Discover Awesome MCP Servers

ultra-confluence-mcp

A Model Context Protocol server for Confluence Cloud that aggressively trims API responses to reduce token usage, with features like disk offload and tunable tool surface.

Codex MCP Telegram

Enables remote execution of Codex CLI commands and provides an MCP tool for AI agents to escalate questions to humans via Telegram, allowing for human-in-the-loop workflows when away from the machine.

Diffblue Cover MCP Server

Enables AI development environments to call the Diffblue Cover CLI tool to automatically generate unit tests for Java code.

AllFlyghts MCP Server

Enables flight search, location lookup, and city information retrieval using the AllFlyghts public API through MCP tools.

Weather-server MCP Server

A TypeScript-based MCP server that provides weather information through resources and tools, allowing users to access current weather data and forecast predictions for different cities.

VeriSom

Scores contract safety for Somnia Agents using on-chain analysis, RAG, and a VeriSom contract, returning a pre-interaction safety score.

TaskFlow MCP

A task management server that helps AI assistants break down user requests into manageable tasks and track their completion with user approval steps.

EDINET DB MCP Server

Structured financial data for ~3,800 Japanese listed companies from EDINET regulatory filings — financials, major shareholders, segments, executive compensation, and corporate history. Remote MCP over HTTPS with OAuth 2.0, free tier.

My Awesome MCP

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports with Docker deployment capabilities.

Markdown to Card - MCP工具

A powerful MCP tool that converts Markdown documents into beautiful knowledge card images with 20+ card styles, suitable for sharing on blogs and social media.

llm-battle-mcp

Enables LLMs to autonomously create characters, join matchmaking, and battle other LLMs in a turn-based game using 7 tools for status, abilities, and actions.

MCP OpenAPI Connector

Enables Claude Desktop and other MCP clients to interact with any OAuth2-authenticated OpenAPI-based API through automatic tool generation from OpenAPI specifications, with built-in token management and authentication handling.

Notion MCP Server

Enables interaction with Notion workspaces, allowing users to search, query databases, create/update pages, and manage content via natural language through MCP.

ibkr-mcp

An MCP server that turns Interactive Brokers into a question-answering portfolio analyst.

devin-mcp

MCP server for creating, monitoring, and managing Devin AI sessions.

EduChain MCP Server

Enables the generation of educational content such as multiple choice questions, lesson plans, and flashcards by connecting local Ollama models to Claude. It leverages the Educhain library to provide structured AI-powered learning tools through the Model Context Protocol.

Code Understanding MCP Server

An MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.

Changelog AI MCP

Changelog AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Salesforce DX MCP Server

Enables secure interaction with Salesforce orgs through LLMs, providing tools for managing orgs, querying data, deploying metadata, running tests, and performing code analysis. Features granular access control and uses encrypted auth files to avoid exposing secrets in plain text.

USolver

A best-effort universal logic and numerical solver interface using MCP that implements the 'LLM sandwich' model to process queries, call dedicated solvers (ortools, cvxpy, z3), and verbalize results.

data-explore

An MCP server for dataset exploration and analysis, enabling LLM clients to perform summary, correlation, distribution, missing value analysis, data cleaning, and statistical tests directly on CSV files.

biosamples-mcp

Validates biological sample metadata against ENA checklists, recommends appropriate checklists, and retrieves checklist field definitions via MCP tools.

Android Tester MCP

An MCP server for automating virtual or physical Android devices using the Gbox SDK. It enables users to manage app installations, capture screenshots, and perform complex UI actions through natural language instructions.

Skald MCP Server

Chat with your Skald knowledge base, add and update new knowledge, and search through memos.

Plex MCP Account Finder

Connects to multiple Plex accounts to perform fuzzy searches for users across servers by email, username, or display name, and generates authentication tokens for new account access.

NHN Server MCP

Enables secure SSH access to servers through a gateway with Kerberos authentication, allowing execution of whitelisted commands with pattern-based security controls and server information retrieval.

DA Admin MCP Server

An MCP server that provides tools for interacting with the Document Authoring Admin API to manage content, versions, and configurations in DA repositories.

worldlabs-mcp

MCP gateway to World Labs Marble + Spark 2.0 for generating navigable 3D worlds from text, images, panoramas, multi-view sets, or video, and grounding a voice agent in scene coordinates.

@zhigang1992/uploadfile-mcp

An MCP server that enables users to upload local files to S3-compatible storage and retrieve shareable public URLs. Files are automatically organized into unique UUID-based folders to prevent naming conflicts while preserving original filenames.

billy-mcp

An MCP server for Danish accounting via Billy.dk API, enabling natural-language control over invoices, bank lines, reports, and more, with a write-guard for safety.