Discover Awesome MCP Servers

Smart-MCP

Generates complex draw.io diagrams (tables, kanbans, GANTT) using a local 9B LLM with RAG, featuring a real-time dashboard and CI/CD pipeline.

A2ABench

Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoints for deep research and citations.

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.

mcp-solscan

Enables querying Solana transaction details via the Solscan Pro v2 API.

Tally Prime MCP Server

Connects Tally Prime ERP data to AI assistants via MCP, enabling natural language queries for financial reports, stock summaries, and ledger balances.

praesentire-mcp

MCP server for Praesentire — bilingual financial news sentiment as a Claude tool. Provides aggregated sentiment scores, batch queries, and English vs Chinese sentiment comparison for cross-market signals.

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.

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.

trmm-exec-mcp

Provides read-only access to Tactical RMM, enabling agent searches, detailed agent information, audit log queries, and execution of information-gathering PowerShell scripts on agents, with Entra ID authentication and a strict read-only guard.

clawd-mcp

Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.

downdetector-mcp

This server enables checking real-time service status and outage information from Downdetector for various services and regions.

codex-manager-mcp

Manages local Codex CLI sessions from Claude Code, enabling starting, monitoring, messaging, stopping, and adopting codex tasks.

Remote MCP Server (Authless)

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing custom tool integration and connection to AI Playground or Claude Desktop.

Selvage

An MCP server that provides a unified hybrid-search interface over Slack, wikis, code, and databases, enabling agents and humans to query scattered knowledge with exact and semantic search.

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.

fraud-detection-risk-status

Exposes account risk status from a fraud detection pipeline, returning risk scores, flagged transaction history, and LLM-generated explanations via the get_account_risk_status tool.

nextcloud-mcp-connector

A curated MCP server that connects your Nextcloud (files, calendar, notes, deck, contacts) to AI assistants.

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.

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.

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.

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.