Awesome MCP Servers

Agent memory with git-like version control. Custom LLMs turn conversations into structured facts with automatic conflict detection - your agent sees how decisions evolved, not four contradictory text blobs. 80% token reduction vs RAG/graph systems. MCP + REST.

Mercado Pago's official MCP server, offering tools to interact with our API, simplifying tasks and product integration.

Query and interact with kubernetes environments monitored by Metoro

Mezmo's remote MCP server connects AI assistants to Mezmo's Observability platform so you can run advanced root-cause analysis, discover pipelines, and export logs without hosting anything yourself.

Search, Query and interact with data in your Milvus Vector Database.

Mind Reasoner's MCP Server

Interact with MiniMax's powerful Text-to-Speech, image, and video generation APIs.

Query and analyze data with MotherDuck and local DuckDB

generate lyrics, song and background music(instrumental)

Blazingly fast 🔥 best in class MCP server in Rust 🦀 with neural engine, security profiling, and optional graph frontend

Production-ready RAG out of the box to search and retrieve data from your own documents.

Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory

Interact with the Neon serverless Postgres platform

next-devtools-mcp is a MCP server that provides Next.js development tools and utilities for AI coding assistants like Claude and Cursor.

Unlock MCP for your whole team in Slack with a single install.

MCP server for managing accounting and taxes with Norman Finance.

Notion official MCP server

Leverage Notte Web AI agents & cloud browser sessions for scalable browser automation & scraping workflows

MCP Server for OceanBase database and its tools

An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.

Deliver real-time investment research with extensive private and public market data.

A 3D Printing MCP server that allows for querying for live state, webcam snapshots, and 3D printer control.

The Octopus MCP Server provides your AI assistant with powerful tools that allow it to inspect, query, and diagnose problems within your Octopus instance, transforming it into your ultimate DevOps wingmate.

Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.

Model Context Protocol Servers Repository for OpenZeppelin Products

Ortto’s new MCP Server lets you connect your favorite AI assistant to Ortto. Once connected, your assistant can securely access customer data, audiences, and campaign insights from Ortto’s CDP and marketing automation platform.

Understand, develop, and debug authorization policies in Oso Cloud.

Visual plan approval for AI coding agents. See your agent's plan as an interactive graph, attach context, choose approaches, then approve before any code is written.

Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.

Perform Deep Research and Batch Tasks