Discover Awesome MCP Servers

ScratchRun MCP Server

Ephemeral MicroVM-isolated code execution for AI agents. Run Python, Node, or bash — fresh hardware-isolated VM per call, hard-purged after. No state persists between calls.

mcp-micro-tools

Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, etc.) for LLM agents to handle deterministic, precision tasks that models often get wrong.

oracle-cloud-mcp

MCP server for Oracle Cloud Infrastructure (OCI) that provides tools to manage Compute, Object Storage, Block Storage, Networking, Autonomous Database, and IAM via the official OCI SDK.

open-meteo-mcp

Enables users to get weather forecasts, snow conditions, air quality, and location search via the Open-Meteo API, with guided prompts for ski trips and outdoor activities.

ghost-admin-mcp

An MCP server for the Ghost Admin API that enables creating, editing, and deleting posts, pages, tags, and images, plus retrieving site info.

nyx-fund-mcp

Provides hedge fund back-office calculations (fees, NAV, exposure, costs) and institutional LP report grading, accessible for free without an API key.

mcp-turboquant

MCP server for LLM quantization. Compress any HuggingFace model to GGUF, GPTQ, or AWQ format. 6 tools: info, check, recommend, quantize, evaluate, push. Self-contained Python server — no external CLI needed.

edu-db-readonly-mcp

Enables LLM agents to safely query educational administration databases through read-only MCP tools, enforcing SQL whitelisting, automatic LIMIT caps, parameterized queries, timeouts, token authentication, and audit logging.

repo-guardian

Enables agents to audit and safeguard repositories by detecting dependency pinning issues, license compliance problems, hardcoded secrets, and dead code through MCP tools.

ziti-mcp-server

Manage OpenZiti zero-trust networks — through natural language

databricks-mcp-server

databricks-mcp-server

pindoc

Code-pinned team memory for AI coding agents — typed artifacts (Decision/Analysis/Debug/Task), MCP-native workflow, self-host with Docker Compose.

Phaser Editor MCP Server

Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, assets, and tilemaps. It enables developers to create, modify, and inspect game content within the editor's environment through natural language interactions.

VoiceAI-MCP-VAVicky

Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to Any Platform for Custom VoiceAi & AI Chat Integrations and You Keep 100% of the Profits

FreeloMCP

Freelo MCP 서버는 MCP(모델 컨텍스트 프로토콜)를 사용하여 Freelo API와 통신하기 위한 인터페이스를 제공합니다. 이를 통해 Cline, Claude 등 MCP 프로토콜을 지원하는 AI 어시스턴트에 Freelo를 통합할 수 있습니다.

Azure Synapse MCP Server by CData

Azure Synapse MCP Server by CData

quanttogo-mcp

Macro-factor quantitative trading signals for AI agents. 8 tools covering strategy discovery, live signal retrieval, and self-service trial registration. Covers US and A-Share markets with forward-tracked performance.

Visa Design System MCP Server

Provides AI tools with access to Visa's Product Design System resources, including design tokens, component specifications, and usage guidelines.

upnote-mcp

Enables AI agents to read and write UpNote notes locally via SQLite and URL schemes, supporting search, creation, editing, and organization.

calcom-mcp

calcom-mcp

iMessage MCP Server

Enables Claude to send and read iMessages on macOS, with smart contact lookup, message history retrieval, and cross-conversation search using natural language commands.

membot

Provides a persistent, versioned, and searchable context store for AI agents with local embedding and hybrid search.

YNAB MCP Server

Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budgets, accounts, transactions, and more through natural language.

token-lens-mcp

Enables analyzing and optimizing context window token usage by measuring, compressing, and eliminating waste from MCP tool definitions.

SDMX MCP Gateway

An MCP server providing progressive discovery tools for SDMX statistical data, enabling AI agents to explore and access SDMX-compliant repositories through interactive tools, resources, and prompts.

Protestos Nacional

Enables querying the existence and details of protests (protestos) for individuals and legal entities registered in notary offices across Brazil. It is a read-only MCP server that works with any MCP client over HTTP, using pre-paid credits.

mcp-golang-server

Provides Go language tools for LLMs to analyze, test, and format Go code.

mcp-denue

INEGI DENUE MCP — Mexico's directory of economic units (~6M businesses).

Indodax

Serve Indodax Public market data: server time, pairs, ticker, all tickers, summaries, order book, trades, OHLC, and price increments. Private account data: account info, balances, transactions, and trade history. Spot trading: buy, sell, cancel, cancel by client order ID, cancel all, and deadman countdown. Funding: withdrawal fee lookup.