Discover Awesome MCP Servers

DimeVision MCP Server

Enables AI assistants to analyze weld photos for quality scoring and identify common defects like porosity or undercut. It provides practical bead-building tips and technical guidance for MIG, TIG, and Stick welding processes based on AWS/ASME standards.

mcporter-bridge

Bridges a local mcporter registry into a single MCP server, enabling clients like Codex and Claude to list, inspect, and call tools from multiple MCPs with lazy loading.

edgex-mcp

MCP server for EdgeX perpetual contract trading, providing 16 AI agent tools for market data, account management, and order execution.

korea-realestate-mcp

Enables AI agents to query and analyze Korean apartment real estate transaction prices (sales and rentals) using natural language, providing tools for price trends, regional comparisons, and rent ratios.

Handwriting OCR MCP Server

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mirofish-mcp-server

MCP server that connects AI clients to a local MiroFish instance for document-driven multi-agent simulations and prediction report generation.

app.wishpool/finland-payments-mcp

Enables AI agents to accept payments in Finland via Stripe hosted checkout, supporting cards, Klarna, Apple Pay, and Google Pay.

WeatherMCP

An MCP server providing US National Weather Service data with tools to fetch weather alerts by state and forecasts by coordinates.

gbrain

A local-first compiled knowledge graph MCP server that provides structured memory for AI agents with full-text search, vector embeddings, and timeline tracking.

docx-mcp

MCP server for generating professionally formatted Word documents (.docx). Supports corporate templates (colors, fonts, logo), headers/footers, and Markdown conversion.

JLCEDA MCP Server

Enables AI assistants to interact with JLCEDA EDA for schematic/PCB design operations like component placement, wiring, and circuit analysis through natural language.

AutoCAD MCP Server

Enables Claude Web to control a local AutoCAD instance via MCP, exposing 149 tools for CAD operations with dual COM/ezdxf backend support.

HighLevel MCP Server

Enables AI agents to manage multiple HighLevel CRM sub-accounts through a single OAuth-based MCP server, providing read-only access to contacts, conversations, opportunities, calendars, payments, blogs, emails, and social media.

Oracle MCP

Enables semantic search and knowledge management for storing and querying principles, patterns, and learnings using hybrid keyword and vector search.

MCP Weather Server

A simple Model Context Protocol server that provides real-time weather data to AI agents like GitHub Copilot, allowing users to get current weather information for any city through natural language queries.

nexla-document-qa-mcp

A local MCP server that answers natural language questions over a collection of research PDFs, using semantic retrieval and Gemini for grounded answers with citations.

forge

a claude code harness engineering tool

rn-devtools-mcp

Enables AI assistants to inspect React Native app performance including memory, rendering, frames, and network requests, providing plain-language summaries and shareable reports.

MCP Chat

Enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations via the MCP architecture.

umdgencli-mcp

An MCP server that lets AI agents drive UMDGenCLI to create and edit PSP UMD images (ISO/CSO/DAX). It exposes all major UMDGenCLI functions as tools for building compilations, saving images, converting formats, patching, extracting, and inspecting.

Instagram MCP Server

Enables AI assistants to interact with Instagram and Facebook accounts through their APIs, supporting messaging, post management, commenting, and content creation.

jacobian

An MCP server for executable mathematics that enables agents to construct objects, compute invariants, search for witnesses, and verify results with independently checkable evidence.

AndroJack-mcp

Enables AI coding assistants to access up-to-date, official Android documentation and APIs, reducing hallucinations from stale training data.

NotebookLM MCP Server

Provides CLI and MCP server to programmatically access Google NotebookLM, enabling AI assistants to create notebooks, add sources, generate podcasts, and more, with support for both personal and enterprise accounts.

Axis MCP

MCP server for configuring Axis IP cameras via VAPIX, supporting device info, snapshots, image settings, overlays, network, PTZ, and system management.

icfmcp

Enables AI assistants to search, summarize, and retrieve records from ICF knowledge files using tag-based and full-text search, with support for ICX indexes.

polyplan-mcp

Enables structured multi-model AI planning sessions across multiple CLI coding tools, orchestrating independent planning, peer review, and final synthesis.

MCP Deployment

A simple demonstration MCP server that provides a sum_numbers tool for calculating the sum of a list of integers, built using the FastMCP framework.