Discover Awesome MCP Servers

rnv-color-mcp

Exposes RNV color workflow tools for color mixing, conversion, harmony generation, text transformation, and palette management, allowing LLMs to directly compute colors and manipulate palettes.

DiffBeam MCP Server

Enables AI agents and engineering tools to validate and simulate Gaussian beam optical systems, search component catalogs, and create immutable design links for optical design workflows.

Draw Things MCP Server

Enables LLMs to generate and transform images locally on Mac using Stable Diffusion through the Draw Things app, supporting text-to-image and image-to-image generation with Apple Silicon acceleration.

Mac-Commander

A minimal macOS GUI-automation MCP server providing tools to see app state, perform actions, manage apps, send notifications, and run AppleScripts with security boundaries.

Job URL Analyzer MCP Server

A FastAPI-based microservice that analyzes job URLs and extracts detailed company information by crawling job postings and company websites, with data enrichment from external providers.

archify-mcp

Analyzes project ideas and recommends suitable tech stacks, features, and architecture patterns.

Parking Information MCP Server

Enables querying parking lot information through an MCP server built with fastMCP, allowing users to retrieve parking facility data via API calls.

prompt-new-mcp

A Model Context Protocol server that saves prompts with timestamps and allows users to list previously saved prompts for Claude Desktop.

ssh-alias-mcp

Enables AI agents to SSH into Linux servers, run commands, deploy code, and manage servers via natural language, also doubles as a CLI for manual use.

mcp-readonly-code-server

A read-only MCP server that exposes a local code workspace to AI clients via stdio, providing file browsing and text search capabilities with path safety rules.

PDF MCP Server

Reads PDF files from local disk and returns their text and positional structure to an LLM host over stdio.

AI Interview Agents MCP Server

Lets any MCP client drive the recruiting workflow in natural language: create roles, screen CVs, schedule and manage candidate interviews, and read back scored reports with transcripts.

guidepost-mcp

Enables agents to navigate users through pre-defined decision trees by submitting answer labels, returning deterministic next instructions without extra LLM calls. Supports domain-independent procedural workflows with state tracking, handling of unknown responses, and a read-only Web UI.

Task Manager MCP

Enables intelligent task management with status tracking, dependency resolution, and automatic next task discovery based on preconditions and priorities. Supports hierarchical task structures with subtasks and flexible JSON-based configuration.

NIST MCP Server

Provides comprehensive access to NIST cybersecurity frameworks and controls, enabling AI assistants and applications to query, analyze, and manage NIST security controls through a standardized interface.

brain-operator-mcp

A TypeScript MCP server that lets ChatGPT and other MCP clients read and safely modify TheBrain through the TheBrain REST API.

Housecall Pro MCP

Connects Claude to the customer side of Housecall Pro, letting you view estimates and invoices, check company details, and decline estimate options using the link your contractor sent.

Schedulia MCP

A meeting scheduling assistant that enables users to view schedules, manage incoming requests, and send meeting invitations via the Schedulia API. It facilitates seamless coordination of meeting times and participant management through natural language commands.

hevy-mcp

MCP server for the Hevy fitness tracking app, enabling management of workouts, routines, exercise templates, folders, and webhooks through AI assistants.

catastro_mcp_server

A Python MCP server that queries Spanish Cadastre services for non-protected cadastral data and exports parcel geometry in GML, GeoJSON, and IFC formats.

Vector Memory MCP Server

Provides local vector-based semantic memory storage for AI assistants to persist context and decisions across sessions using local embeddings and LanceDB. It enables private semantic search and session handoff capabilities to maintain long-term project context.

modwire

Provides a tool to inspect and execute actions on a scaffolding API through Siren hypermedia links, enabling management of scaffolding resources without endpoint knowledge.

WebScraper MCP Server

An MCP server for advanced web scraping with automatic JavaScript rendering support using Playwright. It enables scraping pages, extracting links and images, and capturing screenshots.

Ollama Pydantic Project

Created sample project for pydantic agent with local ollama model with mcp server integration.

Mac MCP

A local macOS MCP server for AI Agents that exposes safe endpoints for shell commands, files, processes, macOS automation, browser control, and more.

G2 Reviews API MCP Server

Enables fetching structured JSON reviews from G2 product pages, including ratings, pros/cons, reviewer details, and optional product metadata.

humanMCP

A personal content server that lets individuals publish content with cryptographic proof of authorship and explicit license terms, allowing AI agents to interact via the Model Context Protocol.

Gremlin Web Scraper MCP

A lightweight HTTP module that enables scraping visible text from any publicly accessible webpage, integrating directly with VS Code's MCP system.

Document MCP

Enables reading and searching documents in allowlisted folders via LiteLLM and MCP tools, using COM for Office files to support IRM-protected content.

AI Diary MCP Server

A private, local-first MCP server that gives any AI long-term memory — its own diary. Zero models, zero network, zero subscription; smarter search than Notion, running entirely on your machine.