Discover Awesome MCP Servers

Sweden Invoice MCP

Lets any AI agent send Sweden B2B/B2G electronic invoices (e-faktura) over the Peppol network in Peppol BIS 3.0 / EN 16931 format via Storecove, a certified Peppol Access Point.

Discord MCP Server

Enables interaction with Discord channels through a bot, allowing users to send messages and files, retrieve messages with advanced filtering, and download attachments of any type.

AtlasMemory

Turn any codebase into an AI-readable neural map — with proof. Every claim linked to code anchors (line + SHA-256 hash), every context window optimized with greedy token budgeting, every session protected by drift detection. Tree-sitter indexing across 11 languages, cross-session learning, AI enrichment, and 28 MCP tools. Zero config — just connect and your AI agent remembers everything.

MCP JSON Database Server

A JSON-based database MCP server with JWT authentication that enables user management, project tracking, department analysis, meeting management, and equipment tracking. Integrates with Claude Desktop to provide secure CRUD operations and analytics through natural language commands.

sprinty

A disciplined-sprint MCP server for AI coding agents, providing structured sprint management with immutable append-only ledger, programmatic close-gates, and live dashboard.

mcp-server-db2i

Enables AI assistants to query and inspect IBM DB2 for i databases using read-only SQL commands and schema inspection tools. It provides secure access to table metadata, views, and indexes via the JT400 JDBC driver.

thinkprompt-mcp

Connects AI assistants to the ThinkPrompt platform for managing style guides, requirements, projects, documents, and workflows via 85 MCP tools.

testit-mcp-server

Enables interaction with TestIT test management platform, allowing management of projects, work items, test runs, test plans, and analytics.

agent-reach-mcp

Provides 13 internet platforms as MCP tools for AI agents, enabling read, search, and interaction with services like web, YouTube, Twitter, and Reddit via a production-grade MCP server.

RULER MCP

MCP server for reading, aggregating, suggesting, and applying price rules (floors) from ActiveView with a confirmation flow, designed for AI agents to analyze and adjust monetization.

SkillGuard

Enables scanning of Claude Code skills, plugins, or MCP servers for malware before installation via static analysis.

Salesforce MCP Server

Enables authenticated interaction with Salesforce through OAuth Bearer token forwarding. Allows users to make API calls to Salesforce instances while maintaining secure session-based authentication throughout the MCP lifecycle.

LicenseSpring MCP Server

An MCP server implementation that integrates with LicenseSpring APIs, providing comprehensive license management and customer operations capabilities.

Google Analytics MCP Server

Enables AI assistants to query Google Analytics accounts, properties, and run reports using natural language through the Admin and Data APIs.

line-cua-mcp

A macOS MCP server for LINE that reads encrypted local database snapshots to fetch chat history and sends messages via LINE UI without cursor movement.

CodeGraph Memory MCP Lite

Local-first MCP-style code memory for research repositories: enables file search, Python symbol extraction, import graph, and repo context packs.

chatlab-mcp

MCP server for ChatLab that automates the chatlab-cli in headless HTTP mode, enabling session management, message retrieval, SQL queries, and API calls via natural language.

Crowdlistening

Crowdlistening

mcp-test

test

amoCRM MCP

Enables AI agents to interact with amoCRM, providing access to deals, contacts, companies, notes, tasks, and custom fields via natural language.

Ramoira MCP Server

Exposes the Ramoira brand schema specification as MCP tools and resources, enabling LLMs to generate, validate, or reason about brand schemas without the CLI.

Shopify MCP Server

Enables interaction with Shopify store data through the GraphQL API, providing tools for managing products, customers, orders, and collections.

leadforge

Enables lightweight CRM pipeline management with email sequences, project scanning, and MCP-based interaction for AI agents.

Icecast MCP Server

Analyzes and optimizes Icecast streaming server configurations with automated security audits, performance recommendations, and capacity planning for internet radio stations.

mcpGraph

Enables orchestration of MCP tool calls through declarative YAML-defined directed graphs with data transformation, conditional routing, and observable execution flows.

Remote MCP Server on Cloudflare

我的 MCP 服务器（无身份验证） (Wǒ de MCP fúwùqì (wú shēnfèn yànzhèng))

PrestaShop MCP Server

Provides instant, offline access to comprehensive PrestaShop development documentation including 647+ hooks, module guides, component architecture, APIs, and theme development resources for AI assistants.

Microsoft Copilot Studio ❤️ MCP

A lab demonstrating how to deploy a Model Context Protocol (MCP) server that provides joke functionality to Microsoft Copilot Studio and GitHub Copilot.

superposition-mcp

Provides a deterministic, keyless two-pole terrain map from an agent's task framings to counter premature collapse in reasoning, working offline or via API.

remote-mcp-server

Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling tool calls via SSE from clients like Claude Desktop.