Discover Awesome MCP Servers

Reddit MCP Server

Provides AI assistants with access to Reddit data for searching, browsing subreddits, and retrieving post details or user activity without requiring API keys. It enables tools to fetch content, nested comment trees, and public user feeds directly through the Model Context Protocol.

InBiot MCP Server

Provides real-time air quality monitoring and historical data analysis for InBiot MICA sensors with integrated WELL Building Standard compliance checks. It allows users to compare indoor conditions with outdoor weather and receive actionable health recommendations based on global air quality standards.

shellward

MCP security server with 7 tools: command safety check, prompt injection detection (32+ rules, zh+en), PII/sensitive data scanning, file path protection, tool policy enforcement, response auditing, and security status. 8-layer defense, zero dependencies.

Shell MCP Server

Enables execution of shell commands through a terminal tool and provides access to a custom readme file from OneDrive Desktop or local Desktop directory.

Gemini Web Automation MCP

Enables AI-powered web browsing automation using Google's Gemini 2.5 Computer Use API. Allows agents to navigate websites, click buttons, fill forms, and extract information through natural language commands with real-time progress tracking.

Agent Board

A task orchestration system for AI agent teams that provides a Kanban dashboard and 12 MCP tools to manage multi-step workflows with DAG dependencies. It enables agents to coordinate through task threads, automated retries, and real-time webhook notifications.

Scratchpad MCP

Enables shared scratchpad functionality for Claude Code sub-agents with full-text search, workflow organization, and intelligent Chinese text tokenization. Supports seamless context sharing and collaboration across workflows with project scope isolation.

Synapse

MCP server that connects any AI to your Obsidian vault. Save articles from your phone, search across notes, build a compounding knowledge base. 15 tools, three transport modes (stdio, HTTP, cloud), zero-install Google Drive OAuth onboarding.

Supabase MCP Server

Model Context Protocolを実装し、Supabaseデータベースと連携するためのツールをLLMに提供します。レコードの読み取り、作成、更新、削除などの操作を、フィルタリングやページネーション機能とともにサポートします。

MCP Standards

A self-learning AI standards system that automatically detects patterns from user corrections and updates AI configuration files. Learns from repeated corrections (like 'use uv not pip') and automatically generates CLAUDE.md and other AI assistant configuration files.

Celebrity By Api Ninjas

Enables users to search for and retrieve detailed information about celebrities from the API Ninjas database. Supports filtering results by name, nationality, net worth range, and height.

DevGear MCP Server

Provides development tools integration for GitHub, Docker, and Vercel operations through MCP. Enables users to manage repositories, containers, and deployments using natural language commands.

PeerGlass

Provides global internet resource intelligence by querying RIRs for IP and ASN data, routing visibility, and network health. It enables users to perform RPKI validation, BGP inspection, and historical allocation analysis through natural language or a REST API.

remembrallmcp

Persistent knowledge memory layer for AI agents. Hybrid semantic + full-text search with pgvector, code dependency graph with blast-radius impact analysis, and incremental indexing for 7 languages. In-process ONNX embeddings, no external API required.

BrowserCat MCP Server

Enables LLMs to automate web browsing through BrowserCat's cloud browser service, including navigation, screenshots, JavaScript execution, and form interactions without requiring local browser installation.

FreeCAD MCP Server

Bridges Claude with a live FreeCAD instance to provide deep access to runtime state, document structure, and shape topology. It enables AI-assisted CAD work, sketch diagnostics, and development debugging through direct interaction with FreeCAD's internal data and viewport.

WebforAI Text Extractor

An MCP server that extracts clean, structured Markdown content from web page URLs using the WebforAI library. It simplifies feeding web content into AI models by removing HTML noise and intelligently processing tables and links.

Feishu MCP Server

Enables interaction with Feishu (Lark) multidimensional tables (Bitable) through MCP tools, supporting operations like creating/updating/querying records, batch operations, and application management with automatic token refresh.

feedback-loop-mcp

feedback-loop-mcp

OmniMind

OmniMind: Google Gemini を活用した、手軽な MCP サーバー統合を実現するプラグアンドプレイの Python ライブラリです。

OpenSoul MCP

An open-source personality profiling system that enables users to record and analyze their decisions, emotions, and self-reflections through a structured set of 56 tools. It helps users build a digital persona and gain self-insight by tracking interactions, decision-making patterns, and emotional states.

Minecraft Dedalus MCP

Enables AI agents to control Minecraft bots via natural language commands by bridging a Python MCP server with a Node.js Mineflayer bridge. It supports a wide range of in-game actions including complex pathfinding, resource gathering, crafting, and combat.

GCP Billing and Monitoring MCP Server

Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

Email MCP Server

Enables interaction with email servers through IMAP protocol for managing emails, folders, and messages. Supports operations like listing folders, retrieving messages, searching, moving, deleting, and managing flags with type-safe validation.

nexus-mcp-ci

Unified MCP server combining hybrid search (vector + BM25 + code graph), structural code analysis, and persistent semantic memory. 15 tools, 25+ languages, <350MB RAM, fully local.

DBT Manifest MCP Server

Enables the analysis of DBT manifests with automatic schema version detection and lineage tracking, allowing users to query model dependencies, access compiled code, and get detailed model information.

Microsoft Fabric MCP Server

Enables AI assistants to interact with Microsoft Fabric and Power BI services through the Model Context Protocol. Users can manage workspaces, execute DAX queries, refresh datasets, and create Fabric notebooks using natural language.

Infisical MCP Server

A Model Context Protocol server that enables interaction with Infisical APIs for secret management, allowing users to create, update, delete, and list secrets through function calling.

LaTeX MCP Server

A server that enables compilation of LaTeX documents to PDF and management of reusable templates and snippets through the Model Context Protocol.