Discover Awesome MCP Servers

WinDirStat MCP Server

Enables real-time Windows storage analysis, deep folder scanning, safety tiering, and protected cleanup operations through natural language.

cesm-runner-mcp

MCP server for driving CESM case lifecycle: setup, build, submit, and monitor. Complements CrocoDash MCP for grid creation and forcing.

SAP AI Assistant MCP Gateway

Enables natural-language interaction with SAP BTP destinations and OData services through MCP tools, allowing users to discover and query OData endpoints and get AI-generated answers.

mind-mem

Persistent, auditable memory for AI agents. Hybrid BM25 + vector recall with 18 MCP tools, adaptive block metadata (A-MEM), intent-aware routing, contradiction detection, and governance workflows. Zero external dependencies. Drop-in memory for Claude Code and any MCP-compatible agent.

AgentVeil Protocol

Trust, identity, and reputation infrastructure for AI agents. Register agents with W3C DID (Ed25519), check EigenTrust reputation scores, submit peer attestations, search agents by capability, and verify IPFS-anchored audit trails. 11 tools.

JetsonMCP

Connects AI assistants to NVIDIA Jetson Nano systems for edge computing management, enabling natural language control of AI workloads, hardware optimization, and system administration tasks.

mcp-confluent

An MCP server implementation built to interact with Confluent Kafka and Confluent Cloud REST APIs.

notion-mcp-wrapper

Wraps Notion's MCP server with health monitoring, auto-reconnect, and fallback to direct REST API, enabling reliable Notion page operations from headless environments.

gmail-mcp

Enables connecting Gmail to MCP clients, allowing search, read, send, reply-all, forward, attachments, drafts, labels, and thread management across multiple Google accounts at once via a self-hosted Cloudflare Worker.

Aegis MCP Server

Simulated core-banking resilience and high-frequency continuity shield demonstration using Multi-Agent System with anomaly detection and remediation patterns.

Recash1 MCP Server

Enables access to the Recash1 API for searching and retrieving product information from a database, including filtering products and getting all products with their codes.

weeek-mcp

MCP server for WEEEK Public API v1 enabling management of tasks, projects, boards, tags, custom fields, time tracking, and CRM entities.

simulink-mcp

Give AI agents structured access to Simulink models via the MATLAB Engine for Python, enabling model lifecycle management, parameter queries, diagnostics, and more.

@voteship/mcp-server

Enables AI agents to interact with VoteShip feature requests, voting boards, roadmaps, and changelogs, including public board access without credentials and authenticated project administration with a project secret.

OpenAI Ads MCP

Enables management of OpenAI Ads campaigns, ad groups, ads, and insights through MCP, with approval-gated live mutations for safe write operations.

MCP-RAG

An MCP-compatible system that handles large files (up to 200MB) with intelligent chunking and multi-format document support for advanced retrieval-augmented generation.

TradesPro

TradesPro is an open source MCP server that gives AI assistants structured knowledge of the skilled trades: electrical (NEC 2023), plumbing (UPC 2024), and HVAC (IRC Mechanical).

world-model-mcp

Temporal knowledge graph for codebases that captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook.

Time MCP Server

Enables LLMs to retrieve current time information for specific IANA timezones or the local system timezone. It provides accurate ISO 8601 timestamps and detects daylight saving time status for requested locations.

SearchAtlas MCP Server

SearchAtlas MCP Server connects AI assistants to the SearchAtlas platform, providing 16 specialised tools for SEO automation, content generation, PPC management, keyword research, site auditing, authority building, Google Business Profile management, and LLM brand visibility monitoring. It works with Claude Code, Cursor, Claude Desktop, VS Code, Windsurf, and Zed via stdio transport.

patent-agent

Enables conversational patent data analysis through a set of tools for trend analysis, clustering, word cloud generation, and more. Allows natural language queries to explore patent datasets with structured results and visualizations.

CzechMedMCP

An MCP server with 60 tools connecting AI assistants to Czech healthcare databases (SUKL, MKN-10, NRPZS) and global biomedical sources (PubMed, ClinicalTrials.gov, OpenFDA).

selfhosted-sentry-mcp

MCP server for self-hosted Sentry instances, providing tools to query and triage issues and events, inspect stack frames, manage releases, and access raw Sentry API.

Nemo

An MCP server that enables users to transform AI conversations into a structured, searchable knowledge base by saving ideas, code snippets, bookmarks, and reminders. It supports persistent storage through Supabase or PostgreSQL and includes webhook integrations for automating workflows with external tools.

mcp-rag-web

MCP server for semantic search over PDF documents using RAG, pgvector, and OpenAI embeddings. Includes a web app for document upload and management.

qdrant-llamaindex-mcp-server

An MCP server for querying and managing LlamaIndex documents stored in Qdrant vector databases, with automatic embedding model detection and extensive tools for search, retrieval, and collection management.

MCP Weather Workshop

A step-by-step workshop for building an MCP server that provides weather tools to AI agents, enabling secure API key usage.

rpg-encoder

Provides semantic codebase understanding via a graph, enabling AI agents to search, explore, and plan changes with whole-repo context in a single tool call.

gmail-mcp-server

A comprehensive MCP server for Gmail, providing 17 tools to read, send, search, and manage emails with OAuth2 authentication, including attachment handling and privacy features.