Discover Awesome MCP Servers

Trader Journal MCP

Provides AI-powered trading analytics and coaching by analyzing historical trades to identify strategies, emotional patterns, and behavioral mistakes via MCP tools.

Basic MCP Server

A minimal Model Context Protocol server template built with Smithery SDK that demonstrates basic tools, resources, and prompts functionality for getting started with MCP development.

Kafka MCP Server

A comprehensive MCP server for Apache Kafka operations, enabling seamless integration with Claude Desktop and other MCP clients for cluster management, topic operations, and message streaming.

repo-memory

A different approach from typical persistent-memory MCPs. Instead of a local SQLite + embeddings store, the memory lives as plain files in a .ai-memory/ directory you commit to your repo (facts.jsonl, decisions/\*.md, gotchas.md). Git is the sync layer — what one Claude/Cursor/Cline learns about a repo, the next session (or a teammate's agent) picks up automatically. 5 MCP tools: get_rep

forgemesh-imagegen

MCP server for AI image generation with automatic USDC payments on Base mainnet. Generate, remove backgrounds, and upscale images via simple tool calls.

pwndbg-mcp

An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF pwn challenges.

refinex-mcp

Enables querying live AWS spot price arbitrage signals and suppression logs directly in Claude Code or any MCP-compatible AI tool.

Gigwa MCP Server

An MCP server that interfaces with Gigwa for genotyping data import, analysis, and audit, enabling users to perform complex workflows through natural language commands.

Semantic Context MCP

Enables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.

Swissgroceries MCP

A Model Context Protocol server for real-time Swiss grocery shopping that searches and compares products across 8 major Swiss retailers (Migros, Coop, Aldi, Denner, Lidl, Farmy, Volgshop, Otto’s), normalizes per-unit prices, surfaces promotions, computes optimal multi-store shopping plans, and works with any MCP-compatible client without API keys or accounts.

nestjs-mcp-server

A production-ready NestJS backend template with built-in MCP server enabling AI agents to query your data via standardized protocol, featuring RAG pipeline, semantic search, and comprehensive developer tooling.

Debug Companion MCP

Enables AI coding agents to debug Python projects by running pytest, extracting failure locations, displaying code context around failures, and optionally requesting fix suggestions from Gemini.

ai-journal

A local MCP server for journaling, organizing, and recalling your work. It captures entries as plain markdown files, indexes them for full-text and structured search, and enables querying via natural language.

CAD-Query MCP Server

Enables conversational 3D modeling by providing CAD-Query functionality to validate parametric 3D models against criteria and export to STL/STEP formats for 3D printing and CAD applications.

MCP PDF Reader

Intelligent PDF processing server that automatically detects PDF types (text or scanned), extracts text, performs OCR recognition in 10 languages, searches content with regex support, and retrieves metadata through the Model Context Protocol.

Headless Domains MCP Server

Enables checking domain availability, WHOIS lookup, domain registration, and bio syncing through the Headless Domains API.

mcp-news-server

Fetches, summarizes, and analyzes Turkish news from multiple RSS sources using NLP techniques.

Ghidra MCP Server

Model Context Protocol server for Ghidra reverse engineering. 179 tools for decompilation, symbol management, cross-references, and binary analysis.

together-ai-mcp

Exposes Together AI's inference endpoints (chat, image generation, vision, embeddings) as tools callable from MCP clients like Claude Desktop and Cursor.

Wiki OSRS MCP

Provides access to Old School RuneScape wiki information and game data through MCP tools. Enables users to query OSRS game content, items, and mechanics via natural language.

Simple Streamable HTTP MCP Server

A reference implementation demonstrating proper MCP server patterns with HTTP transport, featuring session management, progress notifications, and example tools for testing server functionality. Serves as a clean template for building MCP servers with streamable responses and comprehensive error handling.

@tsdevstack/cli-mcp

MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastructure, deployment, and project state with 54 tools and 12 resources.

mcp-xray-cloud

An MCP server that connects AI assistants to Xray Cloud for Jira test management, enabling natural language interaction with tests, test plans, executions, and CI result imports.

JIRA MCP Server

An MCP server that provides tools to interact with JIRA for sprint management, issue tracking, and attachment handling.

Genkit MCP

Provides integration between Genkit and the Model Context Protocol (MCP).

voog-mcp

MCP server for Voog CMS enabling management of Liquid templates, pages, products, ecommerce settings, and redirects via natural language or terminal commands.

Burp Suite MCP Server Extension

MCP Server untuk Burp

GitHub Projects MCP Server

Enables managing GitHub Project views, priorities, dependencies, and metrics through natural language.

gemini-researcher

A proxy that lets Claude, Cursor, and other MCP clients utilize Gemini's generous free tier for deep codebase analysis without burning the main coding agent's quota.

acf-mcp

Enables AI agents to reason about the ACF governance standard for autonomous AI agents, providing structured assessments, regulatory compliance checks, and doctrine-based tools via MCP.