Discover Awesome MCP Servers

MCP Prometheus

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

MCP Build Environment Service

Provides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.

mofstructure-mcp

An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) structures, including SBU and ligand identification, guest removal, and COF stacking analysis. It enables AI agents to perform automated chemical informatics and structural characterization on crystal structures via CIF files.

Slack MCP Server

Enables building AI apps in Slack using the Slack MCP server and OpenAI models.

codeweave-mcp

An MCP server that gives AI agents structured code understanding and precise code intelligence via local indexing of AST, call graphs, and semantic search.

@gravv/mcp

MCP server for the Gravv payments API that lets AI assistants onboard customers, run KYC, open accounts, move money, issue cards, and exchange currency, with built-in documentation search and safety confirmations for money-moving operations.

Google MCP Server

Integrates with Google Docs and Gmail to append text to documents and create email drafts, with a terminal approval step before any action executes.

Routine

An MCP server that allows users to create custom tools on the fly by stitching together actions from multiple MCP tools into reusable routines.

runbook-workflows

MCP server for authoring, validating, simulating, and publishing workflows for the Runbook workflow engine, including branch and run management.

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.

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.

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.

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.

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

一个模块化的框架，用于使用声明式模式和 Zod 接口构建、验证和测试 REST API 路由。

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.

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.