Discover Awesome MCP Servers

skills-mcp

An MCP server that lets AI agents browse and fetch skills from remote registries — GitHub repositories or direct HTTP URLs — without installing them locally first.

make-audit-mcp

Audits Make.com scenario blueprints before import, checking for hardcoded secrets, dangling references, plain-HTTP URLs, and other issues. Provides tools to inspect blueprint structure, trace module mappings, and generate a safety findings report.

mcp-tenki

日本の天気

📦 mcp-client-go

Go 用の MCP クライアント。複数の MCP サーバーを統合します。

pubmed-mcp-server

PubMed でクエリに一致する記事を検索します。

MCP Server

Flaskをベースとしたサーバーで、Model Context Protocolを実装し、LLMを自然言語で外部ツールの機能で強化します。これにより、天気検索や計算などのツールをモデルのテキスト出力で直接呼び出すことができます。

xueqiu-mcp

Enables querying real-time stock data for A-shares, Hong Kong, and US markets, including search, price details, and market indices via natural language.

PCCheck MCP Server

Provides Claude with read-only access to PC diagnostics including hardware specs, live performance metrics, disk usage, network checks, and more, enabling natural language queries about PC health and performance.

hayabusa-mcp

Enables Windows Event Log (EVTX) analysis by wrapping Hayabusa, exposing scan and rule retrieval tools.

ultrabrain-mcp

A local MCP reasoning gate that enables structured engineering thought through step-by-step reasoning, branching, merging, validation, and quality metrics without calling external LLM APIs.

VectorCart Shopping Assistant

MCP server that enables AI shopping assistants to understand customer needs, search products using visual and semantic queries, apply metadata filters, and recommend relevant products from an inventory.

Glass Box Framework

Runtime constitutional verification for AI answers — claim extraction with reasoning chains, Epistemic Confidence Score (ECS), 7-angle Glassbox Court red team, constitution compilation, Trust Card assembly, and deterministic SHA-256 audit logs.

mcp-film

The mcp.film directory as an MCP server — search a curated, continuously re-verified catalog of MCP servers for AI filmmaking, get install configs for any client, and plan a full production stack.

Docker MCP Server

Claudeや他のAIアシスタントがMCPプロトコルを通じてDockerと連携し、Dockerリソースのリスト表示、実行、停止、プルなどのコンテナおよびイメージ管理を可能にします。

mcp-sql-metrics

Exposes read-only PostgreSQL queries as typed MCP tools, enabling natural-language data analysis while keeping raw tables hidden and enforcing safety limits.

docverify-mcp

MCP server that extracts financial statement figures from PDFs and deterministically verifies all totals before returning them, refusing to disclose any numbers that fail tie-out checks.

MakeSync MCP Server

Make.com のための高度なモデルコンテキストプロトコルサーバー。モジュールに依存しない実装を通じて、自動化シナリオのインテリジェントなパッチ適用と管理を可能にします。

YouTube MCP Server

Enables Claude to search YouTube for artists and manage playlists on your YouTube account.

Microsoft MCP Server for Enterprise

Enables AI agents to query Microsoft Entra data using natural language, converting requests into Microsoft Graph API calls for read-only enterprise IT scenarios.

Claude-Modeling-Labs MCP Server

A comprehensive toolkit that enables automated interaction with Cisco Modeling Labs (CML) for creating network topologies, configuring devices, and managing lab environments.

SearXNG MCP Server

An MCP server that enables web search capabilities by integrating with a SearXNG instance to aggregate results from over 130 engines. It allows users to perform filtered searches across categories like news, science, and social media while supporting advanced parameters for language and time range.

FrameworkIA MCP Server

Enables AI coding assistants to manage persistent memory, search project context, generate tests, review architecture, and orchestrate workflows through 15 MCP tools, enhancing context-aware code generation.

Fusion Agent Harness MCP Server

Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agents and clients like Claude to create and manipulate parametric CAD models in Autodesk Fusion or a simulator.

NovelAI MCP Server

Enables AI assistants to generate images using NovelAI, supporting text-to-image, image-to-image, and tag suggestions.

TIA-Portal MCP-Server

Enables interaction with Siemens TIA Portal projects directly from VS Code or Claude Desktop using GitHub Copilot and the TIA Openness API. It supports connecting to TIA Portal instances, exporting blocks or types, and performing project operations like compilation via natural language.

zrw-mcp

MCP server for Zero Range Wave Compression, enabling efficient compression and decompression of integer sequences with record-breaking performance.

PyRIT MCP Server

Exposes Microsoft's PyRIT AI red-teaming framework as structured tools for MCP-compatible agents, enabling authorized AI security assessments through engagements, targets, attacks, scoring, and reporting.

Agent Farm

An orchestration platform for deploying parallel swarms of tool-enabled AI agents to perform complex tasks like code generation, system monitoring, and multi-perspective analysis. It features a unique chunked write pattern that enables the creation of large-scale documents and code files by assembling parallel agent outputs.

Old Family Recipe

Preserve grandma's handwritten recipe cards before they're lost. 13 MCP tools to OCR-import cards from photos, capture the story behind each dish (who made it, when, why), search by family member, plan meals, and share with cousins — backed by a real cookbook app that prints as a hardcover heirloom. Free tier, no credit card.

FlowyTeam OKR MCP Server

Connect an AI agent to your OKRs. FlowyTeam exposes 33 MCP tools covering OKR objectives, key results, KPI indicators and performance cycles, alongside tasks, projects, HR, attendance, tickets and CRM — one hosted connection for the whole workspace. Supports Claude Desktop, Claude web and mobile, ChatGPT (OAuth 2.0 + PKCE), and Claude Code / n8n (Bearer token). Tools respect the caller's existing