Discover Awesome MCP Servers

outlook-web-mcp-server

Enables interaction with Outlook Web through its internal API, supporting email search, folder listing, email retrieval, read state changes, calendar events, and reply drafts without Microsoft Graph or COM.

CodeGraph MCP Server

Enables querying and analyzing code relationships by building a lightweight graph of TypeScript and Python symbols. Supports symbol lookup, reference tracking, impact analysis from diffs, and code snippet retrieval through natural language.

Beckett — MCP for Godot

Zero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript EditorPlugin — no Node or Python sidecar. Reflection-driven tools over any engine class, validate-before-write GDScript, scene/script/resource authoring, and a runtime play-test loop (play, screenshot, input, assert).

Calculator MCP Server

Exposes add, subtract, multiply, and divide as MCP tools, implemented with the FastMCP SDK and a raw stdio version.

Rewindex

Auto-snapshot tool for AI agents. Reduces the risk of AI agents breaking your code by automatically saving a snapshot of every file change locally. Rewind sessions, audit code changes, and inspect diffs directly from your AI chat or the built-in dashboard. Free and safe no cloud run local.

BizNetAI MCP Server

A hosted MCP server that routes natural-language shopping queries to independent merchant storefronts, returning normalized product and merchant results for AI agents and shopping assistants.

handson-coding

Enables recording and analyzing coding practice attempts, comparing LLM verdicts with platform results, and gradually improving LLM judgment through correction rules.

OpenFOAM MCP Server

Enables to read and modify OpenFOAM configuration files, including case info, dictionary files, and boundary conditions, with additional tools for thermal and buoyancy simulations.

Enterprise MCP Server

A modular, security-focused MCP server that exposes enterprise-ready tools for filesystem, database, REST API, system utilities, and AI generation, with authentication, authorization, and audit logging.

LoanRiskLens MCP Server

Enables creditworthiness analysis for non-traditional borrowers using rule-based scoring, financial behavior assessment, and underwriting report generation via MCP tools.

io.github.ThunderEagle/context-bridge

A zero-dependency MCP memory server for Windows that gives AI coding assistants a shared, persistent memory layer with semantic search.

Interview Prep MCP Agent

Enables interview preparation by analyzing resumes and job descriptions, generating role-specific questions, and evaluating answers using MCP tools integrated with an OpenAI agent.

Gmail MCP Server

A custom MCP server for sending and managing Gmail emails, supporting both App Password and OAuth2 authentication with features like template emails and label listing.

SQLite MCP Server

Estas são implementações de servidor MCP para acessar um banco de dados SQLite no seu cliente MCP. Há uma implementação SDIO e uma SSE.

TaskFlow MCP Server

Integrates task management capabilities into Claude Desktop, enabling users to create, track, search, and manage tasks with status updates, team assignments, overdue tracking, and automated standup reports.

AgentMCP: The Universal System for AI Agent Collaboration

MCPAgent para a Rede de Colaboração Multiagente (MACNET) da Grupa.AI com capacidades do Protocolo de Contexto do Modelo (MCP) integradas.

RAGDocs

Um servidor de Protocolo de Contexto de Modelo (MCP) que permite a pesquisa semântica e a recuperação de documentação usando um banco de dados vetorial (Qdrant). Este servidor permite adicionar documentação de URLs ou arquivos locais e, em seguida, pesquisar por meio deles usando consultas em linguagem natural.

PLUR

Open, local-first engram memory for AI agents: read, correct, and delete what your agent remembers. Works across Claude Code, Hermes, OpenClaw, and Cursor over MCP.

homelab-mcp

An MCP server exposing 72 tools across 26 homelab services, enabling LLMs to monitor and manage infrastructure, media, storage, and networking with a single endpoint.

connectwise-asio-mcp

Exposes ConnectWise Platform APIs as MCP tools, enabling management of companies, contacts, devices, policies, patches, and tickets through natural language.

taskmarket-mcp

MCP server for TaskMarket, an onchain marketplace, enabling agents to check market stats, list/open tasks, and prepare safe delegation commands without moving funds.

BackEngine MCP Server

BackEngine is a multi-tenant SaaS platform that ingests all of an organization's customer and prospect communications — Slack threads, emails, call and meeting transcripts, and support tickets — and distills them into structured, queryable context. Raw conversations are processed into signals (categorized, attributed moments), sources (the underlying transcripts, emails, and tickets), and rolling

cdp-extended-mcp

MCP server exposing 5 Chrome DevTools Protocol domains (Fetch, Emulation, Accessibility, Performance, CSS) with 38 tools for advanced browser automation and debugging.

MUI MCP Server

Provides real-time access to Material-UI component documentation, enabling users to search, browse, and generate MUI React components with up-to-date props and examples directly from official documentation.

MalDroid

Local static-analysis assistant for Android malware research that manages investigation cases, exposes MCP tools via a local server, and persists evidence-backed findings without cloud dependency.

Receita PJ QSA + Participação

Consulta o quadro societário de uma empresa e a participação societária dos sócios em outras empresas a partir do CNPJ, com acesso somente leitura.

Red MCP Server

Connects AI assistants to Big Red Cloud accounting data, enabling read-only lookups and safe write operations with confirmation drafts.

Ashra Structured Data Extractor MCP

Extraia dados estruturados de qualquer site com uma simples chamada de SDK. Sem código de scraping, sem navegadores headless - apenas solicite e obtenha JSON.

chainwhisper-mcp

Keyless domain planner that connects external agents to ChainWhisper OTC trading on COTI Mainnet, allowing order preparation and validation without private keys.