Discover Awesome MCP Servers

mcp_coordinator

A self-improving coding agent MCP server that enables code execution, semantic memory, and reusable skills via sub-agents, turning your AI client into a meta-operating system.

MCP_CAD

A SolidWorks-resident AI copilot for Mexican autoparts manufacturing PYMEs that enables Spanish-speaking junior CAD designers to interact with SolidWorks through chat for assembly mating, configurations, sketching, and other operations using a constrained, on-prem toolset.

LLM Memory MCP Server

A local-first, team-ready MCP server providing durable memory for LLM-based coding workflows with multiple storage backends and fast search.

Console MCP Server

Captures and stores console output from any process in SQLite with full-text search, enabling AI assistants to search logs, monitor errors, and analyze multi-process activity through natural language queries.

diffbot-mcp

A Diffbot MCP server that provides tools for extracting structured web content, searching the web with accuracy-focused ranking, and enhancing entity data from the Diffbot Knowledge Graph.

legal_scholarship_mcp

Enables searching scholarly literature via the OpenAlex database, with tools for full-text search, work details, citation lookup, and author queries.

TwitterAPI MCP Server

An MCP server that provides access to Twitter data and write actions through TwitterAPI.io, bypassing the need for a standard Twitter developer account. It enables users to search tweets, retrieve profiles, and post content with support for pagination and enterprise proxy configurations.

h1-brain

Connects AI assistants to HackerOne to pull bug bounty history, program scopes, and report details into a local SQLite database, exposing tools for searching, analyzing, and generating attack briefings using both personal and public disclosed reports.

mcp-vnc

An MCP server that allows AI agents to remotely control Windows, Linux, and macOS systems via VNC. It provides tools for mouse and keyboard interaction, text input, and screen capturing.

wazuh-mcp

An MCP server for the Wazuh SIEM/XDR platform that enables users to query agents, security alerts, detection rules, and decoders through Claude or other MCP clients. It provides specialized tools and prompts for investigating security alerts, performing agent health checks, and generating environmental security overviews.

science-ai-mcp-server

Academic peer-review (HAKEM), research-gap finding, journal recommender (1,214 venues with predatory flags), duplicate publication checker, and article writer tools from Science AI Journal. Free local FTS5 tools + LLM-backed tools that bill the caller's account.

Octagon: MCP For Investment Research

镜子 (jìng zi)

bolsa-de-carga-mcp

Freight marketplace MCP server for European road logistics. Search and manage freight loads, post truck capacity, create auctions, manage deliveries and drivers through the Cargoffer Bolsa de Carga API. Connect your AI agent to the freight marketplace.

TaskWarrior MCP Server

MCP server that wraps TaskWarrior command-line tool. Provides 22 tools for task management, GTD workflow, and habit tracking.

WinCC Unified MCP XT

An MCP server that interfaces with SIEMENS WinCC Unified SCADA systems via GraphQL to manage real-time and historical tag data. It enables AI assistants to browse SCADA objects, read or write tag values, and perform alarm management tasks such as fetching, acknowledging, and resetting alarms.

Remote MCP Server

A deployable Model Context Protocol server for Cloudflare Workers that allows running custom AI tools without authentication requirements.

AppsFlyer MCP Server

Integrates AppsFlyer analytics data with AI assistants, allowing users to fetch various aggregate data reports from AppsFlyer Pull API with secure authentication.

k8s-ops-mcp-server

Connects Claude Desktop to any Kubernetes cluster, enabling natural language queries for diagnostics and operations such as listing pods, viewing logs, scaling deployments, and more.

DB & Calculator MCP Server

A Model Context Protocol server providing tools for SQLite database operations (query, add, update, delete users) and mathematical calculations including basic arithmetic, expression evaluation, and statistical analysis.

Ping Host MCP

Minimal MCP server that enables network connectivity testing via ping commands from VS Code Chat. Features cross-platform support and secure execution using execFile with input validation to prevent command injection.

LightRAG MCP Server

Enables AI assistants to manage documents, query knowledge graphs, and perform retrieval-augmented generation using LightRAG with 30 tools and multiple query modes.

MCP Grocy API

Enables interaction with Grocy's API through MCP, allowing management of grocery inventory, shopping lists, and household tasks via natural language.

GCP MCP Log Diagnostics

Enables diagnosis of Google Cloud Platform logs using Gemini AI via MCP tools, fetching logs from Cloud Logging for issue analysis and root cause identification.

Yijing Bazi MCP Server

Provides traditional Chinese metaphysics analysis capabilities including I Ching divination (hexagram generation and interpretation) and Bazi (Four Pillars) fortune-telling with comprehensive life analysis covering career, wealth, relationships, and health predictions.

Speak AI MCP Server

Connects Speak AI transcription and insight data to Claude and ChatGPT, enabling natural language queries for summaries, action items, and quotes from recordings.

autowriter-mcp

A token-saving MCP server that coordinates automated writing workflows between Obsidian vaults and LMStudio or Gemini free API, with automatic fallback to Gemini when LMStudio is unavailable.

Linka MCP Next

A lightweight, modular MCP server for the Linka ecosystem, providing read-only runtime diagnostics, teach artifact management, and controlled actions via a clear contract layer.

lightning-mcp

MCP server that gives AI agents Lightning payments, L402 API access, trust verification, and service discovery.

NASA API Desktop Extension

Enables access to NASA space data and images through Claude Desktop, providing features like astronomy picture of the day, Mars rover photos, near-Earth object information, NASA image search, and Earth satellite imagery.