Discover Awesome MCP Servers

AI Tutoring RAG System

Enables personalized AI tutoring by allowing students to upload PDF/DOCX study materials that are processed and indexed for semantic search. Provides intelligent responses based on the student's own learning materials using RAG technology.

Fortran Companion MCP Server

Enables AI models to write, format, compile, lint, and structure modern Fortran code using best practices and industry design patterns.

LinkedIn MCP Server

Automates LinkedIn job search and profile editing via Playwright browser automation, enabling targeted job searches and profile updates without manual UI interaction.

deepseek-as-subagent

Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI — not just a single LLM call. DeepSeek gets its own 7-tool agent loop (Read/Write/Edit/Bash/Glob/Grep/NotebookEdit) inside a sandboxed workspace.

Spec Workflow MCP

Provides structured spec-driven development workflow tools for AI-assisted software development with sequential spec creation (Requirements → Design → Tasks). Features a real-time web dashboard for monitoring project progress and managing development workflows.

LiveTap

LiveTap connects live data streams (MQTT, WebSocket, file tailing) to AI coding agents, enabling real-time monitoring and alerting through natural language.

Video Games MCP Server

Provides direct access to the RAWG gaming database, allowing users to search for games, retrieve detailed metadata, and explore genres within Claude. It streamlines game research by offering information on ratings, platforms, and release dates through natural language queries.

Hubspot Universal MCP Server

Enables interacting with Hubspot tools and services through a unified API and the Model Context Protocol.

Claude Memory Server

Provides long-term memory capabilities for Claude through persistent storage and full-text search of context across conversations. Enables storing, searching, and managing memories organized by categories like facts, preferences, projects, and goals.

freepik-mcp

MCP server for searching, downloading Freepik stock resources and generating images using Mystic AI.

Robot MCP Server

Enables LLM-based AI agents to control SO-ARM100 and SO-101 robots through natural language commands and camera feedback. It supports various transport protocols and provides tools for both autonomous robotic movement and manual keyboard operation.

Moon Banking MCP Server

Provides AI agents with live access to a global directory of consumer and business banks, including community-rated scores across categories like customer service, fees, digital experience, and crypto friendliness, enabling grounded answers to banking questions.

AIMFP

MCP server for the AIMFP paradigm, enabling AI assistants to manage functional programming projects with persistent database state, directive compliance, and task tracking via JSON-RPC tools.

GraphQL Schema Explorer

Provides intelligent introspection and exploration of any GraphQL API schema with fuzzy search, type discovery, and field-level information to help understand and navigate GraphQL APIs.

zotero-mcp

Read+write MCP server for Zotero with full write support — create items, manage collections, find and merge duplicates, import BibTeX

OAuth-Protected CTERA MCP Server

Enables secure management of CTERA Portal file systems and administration through OAuth 2.1 authentication. Provides enterprise-grade access to CTERA operations including directory browsing, user management, and team portal administration with proper authentication and authorization controls.

binance-mcp

Server Binance

PVV MCP Server

Enables text-to-speech synthesis using VOICEVOX Web API with customizable speaker selection. Features a specialized tool for generating speech as Asuka Langley from Evangelion and provides access to available speaker lists.

Strapi MCP Suite

MCP server that exposes Strapi v5 content management, visual layout configuration, schema authoring, media uploads, and GraphQL testing to LLM clients via native Strapi API tokens with security hardening.

Minecraft Dedalus MCP

Enables AI agents to control Minecraft bots via natural language commands by bridging a Python MCP server with a Node.js Mineflayer bridge. It supports a wide range of in-game actions including complex pathfinding, resource gathering, crafting, and combat.

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.

Filesystem MCP Server SSE

Node.js server implementing Model Context Protocol (MCP) for filesystem operations, allowing AI systems to read, write, edit files and manage directories within specified allowed paths.

Angel One Mcp

MCP server for Angel One SmartAPI. Lets AI clients trade Indian stocks, manage orders and GTT rules, read holdings/positions/funds, fetch quotes/candles/OI/Greeks, and estimate margin/brokerage with TOTP login and built-in safety guards.

FilePilot AI

Local-first MCP server for safely searching, reading, summarizing, tagging, deduplicating, and organizing local files with scoped access, read-only defaults, and dry-run plans.

BigGo MCP Server

Cermin dari

site-sense

coding cli claude code/github copilot will be able to see context of browser/open tab instead of copying back and forth

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.

FastAPI Database MCP Server

Provides read-only SQL query access to Postgres and DuckDB databases via MCP tools, with extensive security hardening for public endpoints.

vibefix

Bug bounty platform for vibe coders. Post bugs from AI-generated code, browse bounties, apply to fix, submit solutions, and run website diagnostics from any MCP client.

AI Backend MCP Server

Enables AI clients to use custom tools, maintain memory, and follow structured prompts, built with TypeScript MCP SDK and deployable to Cloudflare.