Discover Awesome MCP Servers

Microsoft Fabric MCP Server

Enables AI assistants to interact with Microsoft Fabric and Power BI services through the Model Context Protocol. Users can manage workspaces, execute DAX queries, refresh datasets, and create Fabric notebooks using natural language.

iQuesta MCP Server

Enables AI agents to search for internship and apprenticeship offers in France via the iQuesta platform, with tools for filtering by keywords, region, discipline, and contract type.

mcp-claude-design-arabic

An MCP server for elite Arabic and bilingual RTL/LTR UI/UX design, providing tools for design pipelines, anti-AI-slop auditing, RTL layout conversion, Arabic typography optimization, and accessibility checks.

OPSG MCP Server

Enables AI agents to manage transactions, initiate payments, and integrate with the OPSG/iPay88 payment gateway using local merchant credentials.

OpenConstruction MCP

Local-first MCP server enabling catalog discovery, dataset context, and safe downloads of construction datasets.

remembrallmcp

Persistent knowledge memory layer for AI agents. Hybrid semantic + full-text search with pgvector, code dependency graph with blast-radius impact analysis, and incremental indexing for 7 languages. In-process ONNX embeddings, no external API required.

mcp-server-TLD

An MCP server for AI agents to interact with the JustLend DAO lending protocol on TRON, plus general TRON chain utilities like balances, transfers, and staking.

FreeCAD MCP Server

Bridges Claude with a live FreeCAD instance to provide deep access to runtime state, document structure, and shape topology. It enables AI-assisted CAD work, sketch diagnostics, and development debugging through direct interaction with FreeCAD's internal data and viewport.

x-mcp

Read-only MCP server for Kan's FxTwitter API proxy, enabling public X/Twitter search and retrieval.

viber-mcp

MCP server for the Viber Bot REST API — drive a Viber bot from Claude Desktop, Claude Code, or any MCP client

marketing-page-quality-gate

An MCP server that deterministically scores landing pages on conversion-critical signals and blocks ad spend on low-quality pages to prevent wasted budget.

Infisical MCP Server

A Model Context Protocol server that enables interaction with Infisical APIs for secret management, allowing users to create, update, delete, and list secrets through function calling.

remote-mcp-server-authless

Deploy a stateless remote MCP server on Cloudflare Workers without authentication, enabling connection from clients like Claude Desktop and Cloudflare AI Playground to use registered tools.

Judges Panel

Enables evaluation of AI-generated code across 45 specialized dimensions using deterministic pattern matching and optional LLM-powered deep review, acting as an independent quality gate.

mcp-ibkr-agent

Enables AI agents to trade on Interactive Brokers: check quotes, balance, positions, and execute buy/sell orders (including fractional shares by dollar amount) via the Client Portal API.

simple-mcp-server

A simple MCP server demo providing 5 basic tools for time, calculations, string operations, UUID generation, and tool listing, built with functional programming principles.

hackle-mcp

A Model Context Protocol server for Hackle API providing tools and resources for querying A/B Test data.

GCP Billing and Monitoring MCP Server

Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

ParrotScribe MCP Server

Enables AI agents to interact with the ParrotScribe transcription service on macOS, providing tools to start/stop transcription, retrieve real-time and historical transcripts, and search across sessions.

Shumi AI

Shumi is a mechanical trading intelligence platform designed for the crypto market. It combines market trends, funding data, user sentiment, and contract resolution into a single research workflow.

utm-helper-mcp

MCP server for generating consistent UTM-tagged links based on an authoritative, version-controlled UTM specification.

vision-mcp

Adds image recognition and UI grounding capabilities to text-only LLMs through MCP tools, supporting local and cloud vision backends.

vision-relay-mcp

A tiny MCP server that lets text-only coding models analyze images via vision relay APIs, supporting single image analysis and side-by-side comparison.

Feishu MCP Server

Enables interaction with Feishu (Lark) multidimensional tables (Bitable) through MCP tools, supporting operations like creating/updating/querying records, batch operations, and application management with automatic token refresh.

mem-context

Multi-modal RAG engine for AI assistants. Stores conversation history, conclusions, diffs, error traces, and other development artifacts in LanceDB with vector search, multi-factor scoring, and an LLM-driven consolidation pipeline.

Itential MCP Server

MCP server for connecting LLMs to Itential Platform, enabling network automation, workflow orchestration, and platform monitoring.

Email MCP Server

Enables interaction with email servers through IMAP protocol for managing emails, folders, and messages. Supports operations like listing folders, retrieving messages, searching, moving, deleting, and managing flags with type-safe validation.

tasmac-mcp

MCP server for querying TASMAC liquor shop stock and MRP in Tamil Nadu, including finding nearby shops and products, with history tracking and JSON/text output.

rei-checker

Provides MCP tools to verify logical expressions and retrieve decision statistics, with verdicts VALID, INVALID, or UNDECIDED.

apex

Enables authorized bug bounty automation via a scope-enforced MCP bridge, supporting web, secrets, mobile, and LLM red-team scanning, with reporting and advisory.