Discover Awesome MCP Servers

Graph-Mem MCP

A universal MCP server providing persistent, structured memory through a knowledge graph with graph storage, semantic vector search, and multi-hop traversal for AI agents and IDEs.

KG Memory

An MCP server that implements a heavily typed knowledge graph memory system with AI-powered entity and relation extraction, enabling structured knowledge storage and retrieval from unstructured text using predefined or custom ontologies.

MealOS

Enables users to plan meals and place orders across Swiggy Food, Instamart, and Dineout directly from Claude Desktop conversations.

RouterBase MCP

Enables AI agents to discover models, pricing, and chat completions through RouterBase, an API gateway for 200+ AI models.

Intel NPU Tools MCP Server

Enables MCP clients to leverage the Intel Arrow Lake NPU for local speech transcription, screenshot OCR, private semantic search, and hardware diagnostics, all processed locally.

Kagi Search

允许使用 Kagi 的 API 进行网页搜索和内容增强，通过诸如 fastgpt、enrich/web 和 enrich/news 等方法实现。

EnergyAtIt MCP Server

Connects AI agents to energy infrastructure with 30+ tools for managing sites, assets, dispatch, settlements, compliance, and carbon tracking.

Claude Thread Continuity

Automatically saves and restores project state when Claude threads hit token limits, ensuring seamless conversation continuity and preventing project fragmentation with intelligent name validation.

MariaDB Reader MCP Server

为 AI 助手提供探索和交互 MariaDB 数据库的工具，允许它们列出数据库、查看表、检查模式定义以及查询数据。

Cisco Secure Access MCP Server

Enables AI agents to investigate threats, pull reports, manage security policies, and administer deployment infrastructure through the Cisco Secure Access REST API.

dsh-relay

Diagnoses the Codex MCP launch path and writes host configuration so Codex, Cursor, or Claude Code can spawn the dsh profile. It does not run the MCP stdio server in the Web process.

ServiceTitan MCP Server

Provides AI assistants with direct access to ServiceTitan's field service management platform for home services contractors. It enables users to manage customers, jobs, appointments, technician dispatching, and invoices through natural language.

ai-crm-engine

An MCP-native CRM backend for AI agents, enabling customer, opportunity, note, follow-up, and pipeline health management through 15 MCP tools.

memory-stream

MCP server implementing the Generative Agents memory architecture, enabling observation, retrieval, reflection, and planning for agent memory management.

vault-mcp

Turn any folder into a searchable knowledge base for AI, exposed via MCP.

Zen MCP Enhanced

An enhanced Model Context Protocol server that enables Claude to seamlessly collaborate with multiple AI models (Gemini, OpenAI, local models) for code analysis and development tasks, maintaining context across conversations.

atlassian-ai-toolkit-mcp

MCP server for AI assistants to interact with Atlassian Jira and Confluence Cloud APIs through typed tools and secure authentication.

mcp-recall-md

Enables semantic search over local markdown note collections using vector embeddings, with real-time file watching and zero-config setup.

espresso-mcp

espresso-mcp

JIRA MCP Server

Provides comprehensive access to Jira Cloud and Data Center instances for managing issues, epics, and attachments with AI-optimized data cleaning. It supports relationship tracking and dual transport modes via STDIO and Streamable HTTP.

FullScope-MCP

A comprehensive Model Context Protocol server for content summarization that supports web scraping, file reading, content summarization, and topic-based summarization features.

Serper Google Search Server

使用 Serper API 将 Google 搜索功能集成到启用 MCP 的应用程序中，从而提供丰富的搜索结果、可配置的参数和高效的响应处理。

IntelliGlow

A Model Context Protocol (MCP) server that allows AI assistants like Claude to control real smart bulbs via UDP network communication, featuring voice commands, AI reasoning, and direct hardware control.

ChartMogul MCP Server

Enables interaction with the ChartMogul API to manage subscription data, customer relationships, and sales CRM activities. It allows users to retrieve key business metrics like MRR and churn while performing data operations on plans, invoices, and contacts.

Gift Finder MCP Server

Enables gift recommendations via Naver Shopping and nearby pickup store search via Kakao Local APIs.

Monolith

Unreal Engine 5.7 editor plugin that gives AI assistants full read/write access to Blueprints, Materials, Animation, Niagara, Config, and more via MCP. 119 actions across 9 domains, pure C++, embedded Streamable HTTP server.

Kayzen Analytics MCP Server

一个实现方案，使人工智能模型能够通过标准化接口访问和分析 Kayzen 广告活动数据，该接口具有诸如自动身份验证和报告管理等功能。

agentknows

MCP server for internet access across Western and Indian platforms, enabling reading, searching, and hot content retrieval from stocks, news, hackernews, YouTube, GitHub, and more.

mcp-inscription

使AI助手能够直接与比特币Ordinals铭文交互。与Goose和Claude Desktop无缝集成，以从交易中检索和显示铭文内容。