Discover Awesome MCP Servers

Bridge Accessibility MCP Server

Provides tools for text simplification, translation, and image description via Google Gemini, enabling accessible content processing from any MCP client.

vector-mcp

Integrates RAG into AI agents via MCP Server, supporting multiple vector database technologies for collection management and search operations.

shopby-mcp

Enables searching and browsing Shopby API documentation using natural language queries through MCP tools like search_apis and get_api_detail.

PCILeech MCP Server

Enables AI assistants to perform DMA-based memory operations through PCILeech hardware using natural language commands, supporting memory reading, writing, and multi-format visualization for debugging and security research.

MCP SSE Client Python

リモートMCPサーバー用のシンプルなMCPクライアント🌐

Deep Search MCP Server

Provides comprehensive search capabilities including web search, content extraction, news search, academic search, and AI-powered multi-source research. Enables natural language access to web content and research through a production-ready MCP server.

turn-mcp-web

Enables human-in-the-loop checkpoints for AI agents, allowing them to pause and wait for human input via a web UI, then seamlessly resume execution.

MalBuddy

MCP server that integrates a headless Ghidra instance for binary reverse-engineering, enabling automated analysis and decompilation through a standardized interface.

ApplianceIQ MCP Server

An MCP server that lets AI assistants answer home appliance questions with live, structured data and cite ApplianceIQ as the source.

paper-radar

Fetches recent papers and preprints from Europe PMC by query, enabling users to ask their AI assistant for the latest research in any field.

mcp-web-fetch

Universal HTTP client tool for LLM agents. Enables Claude and other MCP-compatible agents to perform GET, POST, PUT, DELETE, and other HTTP requests to any URL, including localhost and internal network addresses.

Pulse

Connects live Wear OS heart-rate data and conversation transcripts to AI agents through MCP, enabling agents to observe sessions, derive stress and speech signals, and deliver coaching responses.

Financial MCP Server

Provides access to real-time currency exchange rates, live stock market data via Alpha Vantage, and local transaction analysis from CSV databases. It enables AI assistants to perform currency conversions, stock comparisons, and budget tracking through natural language.

A1D MCP Server

A universal AI server that provides image and video processing tools (background removal, upscaling, vectorization, etc.) for any MCP-compatible client with simple setup.

Logseq MCP Tools

AIエージェントがローカルのLogseqナレッジグラフとやり取りできるようにする、モデルコンテキストプロトコルサーバー。ページやブロックの作成・編集、コンテンツの検索、ジャーナルエントリの管理などの操作をサポートします。

baidu-ai-search

AI を活用して Baidu でウェブを検索します。

Relational DB Seeder MCP Server

Enables LLMs to inspect database schemas and seed relational databases with custom data while automatically resolving foreign key relationships.

StealthSurf MCP Server

An MCP server that enables AI agents to manage VPN configurations, cloud servers, and account settings through the StealthSurf API. It supports natural language commands for tasks such as creating VPN configs, managing cloud server orders, and performing device security audits.

LTM MCP Server

Enables MCP-capable AI to perform read-only semantic search over a local document corpus stored in Postgres with pgvector, using mxbai-embed-large embeddings and optional reranking for confidence-gated results.

MCP LLMS-TXT Documentation Server

任意のllms.txtソースからドキュメントをロードおよびフェッチするツールを提供するMCPサーバー。これにより、ユーザーはIDEエージェントおよびアプリケーションにおけるLLMのコンテキスト検索を完全に制御できます。

Quality Clouds MCP Server

Enables AI coding assistants to automatically validate and fix code against enterprise governance rules using LivecheckAI, supporting platforms like Salesforce and ServiceNow.

nextiva-mcp

MCP server for Nextiva/Thrio contact center platform, providing tools to list users, campaigns, contacts, queues, and work item history.

Groundcrew

Ground-truth receipt system for hallucination detection — captures verified state snapshots before and after agent actions.

mcp-jira-stdio

MCP server for Jira integration with stdio transport. Enables reading, writing, and managing Jira issues and projects directly from Claude Desktop. Supports issue creation, updates, comments, JQL search, and project management.

LinkedIn MCP Server

Enables fetching detailed LinkedIn profile data by automating a browser session with your LinkedIn cookie to access full profiles.

Stata MCP Server

Connects AI agents to a local Stata installation, enabling execution of Stata code, data inspection, graph generation, and result verification through natural language interactions.

MRP Calculator MCP Server

在庫レベル、予測、および注文制約に基づいて、納期計画の計算、注文ニーズの決定、およびMRP期間計算を実行するための、資材所要量計画（MRP）ツールを提供します。

NanoBridge

Enables agents to generate and edit images, sprites, icons, and animated sprite sheets via Gemini's Nano Banana model. It uses the existing Gemini plan's quota without per-image costs.

otto

Enables AI agents to operate a local financial terminal, including market data, backtesting, paper portfolio management, and news digest, through safe, gated tools over MCP.

Git Insight MCP

Semantic git queries via MCP. Beyond git log — answer who/what/why about any line, file, or branch with blame, co-change, PR linkage.