Discover Awesome MCP Servers

Conduit

One local gateway for all your MCP servers — shared by every AI coding tool (Claude, Cursor, VS Code, Codex). Set up each server once; keys stay in the OS keychain; lazy discovery keeps agent context small. Local-first, open source.

observability-aiops

Governed Prometheus + Grafana operations — firing-alert and scrape-target RCA, alert noise/flapping analysis, silences, and dashboards, with unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.

mcp-server-demo

A Node/Express + PostgreSQL MCP server that exposes database-backed tools (list_cases, get_case, add_note) to AI clients, secured with bearer-token authentication.

fal

Enables MCP clients to run 600+ generative AI models from fal.ai, including image, video, audio, and text, with tools for synchronous and asynchronous execution, model catalog browsing, and schema inspection.

mcp-k8s

MCP Kubernetes 服务器

Jira MCP Server

一个用于查询 Jira 任务的 MCP 服务器 (Yī gè yòng yú cháxún Jira rènwù de MCP fúwùqì) **Breakdown:** * **一个 (yī gè):** a / one * **用于 (yòng yú):** for / used for * **查询 (cháxún):** querying / to query * **Jira 任务 (Jira rènwù):** Jira tasks * **的 (de):** of / 's (possessive particle) * **MCP 服务器 (MCP fúwùqì):** MCP server

my-mcp-server

A TypeScript MCP server boilerplate with example tools (calculator, greet) and resources (system info), ready for extension and integration with Cursor.

OpenRouter Image Generation MCP Server

Enables image generation via OpenRouter API, supporting models like Gemini 2.5 Flash Image Preview with options to save files locally.

Nano Banana MCP Server

An MCP server for AI-powered image generation using Google Gemini models with intelligent automatic model selection, supporting multiple resolutions and aspect ratios.

Pipetable

Query local CSV, Parquet, JSON and TSV files with real SQL via DuckDB. Gives your AI coding tool ground-truth data access instead of hallucinated answers.

MySQL MCP Server

An MCP server for MySQL databases that enables schema exploration, query execution, and resource access through a unified interface. It features a LangGraph-based agent that translates natural language into SQL queries with automatic error recovery and schema discovery.

ssh-remote-mcp

A secure SSH-based MCP server for diagnosing remote servers. It allows AI agents to execute read-only commands and read files automatically, while requiring user confirmation for write operations.

Godot MCP Extended

Enables AI agents to launch, edit, debug, and test Godot game projects with comprehensive scene and script manipulation tools.

discord-mcp

Enables managing a Discord server using natural language through AI clients like Claude, with 139 admin tools across 20 categories for roles, channels, members, messages, threads, moderation, and more.

Smithsonian MCP Server

Enables searching and exploring millions of items from the Smithsonian Institution's collections including artifacts, artworks, specimens, photographs, and more, using the Smithsonian Open Access API.

MCP Playbook Server

Manages project documentation and saves conversation logs within a target project directory, providing tools for creating specs, ADRs, changelogs, runbooks, and syncing prompts/logs to GitHub repositories.

MCP Server Template (Python)

A minimal MCP server template for Render with Streamable HTTP transport, bearer token authentication, and an example 'hello' tool. Enables developers to quickly scaffold and deploy their own MCP servers.

HealthCovered ACA MCP

Enables AI assistants to check ACA subsidy eligibility, get enrollment dates, and provide HealthCovered contact information for free assistance.

HR Assistant Agent

An MCP-powered HR management system that automates employee onboarding, leave tracking, meeting scheduling, and IT ticketing. It allows users to manage organizational workflows and administrative tasks through natural language interactions with Claude.

vision-mcp-worker

MCP server deployed on Cloudflare Worker that provides AI with image understanding via the describe_image tool, plus an Apple-style model status dashboard.

yandex-metrica-mcp

MCP server for Yandex Metrica — query your web analytics in plain language from Claude, Cursor, and other AI agents. Secretless one-command login (PKCE), read-only, TypeScript.

ExcelForge

A Windows-based MCP server that enables AI assistants to manage Excel files through the desktop application, supporting workbook operations, data manipulation, and formula validation. It features robust safety tools including snapshot-based rollbacks, path restrictions, and comprehensive audit logging.

College Scorecard MCP Server

Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes — via MCP.

pet-tools-mcp

Enables AI agents to code and debug Commodore PET software using the VICE emulator, with CLI and MCP tools for session control, screen reading, memory manipulation, and testing.

Excel MCP Server

Enables reading and writing Excel files (text, formulas, and images on Windows) via MCP tools with pagination support.

mcp-visual-programming-pc-client

Enables AI agents to programmatically create and manipulate Qt-based visual programming flows, including device model parsing and port connection, through natural language.

Unpaywall MCP Server

Enables AI clients to search for academic papers, fetch metadata by DOI, retrieve open access PDF links, and extract full text from research papers using the Unpaywall API. Provides seamless access to scholarly literature for research and analysis tasks.

Google Ads Content Generator MCP Server

An MCP server implementation that enables generation of Google Ads content through Claude Code, Claude Desktop, and other MCP-compatible clients.

Translate SRT MCP Server

Enables translation of SRT subtitle files from English to Japanese using local LLM servers like LM Studio. Parses SRT format files and returns translated subtitles in proper SRT format through OpenAI-compatible APIs.

GraphQL MCP Server by CData

GraphQL MCP Server by CData