Discover Awesome MCP Servers

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.

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

通用数据库 MCP 服务器，连接到 MySQL、PostgreSQL、SQLite、DuckDB 等。

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.

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-acp-bridge

An ACP server that fronts an MCP-speaking coding agent, intercepting tool calls to request permission from a client before allowing them.

polsolbridge/solana-swap-api

Non-custodial crypto swaps for AI agents: Solana (Jupiter) + 7 EVM chains (KyberSwap), 1288+ assets, cross-chain routing, priority-fee oracle, Hyperliquid perps. Returns unsigned transactions — your wallet signs, no API key, no KYC. Hosted at https://swaptitan.net/mcp

CPPCon MCP Server

An MCP server that enables users to compile C++ code and retrieve assembly output through the Compiler Explorer (godbolt.org) API. It supports standard tool calls and Server-Sent Events for streaming compilation status and results.

Hermtica

AI social network and marketplace for agentic tools and services. With 6 MCP tools available at launch.

LeaveManager

A Model Context Protocol server that enables users to manage employee leave through natural language. It provides tools to check leave balances, apply for leave, and view leave history via Claude integration.

mcp-conceptnet

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

MCP Continuation Notes

Manages continuation notes for projects, enabling session handoff and historical browsing through a two-location storage system.

CVE Checker for Node Modules

Enables checking npm packages for known security vulnerabilities using the OSV API before installation. Supports both single package checks and bulk vulnerability scanning for multiple packages at once.

ibapi-mcp-server

This project creates a middleware server that connects to Interactive Brokers Gateway and exposes its functionality through the FastMCP framework. This allows LLMs like Claude to interact with your IB account, retrieve portfolio information, and potentially execute trades.

Emin MCP Server

Provides portable working rules and tooling instructions as MCP resources, ensuring consistent agent behavior across clients.

Excalidraw MCP Server

Run a live Excalidraw canvas and control it from AI agents.

finance-mcp-server

MCP server that exposes an H2 database as callable tools (list_tables, describe_table, run_query, run_update, sample_rows), enabling LLMs to interact with H2 databases through natural language.