Discover Awesome MCP Servers

CONTAM MCP

A Windows-based MCP server that exposes NIST's CONTAM simulation tools and ContamX bridge-mode controls to AI agents. It enables automated airflow and contaminant transport modeling, including project inspection, simulation execution, and real-time bridge session management.

After Effects Motion Control Panel

A robust system that connects web UI to After Effects, enabling real-time command processing and monitoring with comprehensive error handling.

rybbit-mcp

Enables querying Rybbit Analytics data directly through MCP-compatible clients like Claude Code. It provides tools for monitoring website statistics, user sessions, error logs, funnels, and performance metrics via natural language.

hypermnesia

A semantic memory store for AI agents, enabling persistent memory across sessions via MCP tools with semantic search, scoped access, and local embeddings.

Accessibility MCP Server

Provides conversational, actionable accessibility testing for AI agents, including auditing, prioritization, and code-level fixes.

galaxy_classification_mcp

Enables classification of galaxy images by Hubble type and answering custom astronomy questions using the Qwen VL vision-language model via DashScope.

Word Document Reader MCP Server

Enables reading and analyzing Word documents with advanced features including table extraction, OCR image analysis, full-text search, and intelligent caching for optimized performance on large documents.

MCP Memory Server

Provides persistent memory functionality for AI conversations by creating, managing and querying entities and relationships in a knowledge graph. Features SQLite storage, advanced search capabilities, and Windows auto-start integration for long-term AI memory retention.

Scryfall MCP Server

MCP server for searching and retrieving Magic: The Gathering card information via the Scryfall API, with support for field presets, multiple output formats, and automatic rate limiting.

obsidian-mcp-server

Connects Claude.ai to your local Obsidian vault for full CRUD access, search, and daily note creation via the Model Context Protocol.

ToolRoute

Intelligent routing layer for AI agents — recommends the best MCP server and LLM for any task, scored on 132+ real benchmark executions.

Metis

Metis — an open-source (AGPL-3.0), local-first MCP server / research companion. It answers from the user's own indexed PDF library with page-level citations (and flags what it can't find rather than inventing), keeps all data on the user's machine, and routes requests to 34 specialist agents.

Unsplash API MCP Server

An API that exposes Unsplash image search, listing, and random photo capabilities as MCP tools, enabling AI models like Claude to directly interact with Unsplash's services.

cryptoiz-mcp

AI-powered Solana DEX smart money signals. Detects whale/dolphin accumulation, divergence patterns, and market phase across 170+ tokens. Pay-per-call via x402 USDC micropayments.

MCP TypeScript Template

A starter template for building remote Model Context Protocol servers using TypeScript, providing modern tooling and best practices while leveraging the MCP TypeScript SDK.

WooCommerce MCP Server

Enables AI agents to manage WooCommerce stores, including products, orders, customers, categories, coupons, attributes, variations, order notes, refunds, reports, payment gateways, meta data, reviews, settings, data, posts, and system status through natural language.

mcp-local-gateway

Minimal MCP server exposing a single tool, run_date, to execute the local date command via a Streamable HTTP endpoint.

memtrace

Memtrace is a persistent memory layer for coding agents, built as a bi‑temporal structural knowledge graph over your codebase (AST‑driven symbols and relationships, plus temporal evolution and cross‑service API topology)

SudoMock

Product mockup rendering API for e-commerce and print-on-demand. Upload Photoshop PSD templates, render photorealistic mockups by placing your designs onto smart object layers. 9 tools including AI-powered render (no PSD needed), template management, and account info. Supports remote HTTP (OAuth) and local stdio (npx) transports.

Rvvel Affiliate Links MCP Server

Central hub for managing affiliate links across all Rvvel applications and AI agents, enabling storage, retrieval, search, and tracking.

dero-mcp-server

Read-only MCP server for querying DERO blockchain — blocks, smart contracts, transactions, network info. Privacy-first, runs locally.

MCP Server

A Django-based implementation of the Model Context Protocol (MCP) for managing political preferences and visions for the future.

context-awesome

Give your AI agents access to 8,500+ community curated awesome lists with over 1 million curated resources.

memsearch-mcp

Provides hybrid vector+BM25+reranker search and index-refresh tools over agent memory stored in markdown files, enabling forge agents to query memory across session, working, and docs tiers without direct file access.

Shopmonkey MCP Server

Enables AI agents to interact with the Shopmonkey REST API to manage shop management data including work orders, customers, vehicles, and inventory. It provides 33 tools across 9 resource groups with built-in support for rate limiting, concurrency control, and multi-location management.

Toolkits MCP

A collection of image processing tools that enables users to optimize images, remove backgrounds using AI, and generate favicons from logo files locally.

Google Web Search MCP Server

Enables Google web search via MCP, compatible with gemini-cli's google_web_search tool.

depsonar

Comprehensive dependency audit MCP server supporting 9 languages and 23 tools for scanning, updating, security auditing, and migration detection.

MCP TypeScript SDK

A toolkit for building Model Context Protocol servers and clients that provide standardized context for LLMs, allowing applications to expose resources, tools, and prompts through stdio or Streamable HTTP transports.

Task MCP Server

A simple task management server that enables users to add, list, complete, and delete tasks through natural language interactions in Claude Desktop.