Discover Awesome MCP Servers

Fabric-Analytics-MCP

The Fabric-Analytics-MCP server enables AI agents to interact directly with Microsoft Fabric using natural language. It transforms complex data engineering tasks—such as workspace management, data exploration, and job execution—into intuitive, conversational workflows for LLMs like Claude or GitHub

supertone-mcp

MCP server for the Supertone TTS API. Generate natural speech, browse and preview the voice catalog, predict synthesis cost, and create cloned voices — directly from Claude Desktop, Cursor, or any MCP-compatible client. Supports Korean, English, Japanese, and 20+ other languages, with speed, pitch, and emotion-style control.

Podlings MCP

An MCP server for accessing and analyzing Apache Software Foundation Incubator podling data from podlings.xml. It provides tools to query podling metadata, generate statistics, and analyze incubation trends over time.

uitars-mcp

Enables AI coding agents to locate UI elements on screen with exact pixel coordinates using a local UI-TARS-2B vision model. Provides offline GUI grounding with ~1.2s latency on 4.1GB VRAM, eliminating cloud dependencies for computer-use automation.

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.

feishu-mcp

Enables AI coding tools to read, create, edit, search, and structure Feishu documents, while also supporting task management and user lookup.

@context-anchor/mcp-server

Git-native MCP server for managing AI context across sessions. Enables LLMs to access project and feature context via markdown files, preserving decisions and constraints.

aigentify

MCP server for auditing agent-native readiness of a product directory or URL and generating artifacts like AGENTS.md and server.json.

APEX PSI MCP Server

Provides cryptographic truth infrastructure for AI agents, enabling them to seal content with SHA-256 and Ed25519, verify receipts, anchor them to Bitcoin via OpenTimestamps, generate citations, and audit chains of receipts.

tasks-mcp

A local MCP server for managing a personal kanban board with SQLite, enabling task creation, editing, and movement across backlog, in progress, testing, and done columns.

MCP Suite CRM

Enables AI agents to interact with a CRM covering companies, people, leads, deals, and more, with role checks, scoped agent keys, approval gates, and a shared audit trail.

Aviation Weather MCP Server

Provides real-time access to official aviation weather data including METARs, TAFs, and PIREPs directly from aviationweather.gov. It enables users to query airport observations, forecasts, and pilot reports through natural language within Claude.

static-mcpify

Enables AI agents to access structured content by building static Markdown/JSON files served as a Model Context Protocol server.

artifyde-mcp

Enables agents to publish HTML artifacts to permanent, shareable, versioned pages on Artifyde via MCP.

OVB3 Bridge

MCP server + CLI for automating Oracle Visual Builder Studio/VBCS app development, enabling artifact read/write, build/audit execution, and VBCS REST API interactions from Claude.

mcp-toolbox

A plug-and-play MCP server that adds zero-boilerplate tools like file search, reliability scoring, and prompt injection detection to any MCP-compatible agent.

ACA PoC MCP Tools Server

Enables AI agents to generate audit reports and query financial ledger data via MCP. This demo version contains intentional security vulnerabilities for security testing and should not be used in production.

WhatsNew-MCPserver

Fetches AWS What's New announcements by month, allowing users to query announcements for a specific year/month via MCP tools.

PDF Reader MCP

A high-performance Model Context Protocol server that enables AI agents to extract text, images, and metadata from PDF documents using parallel processing. It features intelligent Y-coordinate content ordering to preserve natural reading flow and supports both local files and URL-based sources.

BIII MCP Server

Enables agents to vet merchants, create and verify USDC charges and invoices, assess trust and tokenized-asset authenticity, and manage provable books on Base, all non-custodially.

mcp-server-qdrant

An MCP server for storing and retrieving memories using Qdrant vector search, acting as a semantic memory layer.

Squarespace MCP Server

A comprehensive MCP server for Squarespace that enables AI assistants to manage websites, handle e-commerce operations, create content, and view analytics through 67 tools and 15 React apps.

transcend

A code-intelligence MCP server for coding agents that combines a static repository map (via tree-sitter) with precise live navigation (via LSP), providing structured, token-budgeted responses anchored to file:line.

kicad-mcp

Enables LLM agents to operate on KiCad by reading compressed schematics (TOON format), executing atomic tools, and updating context via delta and local area.

kappa-eeg-checker-mcp

MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

Agent Team MCP Server

Enables real-time communication and orchestration of multiple AI agents with a web dashboard for monitoring agent activities, tasks, and artifacts.

Smart Terminal MCP

A lightweight MCP server that enables AI assistants to interact with the local machine through terminal, filesystem, and Python execution tools.

Migadu MCP Server

Enables AI assistants to manage Migadu email hosting services through natural language, including creating mailboxes, setting up aliases, configuring autoresponders, and handling bulk operations efficiently.

Finance MCP Server

Enables fetching financial statements (Income Statement, Balance Sheet, Cash Flow) for public companies using data from Yahoo Finance, free and no API key required.

stream-estate

MCP server for the Stream.estate French real estate API. Search properties, get market statistics, manage saved searches with webhook notifications.