Discover Awesome MCP Servers

Unit Converter AI MCP Server

Enables unit conversion for length, weight, temperature, and currency using simple tools, with a free tier and paid upgrade for higher usage.

WIP: MCP Server Superset

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earthquake-mcp-server

Real-time earthquake data and seismic monitoring for AI agents via the USGS Earthquake Catalog API.

iMovie MCP Server

An MCP server that enables AI-powered video editing with iMovie on macOS.

onchain-agent-wallets

MCP server that gives AI agents a Solana wallet with a capped, revocable token allowance from a user-owned vault, enforced on-chain by SPL Token delegations plus local guardrails, without exposing the owner's private key.

Food Order Bot MCP Server

Enables menu browsing, recommendation requests, and shopping cart management through a Model Context Protocol interface. Users can interact with food order services to query items and handle order additions or removals via natural language.

SAP Commerce MCP Server

Enables interaction with SAP Commerce systems through OCC APIs, supporting product discovery, cart management, customer support operations, and store information retrieval. Provides both local and remote connectivity options for AI agents to perform e-commerce tasks.

MCP Dummy DB Integration

A secure Model Context Protocol implementation that enables AI agents to query PostgreSQL databases through predefined tools for employee, project, and issue data. It protects sensitive credentials and prevents arbitrary SQL execution by acting as a controlled connector layer between the LLM and the database.

SPIRED-Stab MCP

Enables protein stability prediction ($DeltaDelta$G and $Delta$Tm) and systematic mutation analysis using the SPIRED-Stab deep learning model. It supports single variant analysis, batch processing, and job monitoring via Docker-based inference.

beyourself

MCP server for BeYourself, enabling AI agents to analyze text, code, and audio for AI-generated patterns, batch score documents, retrieve flagged sections, and process audio into stems and MIDI.

outstations-mcp

Provides access to yacht-club outstation records including size limits, rafting rules, booking processes, amenities, and overnight-comfort ranking, preloaded with three Royal Victoria Yacht Club outstations.

Activity Log MCP Server

A persistent activity log server that allows MCP-compatible AI assistants to log events, decisions, and system logs over HTTP, with a built-in web dashboard for monitoring and searching logs.

tplink-easy-smart-switch-mcp

MCP server for managing TP-Link and Mercury Easy Smart switches via their web interface, enabling read-only status checks and VLAN/trunk configuration with dry-run support.

brd-enhancer-mcp

Enhances developer tasks by retrieving relevant context from project documentation via a backend API. It enables users to generate enriched task descriptions and prompts by automatically integrating specific technical details from their project documents.

MCP-webfetch

A web fetching MCP server with HTTP proxy support, allowing AI to retrieve web content in markdown, text, or HTML format while handling anti-crawler detection and redirects.

arxiv-reader-mcp

MCP server for searching and retrieving arXiv papers with full-text PDF extraction.

Food Data Central MCP Server

Enables AI agents to search the USDA's FoodData Central database and retrieve detailed nutritional information and ingredient lists. It supports comprehensive food data access through keyword searches and structured queries for specific food items.

mcp-mcp-locks

Wraps the mcp-locks CLI to expose coordination primitives as MCP tools, enabling multiple AI agents to claim, release, and list exclusive OS resources like browser profiles.

kelivo-image-mcp

Remote MCP server that enables Kelivo chat models to generate images via tool calls, supporting OpenAI-compatible relay and NovelAI backends, and returning images as Markdown links or native image blocks.

Shopify Store MCP Server

Enables AI agents to interact with live Shopify stores through Admin and Storefront APIs for tasks like GraphQL execution, bulk operations, and file uploads. It includes built-in rate limiting and operation logging to manage store data and schema discovery securely.

SimpleLocalize MCP Server

Enables interaction with the SimpleLocalize API to manage translation keys, languages, and tags. It allows users to streamline their localization workflow by creating, updating, and retrieving translation data directly through MCP-compatible AI assistants.

anki-mcp

Enables safe, review-first Anki authoring with tools to inspect structure, create note types, add notes, preview renderings, and manage cards via AnkiConnect.

Custom Vision Training Client

An MCP server for Microsoft's Cognitive Services Custom Vision Training API that enables AI agents to create, train, and manage custom image classification and object detection models through natural language interactions.

h3-mcp-tools

Minimal MCP server built with H3 v2 enabling tool registration, resource management, and streaming responses.

cloudflare-mcp

Cloudflare MCP server with multi-user credential management, full Cloudflare API coverage, and schema discovery tools for safe LLM-driven Cloudflare resource management.

google-sheets-mcp

An MCP server that lets Claude read, edit, and format Google Sheets in place, including cell updates, formula filling, row/column operations, and find & replace.

local-knowledge-suite

Provides MCP tools for workspace initialization, health checks, context recall, and durable memory capture, enabling project-specific memory and shared company knowledge with citations.

Akeyless MCP Interop (OpenID AIIM)

Implements an MCP server with OAuth 2.1 Protected Resource Metadata, enabling token-based authentication for MCP tools like ping.

company-reconcile

模糊匹配两份表格中的公司名称和日期，输出已匹配、待复核和未匹配三种结果，便于数据对账。

june-calendar-mcp

MCP server for Google Calendar (single-user) using Service Account authentication. Provides tools to manage events, check free/busy, and find free slots.