Discover Awesome MCP Servers

waypath

Local-first external brain for Claude Code, Codex, and any MCP client. Stores decisions, entities, and session artifacts in one SQLite file and exposes MCP tools for recall, page, promote, review, graph-query, and source-status.

Nexus MCP Server

Enables AI assistants to interact with Nexus projects, allowing management of projects, bugs, milestones, concepts, and templates through natural language commands.

Systems MCP

An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.

TypeScript LSP MCP

Exposes TypeScript Language Server Protocol functionality to AI agents, enabling them to query types at specific positions, find definitions and references, get diagnostics, run type tests, and type-check inline code just like in an IDE.

videre-mcp

Bridges vision models to text-only coding models using Florence-2, enabling non-vision LLMs to describe images, extract text, and analyze screenshots via MCP tools.

DSR Processor MCP Server

Enables conversational processing of Daily Status Reports (DSR) by extracting, validating, and storing data from JSON, DOCX, and XLSX files in IBM Cloud Object Storage. It provides a human-in-the-loop workflow for batch file processing and schema validation directly within MCP-compatible clients like Claude Desktop.

NoteBridge MCP

A unified MCP server integrating Feishu, Notion, and Yuque platforms with 73 tools for cross-platform note management and content operations.

🏓 MCP Ping-Pong Server with FastAPI

🏓 Một ứng dụng thử nghiệm và giáo dục dành cho máy chủ bóng bàn, trình diễn các lệnh gọi MCP (Giao thức Ngữ cảnh Mô hình) thông qua FastAPI.

GrowthBook MCP Server

GrowthBook MCP Server

Cuba-memroys

Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signal RRF fusion search, GraphRAG enrichment, FSRS spaced repetition, and anti-hallucination grounding. 12 tools, PostgreSQL.

mcp-zen-of-languages

Enables AI assistants and developers to analyze code for language-specific best practices and idiomatic patterns across programming languages, CI automation, and configuration formats.

Expense Tracker MCP Server

Enables users to manage personal expenses through natural conversation with Claude, including adding, updating, deleting expenses, and viewing summaries by category or date range.

SendGrid MCP Server

Enables AI models to send emails, manage contacts, and interact with SendGrid's email platform via MCP.

Web Summer Camp 2026 Schedule Server

Exposes the conference schedule as tools for ChatGPT, allowing attendees to view talks and buy tickets through natural language.

Gmail MCP Server

Enables AI assistants to interact with Gmail accounts for reading unread emails, creating draft replies with proper threading, and managing messages, with optional professional writing guidelines, templates, and Google Docs/Calendar integration.

Wireshark MCP Server

Máy chủ MCP TShark/Wireshark để phân tích gói tin mạng thông qua Claude.

x402-bazaar-mcp

MCP server exposing x402 Bazaar's paid Base APIs (token risk/honeypot, prices, gas, wallet intel, tx decode + AI utilities) as agent tools. Your agent pays per call in USDC over x402 — no API keys, no signup.

TypeScript MCP Server

Đang kiểm tra MCP SDK với các API XPayroll đơn giản.

telldone-mcp

Description: Voice-first planning app. Dictate voice notes on iOS/Apple Watch, AI creates tasks and events. 21 MCP tools for notes, tasks, events, and reports.

LocalMCP

An advanced MCP-based AI agent system with intelligent tool orchestration, multi-LLM support, and enterprise-grade reliability features like semantic routing and circuit breakers.

Memory Pickle MCP

Project management and session memory for AI agents that provides 13 tools for tracking projects, tasks, and context during AI coding sessions.

CopyForge MCP Server

An MCP server that generates conversion-optimized e-commerce product descriptions, bullet points, and SEO metadata using AI. It supports multiple platforms like Shopify and Amazon with customizable tones for various writing styles.

mcp-auth-fetch

A powerful and flexible package designed to simplify HTTP/HTTPS requests by automatically applying authentication credentials based on configurable rules. It acts as a seamless proxy for your fetch calls, finding the correct authentication method for a given URL, and attaching the necessary headers or parameters.

tutor-mcp-python

An AI tutoring system that runs as an MCP server, allowing Claude to access and interact with your local educational materials to provide personalized tutoring based on your actual course content.

OpenCode LLM Wiki MCP Server

Enables AI agents to interact with a persistent knowledge graph backend using MCP tools for reading, searching, and analyzing wiki pages with vector search and graph algorithms.

Synapse MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cung cấp các Thực thể Synapse (Bộ dữ liệu, Dự án, Thư mục, Tệp, Bảng) cùng với các chú thích của chúng, cho phép truy cập theo chương trình vào các tài nguyên dữ liệu Synapse thông qua API RESTful.

Coreflux MCP Server

Connects Claude and other MCP-compatible AI assistants to a Coreflux MQTT broker, enabling them to discover and execute Coreflux commands for managing models, actions, rules, and routes through natural language.

synapse-mcp

An intelligent memory and knowledge retrieval server that helps AI programming assistants remember and reuse solutions from previous conversations.

Zotero MCP

Kết nối thư viện nghiên cứu Zotero của bạn với Claude và các trợ lý AI khác thông qua Giao thức Bối cảnh Mô hình (Model Context Protocol), cho phép bạn tìm kiếm thư viện, truy cập nội dung, thảo luận về các bài báo, nhận bản tóm tắt và phân tích trích dẫn.

Stochastic Process Analyzer

Advanced server for simulating financial models and stochastic processes, offering tools for generating simulations, calculating financial metrics, and visualizing results with interactive components.