Discover Awesome MCP Servers

RepoMap

A powerful tool designed to help, primarily LLMs, understand and navigate complex codebases. It functions both as a command-line application for on-demand analysis and as an MCP (Model Context Protocol) server, providing continuous repository mapping capabilities to other applications. By generating

Haiven MCP Server

Connects AI tools to your organization's Haiven prompts, allowing seamless access to expert-crafted prompts for user stories, code reviews, and more without switching apps.

Local File Management MCP Server

Enables file system operations such as listing, reading, and creating files within a scoped local project directory. It provides a secure way to manage local files through standardized MCP tools built with FastMCP.

MCP-Airflow-API

Monitor and manage Apache Airflow clusters through natural language queries via MCP tools: DAG inspection, task monitoring, health checks, and cluster analytics without API complexity. * Guide: https://call518.medium.com/mcp-airflow-api-a-model-context-protocol-mcp-server-for-apache-airflow-5dfdfb2

Via

Enables routing context and execution across AI tools like Claude, Cursor, Windsurf, and ChatGPT with a shared memory, task board, and context bus, plus local file conversion.

Postman Tool Generation Server

Un servidor MCP que genera herramientas de agente de IA a partir de colecciones y solicitudes de Postman. Este servidor se integra con la API de Postman para convertir los endpoints de la API en código con seguridad de tipos que se puede utilizar con varios frameworks de IA.

Auxen MCP

Provision private AI model endpoints (Llama 3.1, Qwen 2.5, Mistral) on dedicated GPUs, billed per minute. OAuth 2.1 + DCR.

Chrome DevTools MCP

Enables AI coding assistants to control and inspect a live Chrome browser for automation, debugging, performance analysis, network monitoring, and DOM interaction through Chrome DevTools Protocol.

Splunk MCP Server by CData

Splunk MCP Server by CData

DiagramMCP

Enables the dynamic generation of various software development diagrams, such as flowcharts, sequence diagrams, and architecture diagrams, using Mermaid syntax. It includes tools for diagram validation and provides instructions for exporting results to multiple formats including SVG and PNG.

RL-MCP

A Model Context Protocol server that provides AI models with structured access to external data and services, acting as a bridge between AI assistants and applications, databases, and APIs in a standardized, secure way.

read-no-evil-mcp

A secure email gateway MCP server that protects AI agents from prompt injection attacks by scanning emails for malicious instructions before they reach the agent.

domin8

A deterministic MCP server that enforces auditable workflows by requiring AI agents to provide structured justifications and obtain human approval for file operations. It provides a secure, tamper-evident pipeline for tracking agent intent and codebase changes through cryptographic signatures and SQLite indexing.

Ops MCP Server

Provides tools for AI assistants to manage and diagnose MWAA Airflow environments, EMR Serverless jobs, S3 files, and Confluence documentation. It features automated pipeline failure diagnosis and comprehensive log retrieval across these integrated platforms.

mcp-server-hotw

AI-native URL shortener and paste handoff service for agents. Create short links, publish handoff pastes, resolve prior slugs, generate QR links, and find tagged artifacts across sessions.

Atlas-Docs

The Atlas Docs MCP server provides technical documentation of libraries and frameworks for AI assistants, processes the official documentation into Markdown versions suitable for LLMS, and is applicable to McP-compatible LLM clients such as Cursor, Cline, Windsurf, etc.

Figma Storybook Component Matching MCP Server

This server enables AI to match Figma design nodes with React components from Storybook and generate usage code examples, facilitating design-to-code workflows.

Bernstein - Multi-agent orchestration

Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.

Fingerstyle Tab MCP Server

An AI-powered MCP server that converts guitar audio recordings into high-quality fingerstyle tablature.

ontology

Un servidor MCP de grafo de conocimiento

GitLab Review MCP

Enables code review operations on GitHub and GitLab, including fetching pull/merge requests, viewing diffs, adding comments, analyzing code quality, and creating merge requests directly from your MCP client.

Time Conversion Assistant

Here are a few ways to translate "mcp server with amazon bedrock agent" into Spanish, depending on the context: **Option 1 (Most Literal):** * **Servidor MCP con agente de Amazon Bedrock** This is a direct translation and is generally understandable. **Option 2 (Slightly More Natural):** * **Servidor MCP con un agente de Amazon Bedrock** Adding "un" (a/an) before "agente" can sound more natural in Spanish. **Option 3 (If you want to emphasize integration):** * **Servidor MCP integrado con un agente de Amazon Bedrock** This translates to "MCP server integrated with an Amazon Bedrock agent." It highlights the connection between the two. **Which one is best depends on the specific context. If you can provide more information about what the MCP server does and how the Amazon Bedrock agent is used, I can give you a more precise translation.**

MCP Server Legifrance

A server implementing the Model Context Protocol to allow direct access to French legal resources (laws, codes, case law) from compatible Large Language Models like Claude, enabling interactive legal research through the Legifrance API.

AiDD MCP Server

Integrates Apple Notes with AI-powered task extraction and prioritization, enabling automatic processing of notes into actionable items and syncing across multiple productivity services like Google Tasks, Todoist, Notion, and more.

MCP Arena

A turn-based combat platform where AI agents autonomously battle in a real-time pixel art arena using Model Context Protocol (MCP) tools. Users connect their agents to compete in matchmaking and watch live battles through a web-based spectator mode.

Signavio MCP Server

Enables AI assistants to interact with SAP Signavio Process Manager through its API, supporting operations like managing process models, folders, dictionary entries, and searching across business process content.

OpsLevel MCP

OpsLevel MCP

EasySend

EasySend MCP server lets AI assistants upload, download and share files instantly. No API key or authentication needed. Upload any file type up to 1GB, get a shareable link. Tools: upload_file, upload_multiple_files, get_bundle, download_file, download_bundle, delete_file, bundle_status.

Apex MCP for X Management

Enables complete management of X (Twitter) accounts through a single API key, supporting functions like getting tweets, searching, generating and posting replies.

Playwright Wizard MCP Server

Guides users through creating professional Playwright test suites with a step-by-step wizard workflow, including analysis, planning, setup, and implementation.