Discover Awesome MCP Servers

MANNA

An MCP server exposing IVOA-compliant astronomical archives (NOIRLab Astro Data Lab, NRAO/ALMA, CADC, ESO, Gaia, …) to LLM clients.

gemini-cli-mcp-async

Enables asynchronous and parallel execution of Gemini CLI tasks within Claude Code, allowing background task management and multi-instance parallelism.

ActiveCollab MCP Server

A local Model Context Protocol server that enables secure interaction with self-hosted ActiveCollab instances. It allows users to query projects, tasks, time records, and team notifications through natural language while keeping API credentials local.

Remote-MCP

A type-safe solution that enables remote access to Model Context Protocol (MCP) services, allowing clients to connect to centralized MCP implementations without waiting for official remote support.

miraya

Enables Claude to research audience, competitors, and trends, generate Hinglish campaigns and comic story posts, and publish draft content to Facebook and Instagram.

evo-scry

MCP server for internet search via direct Google and DuckDuckGo HTML scraping with AI-powered result normalization and optional summarization, requiring no API keys for search.

Primitiv

Design contract layer for AI agents. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single machine-readable source of truth so every agent gets the same authoritative design rules before it builds. Local-first.

skillnet-mcp

SkillNet MCP Server - Use 200.000k+ Community Skills with MCP

@alexandrebouchez/batch-mcp

MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enabling agents to manage profiles, send push notifications, orchestrate campaigns, and handle data exports through typed tools.

tradingview-mcp

Connects Claude Code to your local TradingView Desktop app via Chrome DevTools Protocol, enabling AI-assisted chart analysis, Pine Script development, and workflow automation.

Rover MCP Server

Enables AI assistants to search for pet sitters, manage bookings, and handle pet profiles through the Rover pet services marketplace. It facilitates direct communication with sitters and service management using Playwright-based browser automation.

ifthenpay payments

Enables AI assistants to securely create payment references and requests for Multibanco, MB WAY, Payshop, Credit Card, PinPay, Cofidis Pay, PIX, and retrieve payment reports.

Excel MCP Server

An MCP server that enables creating, reading, and modifying Excel workbooks, including formulas, formatting, charts, and pivot tables, without requiring Microsoft Excel.

ctx-memory

A fully local persistent memory layer for LLM coding agents (Claude Code, Codex, Gemini CLI, OpenCode). A shell wrapper intercepts tool invocations, fires hooks on every tool call, then runs a 3-layer pipeline (extract → compress to ≤500-token digest → merge into project memory doc) at session end. The next session gets prior context injected automatically.

Roblox Studio MCP 서버

Roblox Studio 的模型上下文协议服务器

unitrends-mcp

MCP server for Unitrends Backup — appliances, jobs, recovery points, replication, alerts

mcp-waggle

An MCP server for planning and overseeing the tecture-graph project, giving coding agents a persistent place to log researches, development activities, test results, and project progress.

brainforge-mcp

An MCP server that transforms markdown notes into an AI-powered knowledge graph. It enables LLM clients to explore, analyze, and diagnose knowledge graphs through tools for node explanation, path finding, causal chain analysis, and wiki health reporting.

Hana Compass API

用于所有 EHR 集成的 API 和 MCP 服务器，通过一个统一的 API 进行医学研究。

DedcodeMCP File Manager

Enables file management operations on the desktop including creating, reading, editing, moving, renaming, deleting, and listing files through the Model Context Protocol.

PocketScout MCP

Enables AI assistants to rapidly gather and synthesize structural, chemical, conservation, and literature data about protein binding pockets for drug-target triage. Useful as a reconnaissance step before computational binder design.

Freedom Commerce Protocol

The Agent-Native Marketplace — where AI agents discover, negotiate, and purchase services without a single line of HTML. Freedom Commerce is an open protocol and reference implementation for agentic commerce

Sequential Memory MCP Server

An MCP server that combines sequential thinking with persistent memory through a knowledge graph, enabling AI assistants to explore decision trees by recording thinking traces, branching at low-confidence points, and backtracking to explore alternative paths.

EraCore Revit MCP

Connects LLM assistants to Autodesk Revit BIM models, enabling reading metadata, listing elements, creating geometry, batch parameter updates, and exporting schedules. Supports fake mode for testing without Revit and pyRevit mode for live integration.

MyArxivDB_MCP

Organizes personal research papers by crawling arXiv metadata, embedding abstracts, storing in a PostgreSQL database, and generating Related Work sections using LLMs.

local-docker-mcp

Enables Docker container management and test execution via MCP tools, supporting image building, container operations, and automated test runs.

Meilisearch MCP Server

Enables AI assistants to interact with Meilisearch through a standardized interface, supporting index and document management, search capabilities, settings configuration, task monitoring, and experimental vector search.

mcp-saas-connector

One MCP server for the SaaS back office. Stripe, HubSpot, and Google Sheets exposed as typed, read-only-by-default tools for Claude and any MCP client.

Chop MCP TypeScript

A Model Context Protocol server that enables interaction with Chop's Setup system, providing an interface to retrieve setup information via a REST API.

mcp-pipedrive

Wraps the Pipedrive REST API v1 to manage deals, contacts, and search across CRM entities via MCP tools.