Discover Awesome MCP Servers

pbu-fsbu-mcp

MCP-сервер для доступа к текстам российских стандартов бухгалтерского учёта (ПБУ и ФСБУ): поиск и получение пунктов с учётом дат, а также проекция на объекты 1С:Бухгалтерии 3.0 и ссылки на ИТС.

hybrid-rag-project

Enables hybrid retrieval-augmented generation with semantic and keyword search over documents, supporting multiple formats and providing MCP integration for Claude Desktop.

ADB Screenshot MCP Server

A Model Context Protocol server that enables remote management of Android devices over WiFi, including taking screenshots, listing connected devices, and retrieving device information.

Weather MCP Server

Enables natural-language weather queries for U.S. states and coordinates, returning real-time alerts and forecasts from the National Weather Service API via MCP tools.

FlowMCP

Kerangka kerja modular untuk membangun, memvalidasi, dan menguji rute REST API menggunakan skema deklaratif dan antarmuka zod.

FitCoach MCP

Enables Claude or ChatGPT to act as a personalized fitness coach with persistent goals, conversational workout logging, and weekly generated training plans.

DDG MCP Server

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports for integration with various MCP clients.

Hystersis MCP Server

Connects AI assistants to a persistent memory engine with Neo4j knowledge graph and ProMem extraction, enabling long-term context and associative memory across chats and workspaces.

Dataverse MCP Server

Enables comprehensive Microsoft Dataverse schema management through the Dataverse Web API, supporting table/column operations, relationships, security roles, and PowerPages integration with enterprise-grade solution-based architecture.

Paper Search MCP

Enables searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, Google Scholar, and Semantic Scholar. Provides standardized tools compatible with OpenAI Deep Research and ChatGPT connectors.

Pybricks RAG Assistant

Enables beginner-friendly Python and Pybricks development support through RAG-powered tools that search official documentation, suggest code snippets, and provide version-aware guidance for LEGO robotics programming.

correctover-runtime-guard

Provides real-time RCE, SSRF, and env leak interception for AI tool calls, with MCP server mode offering diagnostic and repair suggestions.

Obsidian MCP Server

Enables AI agents to explore, search, and manage local Obsidian vault documents with tools for document search, automatic frontmatter property generation, and attachment organization.

Tribunal TRT9: CEAT MCP Server

Enables querying official Brazilian labor court certificates (CEAT) from TRT9 via a read-only, prepaid MCP tool. It integrates with Claude, ChatGPT, Cursor, and other MCP clients over HTTP.

Personal Google MCP Server

Gives Claude read/write access to your own Gmail, Google Docs, Google Sheets, and Google Tasks via a tiny always-on web service.

agentfetch

An open-source web retrieval MCP server that fetches, crawls, and searches the web, returning clean markdown for AI agents. It integrates with Claude MCP, LangChain, and other frameworks for agentic web access.

MCP Web Tutorial 🚀

Tutorial web interaktif untuk mempelajari cara membangun server MCP (Model Context Protocol). Situs web edukasi ini menyediakan panduan langkah demi langkah untuk mengimplementasikan dan memahami server MCP.

ZeroID Agent Identity

Issues accountable identities for AI agents before they interact with tools, with tools for identity management and receipt export.

MCP Tasks Organizer

An MCP server that converts Cursor agent plans into structured markdown task lists and organizes them in your repository, helping you track AI-generated plans and recommendations as actionable specifications.

ContextFlux

Task-adaptive repository context for coding agents, enabling budgeted evidence retrieval without API keys or network calls.

BOM-MCP

Provides access to an Electric Submersible Pump (ESP) parts and Bill of Materials database via an MCP server. It enables AI assistants to manage pump models, retrieve assembly components, and analyze BOM summaries including part weights and criticality.

Recall

MCP server for the Recall LeetCode memory engine. Enables logging problems and reviews directly from tutoring sessions, plus retrieving due reviews and stats.

mcp-data-server

Provides read-only, guarded access to business databases via MCP. Enables natural language querying with built-in security barriers like table allowlists, PII masking, and audit logging.

Docker MCP Server

An MCP server that enables AI assistants to manage Docker containers, images, networks, and volumes through a standardized interface. It supports comprehensive operations like container lifecycle management and image pulling while ensuring correct handling of command and environment variable arrays.

nano-banana

A local stdio MCP server for generating images using Google's Gemini image models, saving to disk as JPEG.

sovereignty-scan-mcp

Vendor sovereignty scanner for EU AI Act compliance. Scans provider stacks for CLOUD Act exposure, data residency, and GDPR DPA status across 55 providers, then suggests EU-native alternatives. Free, no account required.

TinyFn MCP Server

Provides over 500 deterministic tools for math, conversions, validation, hashing, and more, enabling AI agents to perform accurate calculations and data transformations without hallucination.

io.github.ralfbecher/orionbelt-analytics

OrionBelt Analytics is an MCP server that analyzes relational database schemas and generates RDF/OWL ontologies with embedded SQL mappings. It provides relationship-aware Text-to-SQL with automatic fan-trap prevention, GraphRAG for intelligent schema discovery, and interactive charting -- all accessible through any MCP-compatible AI client.

obsidian-autom8

Enables AI agents to remotely access and interact with Obsidian vaults via MCP, supporting note operations, tag management, graph queries, and command execution.

vn-autocad-claude

Enables Claude to control AutoCAD—draw, edit, query, layers, blocks, annotations, screenshots, plot to PDF—using plain language.