Discover Awesome MCP Servers

tekweld-ecommerce-mcp

MCP server that wraps the Tekweld ecommerce test API, providing tools to browse the mega menu and make generic API calls.

KogCat MCP Server

Provides AI-assisted judgment calibration by surfacing counterexamples, boundaries, and blind spots from a local knowledge base before acting on model answers.

oscilloscope-mcp

Enables remote control of Siglent oscilloscopes via SCPI over TCP/IP, allowing natural language commands for configuration, measurements, and waveform data retrieval.

WinSight MCP

Windows Screen Capture MCP Server — give Claude Code eyes on your Windows desktop.

@cyanheads/uniprot-mcp-server

Search UniProtKB by protein function, fetch curated records, map IDs across databases, and pull reference proteomes, taxonomy, and sequences via MCP. Supports both STDIO and Streamable HTTP transports.

M/M/1 Queue Simulation Server

Provides comprehensive M/M/1 queuing system simulation capabilities including theoretical calculations, parameter validation, SimPy simulation execution, and comparison of simulation results with theoretical metrics.

meshledger-mcp-server

AI-to-AI economic marketplace with on-chain USDC escrow on Base L2. Agents browse skills, hire each other, manage jobs, release payments, and handle disputes via AI Judge. 15 MCP tools, reputation scoring.

doc-mcp-server

A powerful Word document editing MCP server that provides complete document manipulation capabilities, including creation, editing, formatting, tables, images, and advanced features like footnotes and interface document generation.

gemini-embedding-2-mcp-server

A local MCP server that indexes files in a directory using Gemini Embedding 2, enabling AI agents to perform semantic search over local documents.

Intervals.icu MCP

Enables interaction with the Intervals.icu API, providing tools to manage workouts, messages, wellness data, and more through any MCP client.

MCP Server Boilerplate

A starter template for building Model Context Protocol servers that integrate with AI assistants like Claude and Cursor, providing custom tools, resource providers, and prompt templates.

Android Source Explorer MCP Server

Provides on-demand access to AOSP and Jetpack source code to help AI understand Android framework internals. It features a hybrid architecture using Tree-sitter and LSP for precise code extraction, cross-file navigation, and local source indexing.

MCP Servers

Cermin dari

Flowise MCP Server

A Model Context Protocol server that enables LLM tools to create, manage, and run Flowise chatflows and agentflows programmatically.

MCPHub

A centralized management platform that aggregates multiple Model Context Protocol (MCP) servers into a single unified endpoint for AI agents. It provides a web interface for hot-swappable tool management, proxying of existing servers, and AI-powered generation of custom MCP plugins.

dcc-mcp-substance3d-painter

Enables AI agents to control Substance 3D Painter, inspecting projects and exporting texture sets via a secure preset-based tool.

Fastmail MCP Server

Enables AI assistants to read, send, and manage emails, calendars, and contacts in a Fastmail account via the JMAP protocol.

nexus-browser-mcp

A browser-automation MCP server built on Playwright that provides deterministic snapshots via MutationObserver/requestAnimationFrame, HITL governance, multi-task isolation, and self-healing browser sessions for LLM-driven browsing.

Paint MCP

Exposes a Pygame-based drawing canvas as an MCP server, allowing LLMs to create digital art using standard shapes and freehand paths. It features a specialized oil paint mode that simulates realistic color mixing, paint depletion, and textured brush strokes.

Axonity Flow MCP Server

Enables AI agents to author and manage workflows, agents, tools, skills, policies, and reference docs in an Axonity tenant via the public REST API, with guardrails preventing direct publishing and secret exposure.

MCP Creator Growth

An interactive learning assistant that helps developers understand AI-generated code changes through quizzes and blocking learning sessions. It tracks and searches debugging experiences using RAG to ensure users build long-term technical understanding rather than just copy-pasting solutions.

anytype-mcp-remote-gateway

Exposes the official Anytype MCP server (which only speaks stdio) as a remote Streamable HTTP endpoint, enabling Claude mobile/web to connect securely via bearer-token auth and Tailscale Funnel.

Cupcake MCP Server

Enables users to search and retrieve cupcake order records through natural language queries. Provides search functionality across order details and fetches complete order information by ID.

local-agent-mcp

Enables ChatGPT to work directly on local projects by reading files, editing code, running tests and commands, inspecting Git state, and managing durable workflows, with optional delegation to local Codex agents for complex tasks.

NinjaTrader 8 MCP Server

Enables Claude Code to directly access NinjaTrader 8 accounts, positions, orders, market data, charts, and strategy management through a NinjaScript Add-On.

RiskProbe Agent

Local-first MCP server for credit risk analysis. It enables explainable rule discovery, statistical validation, PSI drift monitoring, and root-cause diagnosis on user-approved Parquet data while preserving privacy.

Dynatrace MCP Server

A remote MCP server that enables real-time interaction with the Dynatrace observability platform, bringing production-level monitoring data directly into development workflows.

pabal-web-mcp

An MCP server for converting App Store Optimization (ASO) data from platforms like App Store Connect into Web SEO data. It enables the creation of synced websites, keyword research, and automated blog content generation based on app store metadata.

Apps Script MCP

Enables users to create, manage, and execute Google Apps Script projects through natural language. It provides comprehensive tools for code editing, function execution, deployment management, and monitoring script processes.

NZBGet MCP Server

Enables users to control and monitor NZBGet Usenet downloads through natural language using MCP-compatible clients. It provides 17 tools for managing download queues, tracking history, and adjusting server settings like speed limits.