Discover Awesome MCP Servers

MediaSFU MCP SDK Tools

Enables planning, scaffolding, diagnosing, and hardening MediaSFU frontend and backend integrations across multiple SDKs with 138 integration tools.

agent-mem0

Provides persistent cross-session memory for Claude Code, enabling it to remember user preferences, decisions, and project context across new sessions.

Backup AI MCP

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

OmniCommanderMCP

Enables full local computer control from MCP clients, including terminal commands, file system operations, application management, screen capture, and input device automation across Windows, macOS, and Linux.

Timing Jeju FastAPI MCP

Internal MCP server for itinerary calculation and AI functions, receiving structured facts from a Spring backend via stateless MCP Streamable HTTP.

College Basketball Stats MCP Server

An MCP server for accessing college basketball statistics through the SportsData.io CBB v3 Stats API, enabling AI agents to retrieve and analyze college basketball data through natural language interactions.

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.

shadowgate-mcp

A defensive gateway and firewall for AI agents using MCP servers, scanning tool calls, responses, and manifests for prompt injection, secrets, dangerous commands, and drift before allowing execution.

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.

standup-reminder

This MCP server integrates with a Windows tray app that reminds users to take breaks, providing tools to query status, start breaks, snooze reminders, pause reminders, view daily stats and summaries, update settings, and acknowledge reminders via stdio over a named pipe.

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.

VeriSom

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

vision-mcp

Enables text-only models to perceive images via a vision-language model, supporting image analysis with simple descriptions or structured JSON for technical diagrams.

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.

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.

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.

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.

Behavioral Audit MCP

Checks draft support replies for missing policy disclosures that the customer's situation makes relevant, returning a pass/gap verdict with suggestions.

ingress2gateway-aws-mcp

Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML through a conversational interface, with validation and migration reporting.

Terragrunt MCP Server

Provides comprehensive Terragrunt documentation, configuration generation, and tooling integration for AI assistants, enabling intelligent assistance with Terragrunt configurations, CLI commands, and HCL syntax.

Jina AI Remote MCP Server

Provides web content extraction, search capabilities (web, arXiv, SSRN, images), semantic deduplication, and reranking through Jina AI's Reader, Embeddings, and Reranker APIs.

data-aggregator-mcp

Searches and fetches research datasets across Zenodo, DataCite (Dryad/Figshare/Dataverse/OSF), NCBI omics archives (GEO/SRA/BioProject), and the literature (PubMed/OpenAIRE) through one normalized model — deduplicating by DOI, expanding organism queries with NCBI Taxonomy synonyms, and bridging papers to the datasets they produced. Resolves citations and open-access full text, and downloads files.

astro-cosmic-weather-mcp

An MCP server that provides live astronomical ephemeris data (moon phases, zodiac transits, Mercury retrogrades, sabbats, and more) via the Moon Ritual Library API, enabling Claude and other agents to answer cosmic-weather questions with accurate, server-computed calculations.

ICF MCP Server (Cloudflare Workers)

MCP server for the WHO International Classification of Functioning, Disability and Health (ICF) with tools for code lookup, search, and clinical instrument scoring, deployed on Cloudflare Workers.

random-mcp-server

An MCP server that returns random JSON things — people, words, values, coordinates, and an always-empty list.

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.

axie-mcp

Provides comprehensive access to Axie Infinity data, including detailed Axie stats, marketplace listings, land information, and player leaderboards. It allows users to query real-time game info and market statistics through natural language.

Ring MCP

An MCP server for Claude Code that shows always-on-top notification popups with sound when tasks complete, with OS-native notification fallback.