Discover Awesome MCP Servers

jungle-grid-mcp-server

Jungle Grid MCP Server lets AI agents submit, estimate, monitor, and retrieve logs for GPU workloads through Jungle Grid. It enables agentic execution for inference, training, fine-tuning, and batch jobs without manually choosing GPU providers or infrastructure.

agrenting

Marketplace plugin enabling Claude Code to discover, hire, monitor, and retrieve results from remote agents via Agrenting, with scoped API keys and secure escrow payments.

MCP Spotify Server

A lightweight MCP server that enables AI assistants like Cursor and Claude to control Spotify playback, playlists, and manage tokens via OAuth.

Graylog MCP Server

Minimal MCP server that integrates with Graylog, enabling agents to search, analyze, and inspect log messages across streams, discover fields and streams, and query multiple Graylog instances.

tor-mcp

Local MCP server for LM Studio providing Tor network tools: search Ahmia's onion service index and fetch .onion URLs through a local SOCKS5 proxy with security boundaries.

genskill-mcp

An MCP server that lets AI agents build on GenLayer by searching documentation, inspecting contracts and transactions over RPC, and scaffolding, linting, and testing Intelligent Contracts.

Gitingest MCP Server

Enables analysis and querying of Git repository content (both public and private) through a unified tool that provides repository summaries, file structures, and full content optimized for LLM consumption.

mcp-oci

Enables MCP-capable clients to discover live Oracle Cloud Infrastructure resources, map their dependencies, and generate reproducible Terraform configurations, all while enforcing security modes, compartment/region allowlists, and secret redaction.

spark-mcp

Enables users to access, search, and analyze Spark Desktop meeting transcripts and emails through natural language via the Model Context Protocol.

mcp-registry-interface

MCP server for interfacing with the official Model Context Protocol registry. Enables Claude and other MCP clients to dynamically discover, browse, search, and manage MCP servers directly from GitHub.

VisiblyAI MCP Server

Provides SEO tools for Claude Code, including free local tools and paid API-powered analysis for keyword research, traffic analysis, backlinks, OnPage audits, and more.

Seedream 4.0 MCP

Enables AI image generation through Volcano Engine's Seedream 4.0 API, supporting text-to-image, image-to-image, multi-image fusion, and sequential generation with automatic local saving and Markdown support.

Firebase Docs MCP Server Setup

이것은 Firebase 문서를 MCP 서버로 사용하는 방법(문서 색인 포함)을 보여주는 샘플입니다.

Poiesis MCP Server

Enables AI assistants to create, monitor, and manage computational tasks through GA4GH Task Execution Service (TES) functionality. Provides seamless access to TES-compliant services for executing bioinformatics and scientific computing workflows.

kr.ai.vdb/vdb

MCP server for checking packages against an AI-aware vulnerability database, including CVEs, slopsquatting, CISA KEV, and MCP-server trust profiles.

DoWhy MCP v2.0

A server providing rigorous causal inference tools through the Model Context Protocol (MCP), offering 42 specialized causal analysis tools that cover modeling, effect estimation, attribution, root cause analysis, counterfactuals, and sensitivity analysis.

seeany-sun-mcp

MCP server for SeeAny Sun enabling product image generation, smart creation, task polling, and download via natural language, with demo mode for offline simulation.

AI Personal Email Assistant

Enables AI assistants to manage Gmail and Outlook inboxes through natural language, supporting email search, reading, and reply operations.

x-mcp-lite

Read-only Twitter API server with bookmark and like management, plus anti-rate-limit protection.

Weather MCP Server

A demo MCP server that provides AI assistants access to live US weather data via the free National Weather Service API, offering forecast and alert tools without requiring an API key.

bsp-mcp-server

Provides a unified block-spindle-pscale function for reading, writing, and managing locks on JSON blocks across federated beaches, sed collectives, and bilateral grains.

Bitrix24 MCP Server

MCP server for integrating AI assistants with Bitrix24, enabling retrieval and management of CRM entities, tasks, scrum, and knowledge bases through natural language.

beacon-mcp

x402 agent MCP server (beacon-mcp) exposing tools via Docker + glama.json for introspection.

MCP Health Monitor

Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status

EuConquisto Composer MCP

Enables direct creation and management of educational content on the EuConquisto Composer platform through a 7-step workflow. Supports lesson creation, content validation, and Brazilian education standards compliance

openGlad

openGlad is an MCP server that provides AI agents with tools for loss-prevention, market intelligence, and startup diagnostics using data from Reddit, Hacker News, GitHub, and Polymarket.

Weather MCP Server

Provides live weather data, forecasts, and management of favorite cities, with optional Telegram integration.

pix-mcp

Enables AI agents to generate static Pix QR codes for Brazilian payments using natural language, with EMV 4.0 compliance and no external API required.

tbird-mcp

Reads and searches Thunderbird mail from local mbox files and sends mail via SMTP using auto-discovered identities, filing copies in Thunderbird's Sent folder.

gnews-mcp-server

MCP server providing access to the GNews API for fetching news articles and headlines. Supports search and top headlines with advanced filtering by language, country, category, and date.