Discover Awesome MCP Servers

Yahoo Finance MCP for LLaMA 3.2 3B

Mengintegrasikan Yahoo Finance API dengan LLaMA 3.2 3B, memungkinkan pengguna untuk mengambil harga saham real-time, informasi perusahaan, data historis, dan berita pasar sambil mempertahankan kemampuan asli model.

Memorious MCP

Provides AI assistants with long-term semantic memory capabilities through local vector-based storage. Enables storing, recalling, and managing information across sessions with complete privacy using ChromaDB, with no data ever leaving your machine.

Metabase MCP Server

Sebuah server Protokol Kontrol Model yang memungkinkan asisten AI berinteraksi dengan database Metabase, memungkinkan model untuk menjelajahi skema database, mengambil metadata, memvisualisasikan hubungan, dan menjalankan tindakan.

Bowman Prospects MCP

Classifies Bowman Prospects baseball cards using image recognition, provides player statistics and market pricing data to determine card value.

mcp-rae

Model Context Protocol (MCP) server for the Royal Spanish Academy (RAE) API. It allows language models to interact with RAE's dictionary and linguistic resources.

MCP Demo Application

A comprehensive demonstration server that provides tools for calculations, weather, and note management alongside an interactive web interface. It showcases how AI assistants can seamlessly interact with external data sources and functions using the Model Context Protocol.

Crawl4AI+SearXNG MCP Server

Provides AI agents with complete web search, crawling, and RAG capabilities through a Docker-based solution combining Model Context Protocol, Crawl4AI, SearXNG, and Supabase.

playwright-autopilot

Playwright E2E test runner with deep debugging— action capture, DOM snapshots, network analysis, error pattern matching, behavioral bisection, and interactive browser exploration.

Todo MCP

A persistent todo list server that enables AI assistants to manage tasks across different platforms using the Model Context Protocol. It provides tools for creating, listing, updating, and deleting todos with support for priorities, tags, and due dates.

Bitbucket MCP Server

Enables management of Bitbucket Cloud pull requests through natural language, including creating, reviewing, approving, and commenting on PRs with automatic default reviewer support.

MakeSync MCP Server

Server Protokol Konteks Model tingkat lanjut untuk Make.com yang memungkinkan penambalan cerdas dan pengelolaan skenario otomatisasi melalui implementasi agnostik modul.

Enhanced Outlook MCP Server

Menghubungkan Claude dengan Microsoft Outlook melalui Graph API, menyediakan kemampuan komprehensif untuk email, kalender, manajemen folder, dan pembuatan aturan.

NovelAI MCP Server

Enables AI assistants to generate images using NovelAI, supporting text-to-image, image-to-image, and tag suggestions.

TIA-Portal MCP-Server

Enables interaction with Siemens TIA Portal projects directly from VS Code or Claude Desktop using GitHub Copilot and the TIA Openness API. It supports connecting to TIA Portal instances, exporting blocks or types, and performing project operations like compilation via natural language.

Rememberizer MCP Server for Common Knowledge

Enables accessing and managing personal/team internal knowledge repository with tools for semantic search, smart search, document listing, and saving information for future recall.

Saju Fortune-Telling MCP Server

Provides Korean traditional Saju (Four Pillars of Destiny) fortune-telling analysis including birth chart calculations, compatibility checks, daily/yearly fortunes, calendar conversions, and personalized life advice based on ancient Eastern astrology.

Nager MCP Server

Provides access to the Nager.Date Public Holiday API for querying global holiday information through the Model Context Protocol. It enables AI agents to interact with standardized tools for holiday-related date calculations and country-specific lookups.

mcp-tenki

Cuaca di Jepang

BrandSnap MCP

An MCP server that generates comprehensive brand identity kits including color palettes, typography, brand voice, and logo concepts. It enables users to transform business values and descriptions into detailed branding and social media guidelines using the BrandSnap API.

boj-server

Unified capability catalogue with formally verified cartridges, distributed community hosting, and the Teranga menu system for single gateway access to a vast rabbfe of MCP, LSP, NeSy and related servers.!

ultrabrain-mcp

A local MCP reasoning gate that enables structured engineering thought through step-by-step reasoning, branching, merging, validation, and quality metrics without calling external LLM APIs.

MCP Python SDK

Implementasi Python dari Protokol Konteks Model yang memungkinkan aplikasi untuk menyediakan konteks terstandarisasi untuk LLM (Model Bahasa Besar), memungkinkan pembuatan server yang mengekspos data dan fungsionalitas ke aplikasi LLM melalui sumber daya, alat, dan perintah.

Glass Box Framework

Runtime constitutional verification for AI answers — claim extraction with reasoning chains, Epistemic Confidence Score (ECS), 7-angle Glassbox Court red team, constitution compilation, Trust Card assembly, and deterministic SHA-256 audit logs.

Google Drive MCP Server

Server MCP ini terintegrasi dengan Google Drive untuk memungkinkan daftar, membaca, dan mencari file, serta kemampuan untuk membaca dan menulis ke Google Sheets.

Docker MCP Server

Memungkinkan Claude dan asisten AI lainnya untuk berinteraksi dengan Docker melalui protokol MCP, memungkinkan pengelolaan kontainer dan image termasuk daftar, menjalankan, menghentikan, dan menarik sumber daya Docker.

ConceptNet MCP Server

Provides seamless access to the ConceptNet semantic knowledge graph, enabling concept lookup, search, relationship discovery, and semantic similarity calculations across multiple languages.

matlab-mcp-server-python

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

CloakLLM MCP Server

Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and restoration within MCP-compatible clients. It enables users to sanitize sensitive data before sending it to an LLM and restore original values using unique token map IDs.

Fast Mermaid Validator MCP

Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ diagram types. Processes markdown files, ZIP archives, and direct input with detailed error reporting and enterprise-grade performance capabilities.