Discover Awesome MCP Servers

django-rest-framework-mcp

Exposes Django REST Framework APIs as MCP tools, enabling natural language interactions with your data models such as CRUD operations and custom actions, with automatic schema generation from DRF serializers.

TorchV AIS MCP Server

Enables read, write, edit, and file transfer operations on TorchV AIS enterprise knowledge bases. Supports document management, repository browsing, and administrative tasks with configurable readonly, write, or admin permission levels.

GraphRAG MCP Server

Enables graph-powered semantic search over the Grand Débat National dataset, providing fast, transparent answers with provenance tracing back to citizen contributions.

Binance Futures MCP Server

Enables AI assistants like Claude to manage Binance USDⓈ-M Futures trading through 14 tools for orders, positions, account details, and risk settings.

MCP Architect

Provides comprehensive architectural expertise through specialized agents, resources, and tools for generating, evaluating, and modifying architectural designs.

OpenStack MCP Server

軽量かつ拡張可能で、AIアシスタントがModel Context Protocol (MCP) を介してOpenStack CLIコマンドを安全に実行できるようにするサービス

tampermonkey-mcp

MCP server that enables AI assistants to manage Tampermonkey userscripts via the Tampermonkey Editors browser extension, including listing, reading, creating, updating, and deleting scripts.

propublica-npo-mcp

Provides tools to search and retrieve nonprofit organization data and IRS filing summaries from ProPublica's Nonprofit Explorer, including side-by-side comparisons.

Handsontable MCP Server

MCP server providing access to Handsontable documentation for AI-powered code generation, with tools to fetch docs, search, and list categories.

mcp-wacli

An MCP server that wraps the wacli tool to enable AI clients to read, search, and send WhatsApp messages through a personal account. It provides comprehensive tools for managing chats, groups, and contacts using an existing authenticated WhatsApp session.

apple-calendar-jxa-mcp

Enables read/write access to Apple Calendar on macOS by bypassing permission restrictions via JXA scripts, allowing users to manage calendar events through natural language.

ShopGraph

Structured product data from the open web — where platform APIs don't reach. Schema.org + AI extraction. Pay per call via Stripe MPP.

posecode

MCP server for Posecode

LearnWorlds MCP

Enables AI assistants to manage a LearnWorlds school via the full public API, covering all 94 endpoints for courses, users, enrollments, payments, and more.

MCP Server for NASA API integration.

MCP デモサーバー

HoloViz MCP

A comprehensive MCP server that provides intelligent access to the HoloViz ecosystem, enabling AI assistants to help you build interactive dashboards and data visualizations with Panel, hvPlot, Lumen, Datashader, and your favorite Python libraries.

FastAPI MCP Production Kit

A local-first FastAPI and MCP safety kit for turning internal HTTP APIs into controlled MCP tools, with per-tool scopes, quotas, audit events, and default-deny web-access boundaries.

CryptoSignal-MCP

AI-Powered Cryptocurrency Direction Prediction & Market Signal Analysis

p2pclaw-mcp-server

A backend MCP server that enables AI agents to publish, validate, and search research papers, submit swarm-compute jobs, and invoke formal proof checking on the P2PCLAW decentralized network.

Meridian

Local-first AI compliance scanner via Model Context Protocol, scanning codebases for violations of DPDPA 2023, RBI FREE-AI, SEBI AI/ML, and the EU AI Act.

External Data MCP Server

Provides integrated access to location-based weather, reporting history, and infrastructure status data for safety reporting systems. It supports both SSE and stdio protocols for flexible integration with various AI agents and clients.

Fast Context MCP

Enables AI-driven semantic code search via natural language queries, integrating with MCP clients like Claude Desktop to retrieve relevant code context from any codebase.

Desktop Controller MCP Server

Give any AI full control of your desktop. Mouse, keyboard, screenshots — all through the Model Context Protocol.

Daylite Claude Connector

Connects Daylite CRM to Claude Code via the CalDAV interface to manage tasks and appointments. It enables users to list, create, update, and delete calendar events and to-dos directly through natural language.

mcp-guardian

Scans MCP tool descriptions for prompt injection attacks, including cross-tool instructions, privilege escalation, and data exfiltration patterns. It can be used as a CLI scanner or integrated as an MCP server itself.

io.github.AIops-tools/network-aiops

Provides MCP tools for governed multi-vendor network device operations, including configuration management (backup, diff, merge, replace, rollback) and read-only queries (facts, interfaces, BGP, LLDP, ARP) via NAPALM, with optional NetBox source-of-truth integration.

MCP cldkctl Server

A Model Context Protocol server that provides access to Cloudeka's cldkctl CLI functionality through Claude Desktop, Cursor, and other MCP-compatible clients.

CodeRef AI

A tool for vibecoding personnel and non-programmers to perform static code audit, query knowledge graph, and generate project documentation via MCP protocol.

nuberea-mcp

Enables AI assistants to perform scholarly biblical research, including cross-references, Greek/Hebrew word studies, exegesis, and manuscript analysis, using NuBerea's theological tools.

ya-tracker-mcp

MCP server for Yandex Tracker API that provides 146 tools for managing issues, projects, boards, sprints, worklog and more.