Discover Awesome MCP Servers

LLM Responses MCP Server

여러 AI 에이전트가 동일한 프롬프트에 대한 서로의 응답을 공유하고 읽을 수 있도록 하여, 다른 LLM이 동일한 질문에 대해 말한 내용을 되돌아볼 수 있게 합니다.

MCP-OpenLLM

다양한 MCP 서버 및 오픈 소스 대규모 언어 모델(LLM)과의 원활한 통합을 위한 Python 래퍼입니다.

Joke MCP Server

Enables developers to retrieve short jokes in multiple categories and languages during task processing. Provides fast offline fallbacks and configurable joke providers for entertainment during development workflows.

pluggy-mcp-server

A read-only MCP server exposing Brazilian Open Finance personal financial data from Pluggy to MCP clients, enabling listing of connections, accounts, transactions, credit card bills, investments, and loans without moving money.

aionai

A shared working-state layer for AI coding tools that provides a persistent notebook for decisions, tasks, and handoffs, enabling seamless context sharing between Claude, Cursor, and other MCP clients.

Universal OpenAI Vector Store MCP Server

Provides comprehensive management of OpenAI Vector Stores, allowing AI assistants to upload files, manage vector databases, and handle batch operations via the OpenAI API. It supports multiple deployment methods, including Cloudflare Workers and local NPM installation, for seamless integration with MCP-compatible clients.

Jira MCP Server

Integrates with Jira REST API to create tickets with customizable fields and retrieve ticket information by key, with Dockerized deployment support.

Documentation Retrieval & Web Scraping

Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.

Claude Code CLI MCP Server

Provides a secure interface to run Anthropic's Claude Code CLI as an MCP server, enabling task execution, persistent memory, and integration with MCP-enabled IDEs.

SurrealDB MCP Server

AI 모델을 여러분이 가장 좋아하는 SurrealDB 데이터베이스에 연결하여 LLM이 여러분의 모든 작업을 대신 처리하도록 하세요.

AlibabaCloud MCP Server

A server that provides access to Alibaba Cloud resources including ECS, VPC, and CloudMonitor through API and OOS implementations, enabling resource management and monitoring via a unified interface.

minirag

MCP server for a self-hosted RAG system that enables AI tools to search and retrieve grounded answers from locally ingested documents via MCP tools, with local embeddings and no API key required.

bigquery-mcp

Enables AI assistants to query and analyze Google BigQuery data, including schema browsing, running queries, and comparing datasets through natural language.

local-knowledge-base

Provides cited retrieval over local-first knowledge sources (TXT, CSV, Google Sheets, Zoho Mail, MBOX) via SQLite FTS5, with tools for searching and checking source status, returning evidence links instead of generated answers.

Tolls MCP Server

Calculate toll costs, list operators, and get tariff data across Spain, Portugal, and France through an LLM assistant.

skillgod

An MCP server that automatically injects relevant skills, project memory, and routes complex tasks to specialist agents into AI coding tools like Claude, eliminating cold starts and prompt engineering.

@modelcontextprotocol/server-wsl

Enables Claude Desktop to interact with Windows Subsystem for Linux (WSL) environments, allowing command execution, file management, and distribution inspection from natural language.

Logseq MCP Tools

A Model Context Protocol server that enables AI agents to interact with a local Logseq instance, allowing operations like creating pages, managing blocks, and searching across a knowledge graph.

GuardianMCP

Automatically scans project dependencies (npm, Composer) for security vulnerabilities using the OSV.dev database, providing real-time alerts and detailed remediation guidance directly in your IDE.

linkedin-mcp

Enables publishing and scheduling LinkedIn posts through the official API, with content calendar and post brief tools for consistent growth.

mcp-hash

Provides cryptographic hash and HMAC computation for text, supporting algorithms like md5, sha1, sha256, sha384, and sha512. All operations are performed locally without transmitting or storing input data.

Chaos-MCP

On-demand micro-mutation sandbox for AI test verification that maps weaknesses in unit tests by running isolated mutation testing via the Model Context Protocol.

13flow

MCP server that reconstructs hedge-fund/superinvestor portfolios from SEC EDGAR 13F filings, offering tools to query fund holdings, consensus activity, and quarter-over-quarter changes through a read-only API.

sketchup-mcp2

Connects SketchUp to Claude AI through the Model Context Protocol, enabling prompt-assisted 3D modeling, scene manipulation, and woodworking joinery operations.

Local MCP for SketchUp

A local, offline MCP server that enables AI agents to collaborate with SketchUp for controlled modeling, editing, and review tasks via 41 MCP tools.

JP Crypto Tax Rules MCP

Exposes machine-readable Japanese crypto-asset tax rules with statutory citations, tax parameters, and transition logic for AI agents.

bookmeter-mcp

Provides tools to search books by keyword, retrieve books by author, and compute reading statistics from a local Bookmeter reading log.

Token Info MCP Server

Provides comprehensive smart contract analysis for EVM tokens, including proxy contract detection, ownership chain discovery, and OpenZeppelin AccessControl role management across multiple blockchain networks.

@dudqls816/database-mcp

MCP server for Microsoft SQL Server that lets LLMs explore schema and execute read-only SELECT queries, with optional stored procedure execution when explicitly enabled.

Local-MCP-server

Enables tool-calling LLMs to search the internet, capture website images, extract webpage text, and more via a local MCP server.