Discover Awesome MCP Servers

OpenSearch MCP Server

Enables LLMs to interact with OpenSearch clusters to monitor cluster health, manage indices, and perform data searches. It provides a standardized interface for real-time OpenSearch operations within MCP-compatible environments like Open WebUI.

eNSP Automation MCP

Generates eNSP network topologies, deploys Huawei VRP configurations, and provides verification plans for lab scenarios.

superenalotto-mcp-server

Provides a template for deploying a remote MCP server on Cloudflare Workers without authentication, with instructions to customize tools and connect to clients like Claude Desktop.

AI-Scholarly-Mode

Enables AI assistants to search and retrieve peer-reviewed academic articles exclusively from Springer Nature's open access collection. It provides a specialized mode for research-driven conversations, allowing users to toggle scholarly-only search and fetch full article content.

git-changelog-mcp

Enables AI agents to read git commits from local repositories and generate beautifully formatted, categorized changelogs.

IBKR MCP Server

Provides an MCP server for Interactive Brokers trading operations, managing an IBKR Gateway Docker container and exposing trading functionality through REST API and MCP endpoints.

GraphSense MCP Server

Enables natural language queries about JavaScript/TypeScript codebases using graph and vector search. Allows finding functions by semantic description, callers, callees, and function details.

niscope-mcp

Enables AI assistants to directly control NI oscilloscopes (e.g., PXIe-5160/5164/5110) through the Model Context Protocol, including waveform acquisition, measurement, and configuration.

vision-mcp

Vision MCP enables text-only agents to understand images through any OpenAI-compatible vision model. It supports local images, URLs, screenshots, documents, charts, and code errors with tools like analyze_image and understand_image.

WikiJS MCP Server

Enables AI assistants to search and retrieve content from WikiJS knowledge bases, allowing integration with your Wiki through simple search and retrieval tools.

quantum-demos-mcp

MCP server for authoring Quantum customer demos from Claude Code; enables listing, viewing, and updating demos with a guide and prompts.

Jira Data Center MCP Server

Enables AI assistants to deeply introspect Jira Data Center configurations — including workflows, schemes, automation, and Assets — through 76 read-only tools, without any modification capability.

agent-eyes

MCP server that wraps Playwright to give AI agents eyes on the web, enabling browser search, navigation, extraction, and interaction with intelligent LLM-based DOM extraction and skill caching.

Google Workspace MCP Server

Enables AI agents to send emails and append content to Google Docs using Gmail and Google Docs APIs.

docs-cache-mcp

A local MCP server that fetches official library documentation (llms.txt-first), caches it to disk, and serves relevant sections to coding agents offline with deterministic retrieval.

logseq-api-mcp

AI assistant integration with Logseq knowledge graph: 21 tools to read, write, query, and search notes, enabling seamless interaction with your notes.

Brosh Browser Screenshot

Captures comprehensive webpage screenshots with intelligent scrolling, text extraction, and HTML analysis, enabling AI tools to visually inspect and understand web content through the Model Context Protocol.

jsx-notation

Compresses React/Next.js files, HTML, and SVG into a compact JSXN notation optimized for AI assistants, reducing token consumption by ~40%. Provides an MCP server with tools to read, encode, and decode JSXN.

Bitbucket MCP Server

MCP server for Bitbucket Server integration, enabling project, repository, pull request, source code, branch, and code review operations via the Bitbucket Server APIs.

kilo-dev-mcp-server

An MCP server for internationalization (i18n) tasks, providing tools to translate, move, list, and remove translation keys in JSON files for the Kilo Code extension.

Sapphire User MCP Server

MCP server that exposes user profile data from the Sapphire Wellness App, including health alerts, personalized recommendations, and partner service subscriptions via HTTP SSE.

Terragrunt MCP Server

Enables analysis and validation of Terragrunt projects, including dependency mapping, stack structure, and optimization suggestions, directly in IDEs that support MCP.

Elasticsearch MCP Server AI

Transforms Elasticsearch into an AI-powered observability engine for analyzing logs, APM traces, and system metrics through natural language.

mcp-software-design

Provides software design guidance via MCP, including SOLID principles, design patterns, pattern scaffolding, and heuristic code-smell detection to help review and refactor code.

companycam-mcp

Enables managing CompanyCam projects, photos, tags, comments, and users through natural language, using the CompanyCam API.

ubuntu-mcp-server

MCP server for managing Ubuntu servers over SSH. Enables Claude to check system health, inspect services, tail logs, review updates, and run commands remotely.

ncbi-mcp

NIH（アメリカ国立衛生研究所）の国立生物学情報センター（NCBI）のMCPサーバー

booking_chest

MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, event types, bookings, calendars, webhooks, and teams. Enables natural language control of Cal.com from Claude or any MCP-compatible client.

poc5-mcp-http-remote

This MCP server provides a Streamable HTTP endpoint with bearer token authentication, exposing echo and add tools, and an info resource for remote client integration.

cockpit-mcp

Accounting automation MCP server for Japanese tax firms. Two-stage classifier (keyword + Claude AI) with TaxRuleEngine for consumption tax, withholding, invoice system, and confidence-based routing.