Discover Awesome MCP Servers

Aegis MCP Server

Simulated core-banking resilience and high-frequency continuity shield demonstration using Multi-Agent System with anomaly detection and remediation patterns.

weeek-mcp

MCP server for WEEEK Public API v1 enabling management of tasks, projects, boards, tags, custom fields, time tracking, and CRM entities.

simulink-mcp

Give AI agents structured access to Simulink models via the MATLAB Engine for Python, enabling model lifecycle management, parameter queries, diagnostics, and more.

OpenAI Ads MCP

Enables management of OpenAI Ads campaigns, ad groups, ads, and insights through MCP, with approval-gated live mutations for safe write operations.

MCP-RAG

An MCP-compatible system that handles large files (up to 200MB) with intelligent chunking and multi-format document support for advanced retrieval-augmented generation.

TradesPro

TradesPro is an open source MCP server that gives AI assistants structured knowledge of the skilled trades: electrical (NEC 2023), plumbing (UPC 2024), and HVAC (IRC Mechanical).

world-model-mcp

Temporal knowledge graph for codebases that captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook.

mind-mem

Persistent, auditable memory for AI agents. Hybrid BM25 + vector recall with 18 MCP tools, adaptive block metadata (A-MEM), intent-aware routing, contradiction detection, and governance workflows. Zero external dependencies. Drop-in memory for Claude Code and any MCP-compatible agent.

AgentVeil Protocol

Trust, identity, and reputation infrastructure for AI agents. Register agents with W3C DID (Ed25519), check EigenTrust reputation scores, submit peer attestations, search agents by capability, and verify IPFS-anchored audit trails. 11 tools.

JetsonMCP

Connects AI assistants to NVIDIA Jetson Nano systems for edge computing management, enabling natural language control of AI workloads, hardware optimization, and system administration tasks.

mcp-confluent

Một triển khai máy chủ MCP được xây dựng để tương tác với Confluent Kafka và các API REST của Confluent Cloud.

Union Unity MCP Server

Enables AI agents to interact with Unity projects through multimodal vision, code analysis, asset management, and scene manipulation. Supports real-time Unity editor control, project search, script creation, and visual debugging through screenshots.

Mensa TUD MCP Server

An MCP server for accessing the TU Dresden canteen API. It provides tools to query canteen information, available days, and daily meal menus.

NPS Chatbot MCP Server

MCP server enabling NPS chatbot interactions, summaries, topic analysis, and example comments via natural language.

Luxembourgish Cybersecurity MCP

Query Luxembourgish cybersecurity data -- regulations, decisions, and requirements from CIRCL -- directly from MCP-compatible clients.

hwp-metadata-mcp

Enables extraction of metadata from HWP and HWPX files (Korean word processor formats) without requiring HWP installation. Supports document info, statistics, security, and font details.

Procesio MCP Server

Máy chủ MCP để tương tác với API Procesio

tenderapi-mcp

Exposes French and EU public procurement data (BOAMP + TED) as MCP tools for AI agents, enabling search for tenders, awards, and winner intelligence via typed filters.

Code Index MCP

Intelligent code indexing and analysis for Large Language Models, enabling advanced search, file analysis, and real-time monitoring of codebases.

llm-mcp-server-template

Mẫu dự án phát triển máy chủ LLM-MCP.

qe-mcp

Provides QE Framework expert-library guidance with compact search and recommendation tools, returning full expert content only on explicit request.

Polymarket MCP Tool

A Model Context Protocol server that enables interaction with Polymarket prediction markets through Claude Desktop.

lore

Semantic search across Claude Code conversations. Hybrid vector + keyword search, fully local, background indexing.

adb_mcp_server

Enables remote control of Android devices via ADB, including screen operations, input, app management, file transfer, and advanced tools like UI testing and performance analysis.

Coreshub MCP Server

Enables interaction with the CoreHub cloud platform to manage containers, EPFS filesystems, distributed training, and inference services through MCP tools.

codemcp

Forwards normalized MCP tools to Codex or Claude Code for agentic coding tasks like starting new sessions, continuing existing ones, and checking status.

nvim-mcp

Enables AI assistants to control running Neovim sessions via RPC socket, supporting command execution, state inspection, and LSP actions. Automatically discovers Neovim instances and supports multi-instance management on Linux and macOS.

Gemini Function Calling + Model Context Protocol(MCP) Flight Search

Giao thức Ngữ cảnh Mô hình (MCP) với Gemini 2.5 Pro. Chuyển đổi các truy vấn hội thoại thành tìm kiếm chuyến bay bằng cách sử dụng khả năng gọi hàm của Gemini và các công cụ tìm kiếm chuyến bay của MCP.

mcp-knowledge-assistant

A custom MCP server providing semantic note memory (Qdrant + FastEmbed) and optional web search (Tavily) tools for a LangGraph ReAct agent.

agent-memory-mcp

Enables persistent, graph-based memory for AI agents, allowing them to store, traverse, and recall relationships between facts, decisions, and context across sessions for efficient reasoning and reduced token usage.