Discover Awesome MCP Servers

SolidworksMCP-python

Python MCP server for SolidWorks automation with 109 tools covering the full CAD lifecycle. Enables AI-assisted design workflows through COM automation on Windows.

Offer Discovery MCP Server

Connects AI agents to a live offers API, returning structured product offers in real time.

dbnomics

Enables querying economic statistics from over 80 providers via DBnomics, with tools to list providers and datasets.

crashpoint-ios-mcp

An MCP server that exports, symbolicates, analyzes, and reports iOS/macOS crash logs using natural language, with integration for Apptics, Zoho Cliq, and Zoho Projects.

API Docs Generator AI MCP

API Docs Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

schoox-mcp-server

Enables querying Schoox LMS data (users, courses, enrollments, etc.) via natural language using AI assistants, without writing API code.

claude-concilium

Multi-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeek

Steam Library MCP Server

Provides access to your Steam game library data through Claude Desktop, enabling game search, filtering, details, recommendations, and statistics.

mcp-ffmpeg

Enables local media processing (video/audio) using FFmpeg and FFprobe, allowing frame extraction, audio conversion, and metadata retrieval through natural language.

AgentDank:

Model Context Procotol (MCP) server with tools for Cannabis Datasets.

sleeper-mcp

Provides read-only access to the Sleeper Fantasy Sports API for league info, rosters, matchups, drafts, transactions, and player data.

Scholarly Research MCP Server

Enables comprehensive academic research by searching and analyzing papers from PubMed, Google Scholar, ArXiv, and JSTOR. Provides full-text access, citation management, and research organization through five powerful consolidated tools.

Notion Advisor

An MCP server that provides AI assistants with full access to Notion workspaces, enabling search, read, create, and update pages, databases, and blocks.

Institutional Memory Agent MCP Server

Enables AI agents to query and record SOC analyst reasoning via a knowledge graph, allowing access to institutional memory from Splunk.

MCP Codebase Insight

A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.

postgres-ssh-mcp

A cross-platform MCP server for querying and introspecting PostgreSQL databases with SSH tunnel support, featuring multi-layered query safety and read-only enforcement.

ntnu-mcp

A read-only MCP server exposing NTNU course data to LLM assistants, enabling course catalog search, teaching schedules, weekly timetables, grade statistics, and course comparison tools.

a11y-learning-guide

Guides users to official WCAG and W3C resources for learning web accessibility, without providing its own explanations.

skyportal-mcp

A local MCP server for SkyPortal and Fritz that exposes astronomical transient data (photometry, spectra, classifications, observability) as tools for AI coding assistants.

Local Image Gen

MCP server for local image generation using FLUX.2 via Hugging Face diffusers, designed to run on a Windows GPU and be called remotely by Claude Cowork over Tailscale.

HRMS-Snaplogic-MCP

Enables integration between HRMS systems and Snaplogic through the Model Context Protocol, allowing AI assistants to interact with HR data pipelines.

mcp-server-hello

MCP server providing tools for addition, current time, config index updates, a random joke resource, and a friendly greeting prompt.

Notion AI Chatbot + MCP Server

Supercharges any Notion workspace with an AI chatbot and MCP server, enabling natural language interaction, search, summarization, and content generation.

mcp-india-stack

An offline-first MCP server for Indian financial, tax, and government APIs, providing tools for identity validation (PAN, Aadhaar, GSTIN), tax calculations (Income Tax, TDS, GST), and master data lookups (IFSC, Pincode, HSN/SAC) with zero authentication required.

strava-mcp-bridge

Bridges local stdio MCP clients like Codex and OpenCode to Strava's official MCP endpoint, enabling Strava data access via imported OAuth credentials from Claude Code without a developer app.

mcp

mcp example from webset

ResumeMCP

Enables AI assistants to fetch a master resume, tailor it to a job description, and generate a polished PDF resume using headless Chromium.

Gaphor MCP Server

Interact with models