Discover Awesome MCP Servers

ExpenseTracker MCP Server

A lightweight server built with FastMCP and SQLite for managing personal finances. It allows users to add, list, and summarize expenses by category through MCP-compatible clients.

SMMS_Semantic-Map-MCP-Server

リポジトリSMMSは、インスタンスレベルのセマンティックマップのためのMCPサーバーを構築し、セマンティックマップ内の3Dインスタンスオブジェクトに対する一連の機能モジュールを提供します。

gmail-drive-mcp-server

Enables Claude to manage Gmail, Google Calendar, and Google Drive, including sending emails, scheduling meetings, and organizing files, with integrated workflows.

PinRAG

RAG MCP server for PDFs, YouTube, GitHub repos, and Discord exports. Index documents and query with citations via LangChain and Chroma.

laserbrain

Enables AI to sense, tend, and communicate with a continuous weather field simulation through tools like state, speak, hear, and absorb.

ManifolderMCP

Enables browsing and editing Open Metaverse Spatial Fabric scenes, including managing scenes, objects, and resources through natural language.

Gemini MCP Server

Integrates Google Gemini API capabilities into Claude Code, supporting text generation, image analysis, and AI image creation. It features specialized tools for creative brainstorming and managing multi-turn chat sessions.

MCP Notes

日々のメモを、モデルコンテキストプロトコルを用いて整理された検索可能な知識へと変換する、個人知識管理システム。

agentladle/mcp-sec

It enables AI assistants (Claude, Cursor, etc.) to access SEC EDGAR data through 6 structured tools — from discovering available filings to keyword-searching within their pages.

Video Clip MCP

A Model Context Protocol server that provides video manipulation capabilities, allowing users to clip, merge, and split video files through MCP integration.

Echo RunPod

Governed RunPod control plane for ECHO OMEGA PRIME, providing agent entry points with confirmations and manifest policies. Enables authorized agents to observe, prepare, and execute RunPod operations via MCP scopes.

Guardian MCP

Security layer for AI agents that evaluates transaction intents and returns verdicts (ALLOW/WARN/DENY) using deterministic rules, on-chain checks, and simulation.

Fast MCP Local

A minimal FastMCP server implementation that provides basic mathematical and greeting tools. Enables users to perform simple operations like adding numbers and greeting people by name through a lightweight MCP interface.

HealthcareRAGTools

An agentic AI system that enables healthcare professionals to log patient symptoms, retrieve similar clinical cases, and search medical documents using RAG. It integrates a Chroma vector database with the Model Context Protocol to provide real-time clinical decision support.

Whisper Valet

Enables automated audio restoration, transcription, and speaker diarization via MCP tools for queuing files, monitoring progress, and retrieving speaker-labeled transcripts.

Graphiti MCP

Provides persistent memory and context continuity for AI agents using Zep's Graphiti and Neo4j graph database. Enables storing, retrieving, and linking memories to build a knowledge graph accessible across Cursor and Claude.

WinsecMCP

Windows Hardening MCP Server

CBCI MCP

Enables dynamic database querying through natural language questions using LLM-powered parameter extraction and template-based SQL generation. Supports flexible configuration for various domains and databases with automated response formatting.

Kite MCP Server

Enables trading and portfolio management on Zerodha Kite Connect through natural language. Supports placing orders, viewing positions/holdings, accessing real-time market data, and managing GTT orders.

intent-diff-mcp

An MCP server that helps catch context drift in AI coding agents by comparing actual code changes against the original request, allowing users to keep or roll back unintended additions.

commune-mcp

Give Claude (or any MCP client) a real email inbox and SMS. Your AI agent can read and send email, manage inboxes, track delivery, and handle SMS.

Heimdall

Heimdallは、ローカルのMCPサーバーを管理するための軽量なサービスで、単一のnpxコマンドでインストールできます。特定のMCPサーバースツールをMCPクライアントに対して承認でき、同じ設定がデバイス上のすべてのMCPクライアントからアクセス可能です。

Jadx MCP Server

JadxデコンパイラAPIをHTTP経由で公開するサーバー。これにより、ClaudeはデコンパイルされたJava/Androidコードと対話し、クラスの一覧表示、ソースコードの取得、メソッド/フィールドの検査、およびコードのライブ抽出が可能になります。

GitHub Context MCP Server

Enables Claude to access and manage GitHub repositories dynamically at runtime, including private repos, with tools for browsing files, searching code, and viewing commits, pull requests, and issues.

Dida Hotel MCP

Enables AI agents to search and book hotels globally with real-time pricing and inventory from over 2 million properties.

io.github.psyb0t/rankrat

Unifies Google Search Console, Bing Webmaster Tools, GA4, and PageSpeed APIs behind one MCP server, letting an agent join search, indexing, and analytics data across providers while staying read-only and boundary-limited by default.

mcp-remote-agent

Enables AI agents to remotely read/write files and execute commands on Linux servers via MCP protocol.

ContextForge

A local MCP server for managing engineering context across Components, Repos, Tasks, and Governance entities. It enables capturing reusable context and composing it per-task with typed relationships and cross-cutting guidelines.

Review Guru MCP Server

Enables searching and retrieving Sri Lankan business reviews and doctor profiles from Review Guru, with tools for listings, reviews, search, and categories.

CCGLM MCP Server

Enables Claude Code (Anthropic Sonnet) to invoke Z.AI's GLM-4.6 model through a secondary Claude instance. Supports code generation, deep analysis, and general queries while maintaining file tracking and secure token management.