Discover Awesome MCP Servers

gitlab-mcp

Enables natural language interactions with GitLab via Claude Code, supporting MR reviews, issue management, pipeline monitoring, and branch comparisons.

mcp-dblp

Enables searching DBLP authors and venues, providing author details like affiliation and ORCID. Facilitates access to computer science bibliography data through natural language queries.

mullvad-mcp

MCP server for controlling Mullvad VPN through Claude Desktop, Cursor, Windsurf, and any MCP-compatible client. Connect, disconnect, switch locations, check for leaks, manage settings — all via natural language.

LogAnalyzer MCP Server

An AI-powered server that provides rapid debugging of server logs with actionable fixes in under 30 seconds, featuring real-time monitoring and root cause analysis through Google Gemini integration.

Webasyst MCP Server

Enables AI-assisted development for Webasyst framework projects, including creating and managing apps, plugins, themes, and configurations through natural language commands.

mcp-chest-memory

Provides a persistent, local-first memory for coding agents over MCP, enabling automatic recall and recording of past work, failures, and decisions to reduce repetition and token usage.

code-intel

MCP server for persistent code exploration and diff-aware review, exposing explore and review tools to map call paths, blast radius, and generate explainable risk-scored reports.

weather

Provides weather information for any city through the Model Context Protocol.

mcp-strava

Minimalist Strava integration for Claude with 7 focused tools for querying athlete stats, activities, zones, and segment analysis.

jgrants-mcp-poc

Read-only MCP server that searches Japanese government grant information and retrieves subsidy details and attached file content via the J-Grants public API.

OpenGenUI MCP

An MCP server that turns natural-language descriptions into interactive HTML/JS UI components, leveraging OpenGenerativeUI and AG-UI protocol.

Reddit MCP Server

Enables AI agents to search, read, and analyze Reddit content, including posts, comments, subreddits, and user profiles using natural language commands. It provides atomic tools for interacting with the Reddit API to retrieve trending topics and community metadata.

@striderlabs/mcp-alaska

MCP server enabling AI assistants to interact with Alaska Airlines services via browser automation, including flight search, booking management, check-in, and mileage plan access.

market-data-mcp

Integrates cryptocurrency market data from CoinGecko, the Fear & Greed Index, and CryptoPanic news into a single toolset for AI agents. It enables users to retrieve global market statistics, trending assets, coin-specific details, and real-time news feeds.

Discord MCP Bridge

Enables local AI agents to securely search and read Discord messages and channels visible to the current client, without requiring a bot or user token.

MY MCP

A template MCP server that provides a basic structure and configuration for building Model Context Protocol servers. Includes Docker support, environment configuration, and examples for both STDIO and SSE transport modes.

Memclaw

Governed shared memory platform for AI agents and agent fleets. Provides persistent memory, cross-agent knowledge sharing, permissions, audit trails, and multi-tenant isolation through a Model Context Protocol (MCP) server.

Aparavi MCP Server

Integrates with Aparavi's document processing API to allow LLMs to process documents, extract clean text, and perform OCR on diagrams.

test

test

reachy-mini-mcp

MCP server for Reachy Mini robot that exposes robot state and motion control to LLM frontends like Claude Desktop.

Data Engineering Tutor MCP Server

Provides personalized Data Engineering learning updates by fetching recent news about DE concepts, patterns, and technologies, while tracking user knowledge to present only new information relevant to their learning journey.

Alibaba Cloud Observability MCP Server

Provides tools for accessing Alibaba Cloud observability products including SLS (Log Service) and ARMS (Application Real-time Monitoring Service), allowing any MCP-compatible AI assistants to quickly interact with these services.

Motion MCP Server

Enables AI assistants to manage tasks, projects, workspaces, schedules, comments, custom fields, recurring tasks, and statuses in Motion through natural language conversations.

governed-memory

Enables AI agents to read, search, and preview governed markdown memories with explicit state and sensitivity, plus quarantine-only write, while never mutating canonical memory or exposing undeclared content.

sec-shodan-mcp

Provides access to Shodan's IoT search engine API for device search, host intelligence, exploit database, network scanning, and security analysis through natural language.

MCP Files

Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere with tools for reading code blocks, searching/replacing text, and making precise line-based modifications.

OME MCP Server

Enables AI agents to manage Dell PowerEdge servers via Dell OpenManage Enterprise (OME) REST API, providing tools for device inventory, power control, firmware updates, alert management, and compliance baselines.

Game Forge

MCP server that builds single-file browser games teaching one concept through play. Provides tools to generate game prompts, save and list games, and self-verify before shipping.

aras-plm-mcp

Enables natural language interaction with Aras Innovator PLM, providing schema-aware tools for querying items, managing BOMs, change orders, workflows, and lifecycle operations over OData and AML.

cenogram-mcp-server

7M+ real estate transactions from Poland's RCN registry. Search, compare, and analyze prices