Discover Awesome MCP Servers

gemini-imggen

Enables image generation and transformation using Gemini API, returning file paths instead of base64 data to avoid token limit issues in Claude Code.

Charts Visualization MCP Server

Enables generation and visualization of bar and pie charts from structured data using FastAPI and Altair. Charts are saved as PNG images and served via REST API endpoints with unique URLs.

ms-365-mcp-server

Microsoft 365 MCP Server (This phrase doesn't have a direct, commonly used translation in Indonesian. It's best to keep it as is, especially if it refers to a specific product or configuration.) However, depending on the context, you might use a more descriptive phrase. Here are a few options, but **without more context, it's difficult to choose the best one:** * **Server MCP Microsoft 365:** (This simply reverses the order, which is sometimes done in Indonesian) * **Server MCP untuk Microsoft 365:** (Server MCP untuk Microsoft 365 - Server MCP for Microsoft 365) * **Server MCP yang menggunakan Microsoft 365:** (Server MCP yang menggunakan Microsoft 365 - Server MCP that uses Microsoft 365) **Therefore, I recommend keeping it as "Microsoft 365 MCP Server" unless you can provide more context about what it refers to.**

wikicitation-mcp

Provides 40 tools to Claude for Wikipedia citation analysis, edit history, and DOI/ISBN annotation, enabling citation quality scoring and metadata enrichment without leaving the chat.

Limetest MCP Server

Enables automated end-to-end testing powered by Playwright where test cases are defined in natural language and executed by AI. Uses lightweight snapshot analysis with vision mode fallback for sophisticated testing scenarios.

crossref-mcp

Enables retrieval of academic literature metadata via DOI or search using the Crossref REST API.

MCP Java Decompiler Server

Decompiles Java .class files, packages, and JARs into readable source code, enabling AI assistants to inspect Java bytecode.

Ross MCP

Personal life admin MCP server that manages Apple Reminders from any Claude session via a cloud relay to a local Mac agent.

perplexity-mcp-server

An MCP server that enables AI assistants to query Perplexity AI for web-grounded answers with citations and advanced search filters.

MCP OCI Registry Server

A Model Context Protocol (MCP) server for querying OCI container registries. Provides tools and prompts for interacting with registries like Docker Hub, GHCR, and other OCI-compatible registries.

Velixar MCP Server

The first cognitive memory server for AI assistants, providing persistent memory, knowledge graph, identity awareness, contradiction detection, and belief tracking across sessions.

endnote-mcp

Connect your EndNote reference library to Claude AI. Search references, read PDFs, format citations, find related papers, and generate bibliographies directly in Claude Desktop conversations.

MCP RAG Server

Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.

mcp_poc

A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern using the Model Context Protocol (MCP).

n8n-mcp

An MCP server providing AI assistants with comprehensive access to n8n node documentation, properties, and operations, enabling deep knowledge about n8n's 2,063 workflow automation nodes.

MCP Game Helper

Server Protokol Konteks Model Kustom (MCP) yang menyediakan alat bertenaga AI untuk membantu pengembang game dalam tugas-tugas terkait penyeimbangan pertarungan, analisis keterampilan, pengaturan tempo level, dan simulasi.

Personal Knowledge Assistant

Manages and analyzes personal information across email, social media, documents, and productivity metrics with AI-powered insights, communication pattern analysis, and cross-platform content management.

bamboohr-mcp

A read-only MCP server for BambooHR that enables safe AI assistant access to employee records, time-off, files, and directories via natural language queries.

smart-fork

An MCP server for Claude Code that enables semantic search of past session transcripts and intelligent session forking, allowing users to find and resume from relevant previous conversations with full context.

YNAB MCP Server

Enables users to interact with YNAB budgets, accounts, transactions, and more through a comprehensive set of tools with batch operations, deterministic analysis, and undo support.

Backstory

Search your data exports from Google, Telegram, Spotify, and Instagram in one place. Everything runs on your own computer. Hybrid search and MCP, built in .NET 10

mcp-jira-server

An MCP server for Jira that enables comprehensive issue management, sprint operations, comments, attachments, and batch processing with localization and flexible date support.

Disclose MCP Server

Enables AI agents to query merchant operational signals like return rates, fulfillment accuracy, and chargeback ratios published through the Disclose protocol. Provides tools to fetch merchant disclosures and check signal coverage for completeness.

metabase-lite-mcp

Enables AI agents to search and read Metabase dashboards and cards, explore database schema, and run read-only query previews through the Model Context Protocol.

Uni-res_MCP

An MCP server for my University Results

mcp-package-health

An MCP server that provides AI agents with real-time package health data, vulnerability reports, and dependency graphs from PyPI and OSV.dev.

webdev-mcp

An MCP server that provides web development tools including taking screenshots of screens, enabling AI agents to capture and analyze visual content during development.

MCP Billing Gateway SDK

Universal billing gateway for MCP servers. Add Stripe subscription billing to any MCP server with one line of code. Supports tiered plans, usage tracking, and automatic access control.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol servers using TypeScript, featuring example tools (calculator, greeting) and resources (server info) with Zod schema validation.

quake-mcp

MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to search the global earthquake catalog, look up event details, count quakes, find 'Did You Feel It' reports, and read realtime feeds.