Discover Awesome MCP Servers

AI-MemoryHub MCP Server

Provides a hybrid memory architecture with a thin SQLite index and Markdown cold storage, enabling AI agents to write, query, link, and rebuild long-term memories via MCP tools, model-agnostic and zero third-party dependencies.

legend-saju

Enables LLM clients to run deterministic Korean traditional metaphysics analyses—such as Saju, Zijudoushu, and DaLiuren—by exposing read-only tools that return structured evidence, lineage, sources, and explicit handling of unknown birth times.

oJo MCP Server

Lets AI agents turn HTML into images, offering free live preview links and optional hosted PNG generation, reusable templates, and template management via the oJo API.

pingen-mcp

Enables sending physical letters (including registered mail) from PDFs via the Pingen API, with tools to manage drafts, submit, track, and cancel letters.

vision-mcp

Give MCP-compatible AI agents image analysis, metadata inspection, cropping, OCR, and image comparison through any OpenAI-compatible vision model.

dumate-supply-chain-mock-api

MCP server that provides mock APIs and deterministic seed data for ERP/OMS, WMS, and CRM systems, enabling supply chain data exploration and integration testing.

mcp-xlsx-server

MCP server for reading and writing Excel (xlsx) files using SheetJS, providing tools to list sheets, read data, create files, add sheets, and update cells.

Trust Chain MCP

Manages trust chains and attestations with built-in EU AI Act compliance.

Perplexity API MCP Server

Official MCP server for the Perplexity API Platform, enabling AI assistants to perform real-time web search, reasoning, and deep research using Sonar models.

query-layer

Exposes a metrics query API to AI assistants, allowing them to issue queries and interact with the server's tools such as ping.

Modular RAG MCP Server

A pluggable and observable modular RAG framework that enables AI assistants to perform semantic search, document Q\&A, and knowledge base retrieval. It supports hybrid search, reranking, and multiple LLM backends through a standardized Model Context Protocol interface.

htb-hosts

Enables sudo-free management of /etc/hosts entries for Hack The Box and lab work, with a zero-dependency MCP server for AI coding agents.

dorms-mcp

Enables AI tools to list apps, post updates, and retrieve feedback from dorms.school, allowing developers to manage app updates without leaving their coding environment.

quake-lens MCP server

Provides tools to fetch recent earthquake data from JMA/P2P/USGS catalogs and compute Gutenberg-Richter b-value and Omori-Utsu aftershock decay statistics using maximum likelihood estimation.

Simple Hono MCP Server

A lightweight MCP server built with Hono and Cloudflare Workers that provides a tool for prime factorization. It serves as a minimal implementation for deploying remote MCP servers to serverless edge environments.

Utility MCP Server

An MCP server that provides AI-powered document processing and search capabilities, including PDF summarization, text extraction, metadata retrieval, and web search via Google Custom Search.

Astro MCP Server

Enables access to Astro's App Store Optimization (ASO) database for analyzing app rankings, keyword trends, historical performance data, and app ratings. Provides comprehensive tools for tracking and comparing app store performance metrics through natural language queries.

pinterest-mcp

A minimal MCP server for the Pinterest API v5 that reads boards, pins, and analytics and publishes new pins and boards, with human sign-off required before any public changes.

Delta MCP Server

Brings git-delta's beautiful syntax highlighting and diff formatting to AI assistants, providing colorized diffs, side-by-side comparisons, blame information, and grep results with clickable browser links.

SSH MCP Server

Enables AI coding agents to securely execute shell commands on remote SSH servers with granular per-host permission controls. Automatically discovers hosts from ~/.ssh/config and exposes dedicated tools for each allowed host to ensure proper authorization before remote execution.

cloud-engineer-mcp

Fans out agent requests to AWS, Azure, and GCP MCP servers, using a local sentence transformer to surface only the 15 tools relevant to the current task, reducing context bloat.

IDA MCP Server

IDA 상호 작용 및 자동화를 위한 모델 컨텍스트 프로토콜 서버입니다. 이 서버는 대규모 언어 모델을 통해 IDA 데이터베이스를 읽는 도구를 제공합니다.

TMD Weather MCP Server

Provides weather data from the Thai Meteorological Department (TMD) with tools for querying stations, weather by province, and summaries, deployable via Docker or remote server.

Recallant

Self-hosted governed project memory for coding agents, recording decisions, checkpoints, evidence, review state, and agent activity in PostgreSQL with pgvector while keeping maintainer control over what becomes reusable memory or instruction-grade guidance.

mcp-server-subito-scraper

Enables searching and scraping Subito.it classified ads via Apify, with support for categories, regions, price filters, and direct URL scraping.

moates-mcp

Enables answering questions about Marcus Oates, a Sydney-based senior software engineer, by exposing structured data about his profile, projects, experience, skills, and interests via MCP tools, resources, and prompts.

aiphotoeditor-mcp

A read-only MCP server exposing AI Photo Editor's image generation styles, pricing, FAQ, and official links to AI clients like Claude Desktop.

openclaw-mcp-termux

Bridges Claude to a local OpenClaw gateway on Android via Termux, enabling agent dispatch, observation, control, file operations, and system commands through 10 consolidated tools optimized for the God Orchestrator pattern.

NeuroWeave Timeline

Process memory for AI agents and humans that remembers the evolution of a project. Provides MCP tools to create timeline events, search history, explain files, and visualize the evolution graph.