Discover Awesome MCP Servers

barracuda-mcp

Enables searching OpenAleph entities and documents using natural language queries through the MCP protocol.

MCP-Demo

A minimal demonstration of an MCP service and client that integrates with the qwen API interface, showing basic functionality of a Model Control Protocol implementation.

Heptabase MCP

A Model Context Protocol service that enables AI assistants to search, retrieve, analyze, and export data from Heptabase backups.

Mapbox MCP Server

Provides geospatial intelligence to AI agents through Mapbox APIs, enabling geocoding, routing, POI search, map images, and offline spatial calculations.

Recall Select

Provides long-term memory for AI agents via MCP tools to store, recall, and delete memories, with per-user scoping and usage limits.

Soul Crystal MCP

Provides AI agents with a persistent internal dynamical state and emotional reservoir that evolves based on text interactions. This server enables agents to maintain a consistent affective substrate across sessions through tools that track phase coherence and emergent emotional vibes.

paraglide-mcp

Enables translation of i18n messages in Paraglide JS projects by serving small batches, validating translations against source structure, and saving them per locale through inlang's SDK.

Agent Aggregator

Aggregates tools from multiple MCP servers, acting as a proxy to provide unified access to various AI agents and tools.

lark-chat-mcp

Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via MCP, allowing users to send messages from Feishu groups and receive streaming replies.

OpenArx

Open scientific knowledge MCP for AI agents. Three profiles: search (15 tools incl. find_evidence, compare_papers, explore_topic), publish (5 tools for direct submission with AI-assisted review), govern (20 tools for proposals, voting, methodology shaping).

pando

Enables Claude to search, read, write, and manage a local markdown vault through 8 tools, turning your notes into an AI-accessible knowledge base.

claude-session-continuity-mcp

Zero-config session continuity for Claude Code. Automatically captures and restores project context across sessions using Claude Hooks.

mcp-server-usdd

Enables management of USDD protocol vaults, PSM swaps, savings, and token transfers across TRON, Ethereum, and BSC, plus protocol analytics and treasury insights.

Bazi (Eight Characters) Calculation MCP Server

Provides professional Chinese astrology calculations including Four Pillars, Five Elements, zodiac signs, and lunar calendar details. It allows users to perform accurate Bazi analysis with global timezone support directly within MCP-compatible clients.

Windows Diagnostics MCP Server

Provides Windows system diagnostic capabilities to AI agents, allowing them to access event logs, crash information, system uptime, and perform stability analysis.

FluxDown

Built-in MCP server in the FluxDown download manager: a Streamable HTTP endpoint (POST /mcp, JSON-RPC 2.0, Bearer auth) exposing 9 tools to add, list, pause, resume, and remove HTTP/FTP/BitTorrent/HLS downloads and manage queues.

Temway MCP Server

Let your AI assistant design beautiful emails & layouts — in your Temway workspace. It turns Claude, ChatGPT, Cursor and friends into a visual email & layout authoring studio.

spring-ai-mcp-server-demo

MCP 서버 데모, 도서 리뷰 제공

MCP Server Boilerplate (TypeScript)

공식 SDK를 사용하여 stdio/http, 로깅, 도커 및 테스트를 지원하는 MCP 서버용 TypeScript 보일러 플레이트.

nifdi-diagram

An MCP server that generates and manages nifdi diagrams as SVG files, bundled with skills that teach models in depth, placement grammar, and build workflow through natural language.

GHL MCP Server

Enables AI agents to programmatically manage GoHighLevel accounts through a Cloudflare Workers-based server. It currently supports CRUD operations for custom fields, custom values, and object folders with plans to include contact and pipeline management.

cryptofort

Encrypted-at-rest credential vault with MCP server for agent credential lookup and management.

Repo Therapist

An MCP server that transforms repositories into queryable knowledge by combining static code analysis with git history tracking. It allows users to investigate codebase structure, identify fragile files based on churn, and receive risk assessments through natural language queries.

domani

Enables AI agents to register domains, manage DNS, create mailboxes, and send/receive email through typed tools.

Yandex Tracker MCP

This MCP enables access to Yandex Tracker issue management. Currently it supports all read operations to retrieve queues, issues and users from Yandex Tracker.

Investment Elicitation Profiling Assistant

An AI-powered conversational assistant that builds detailed user investment profiles through a guided four-step elicitation process. It leverages LangChain and OpenAI to handle real-time dialogues regarding investment goals, timelines, and risk tolerance.

project-lore-mcp

Routes coding agents to the most relevant project documentation (decisions, intent, constraints) with provenance and freshness, providing tools for task routing, knowledge search, and document context.

hrmcp-server

MCP server for candidate scoring. Post a resume and job description, get back structured scores across skills match, experience, industry background, and education — plus strengths and gaps grounded in the actual text. Hosted API at recruit api .app or self-host on Railway.

UniFi MCP Server

Enables AI assistants to manage and monitor UniFi Network Controllers through natural language. Provides 25 read-only tools for discovering devices and clients, viewing security configurations, analyzing network statistics, and exporting configuration data.