-compatible client.

Stock Market Research Assistant

So I tried out this cool tool I saw in a LinkedIn post https://openapitools.com All you need is your API schema (OpenAPI/Swagger), and it automatically generates an MCP schema for you. You can then drop it straight into Claude Desktop (or Cursor, LangChain, etc.) and instantly start chatting with

mcp-conceptnet

Enables querying ConceptNet, a multilingual semantic network, for word relations and semantic relatedness scores.

MCP Content Publisher

MCP server for publishing posts and retrieving metrics on social platforms like Telegram, with planned support for YouTube and Instagram.

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

Remote MCP Server (Authless)

Deploys a remote MCP server on Cloudflare Workers without authentication, allowing tools to be used from clients like Cloudflare AI Playground or Claude Desktop.

TickTick MCP

Enables AI assistants to manage TickTick tasks through natural language, including creating, updating, completing, and deleting tasks, as well as managing projects.

VoxelForge

A voxel editor with MCP bridge enabling AI agents to create and edit 3D models, supporting .vox/.obj formats, layers, and a web editor.

dashai-mcp

MCP server that gives agents the same interface as dashAI's GUI: explore datasets, list models, train, track jobs, and read metrics.

Procore MCP Server

Enables ChatGPT agents to read Procore project data and create confirmed daily log notes, with project allowlisting and OAuth.

BATON

Connect any AI session to any other across models, machines, and people with one code. Enables relay, handoff, and verification of session contexts.

Minimal MCP Server for AutoCAD DWG

A FastAPI-based MCP server scaffold designed to extract material tables from AutoCAD DWG files. It enables users to automate CAD data processing by configuring drawing folder paths and layer-specific extraction parameters.

HubSpot MCP Server

Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot data, allowing users to create/update CRM records, manage associations, and gain insights through natural language.

uplers-mcp

Enables searching and analyzing Uplers talent board opportunities with market insights, as well as tracking applications and shortlists locally; optionally with authenticated access, it can manage a user's Uplers account, profile, and job applications.

MCPMan

A Model Context Protocol server manager that acts as a proxy/multiplexer, enabling connections to multiple MCP servers simultaneously and providing JavaScript code execution with access to all connected MCP tools. Supports both stdio and HTTP transports with OAuth authentication, batch tool invocation, and dynamic server management.

Mattermost MCP Server

Enables comprehensive Mattermost administration and operations, including managing users, teams, channels, messages, plugins, and admin console settings through MCP tools.

arduino-mcp-server

Enables AI assistants to compile, upload, and monitor Arduino boards via natural language, with electrical safety checks and dependency management.

Skill Context Manager

Provides context-aware skill selection for AI agents, reducing token usage by 85-98% and improving accuracy through semantic retrieval, session memory, and feedback learning.

Network MCP Server

Enables AI agents to interact with Cisco IOS-XE network devices over SSH using structured tools. Provides read and write capabilities for network management with built-in validation and security.

Meta-MCP Server

A Model Context Protocol server that wraps multiple backend servers for token-efficient tool discovery via lazy loading. It enables AI models to browse available servers and fetch specific tool schemas on-demand, significantly reducing initial context overhead.

slop-mcp

An MCP orchestration layer that aggregates multiple MCP servers while exposing only 8 meta-tools, dramatically reducing context window usage, and provides SLOP scripting, event monitoring, and tool customization.

TrainerML

Advanced machine learning platform with MCP integration that enables automated ML workflows from data analysis to model deployment, featuring smart preprocessing, 15+ ML algorithms, and interactive visualizations.

Central-Memory-MCP

Model Context Protocol (MCP) memory server built with Azure Functions and TypeScript, providing persistent knowledge graph storage for your preferred MCP client. Inspired by and forked from @modelcontextprotocol/server-memory

google-slides-mcp

Enables low-level interaction with Google Slides API, including template reuse, element bounding box editing, slide rendering, and batch updates for automated slide deck creation.

Universal Database Gateway

Servidor MCP de banco de dados universal conectando-se a MySQL, PostgreSQL, SQLite, DuckDB e etc.

mcp-prompt-server

Enables dynamic prompt management by automatically discovering and serving markdown prompt files with YAML frontmatter via the Model Context Protocol.

voxcpm-mcp

Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion model from within Claude Code.

serp-it

An MCP server that aggregates web search results from multiple engines and optionally renders pages to Markdown, providing a unified search interface.

pref_pr_maringa_cnd

MCP server that provides a single read-only tool to query official debt certificates (Certidão Negativa de Débitos) for taxpayers in Maringá, PR, Brazil, enabling AI assistants to access this data through natural language.