Discover Awesome MCP Servers

Context Optimizer MCP

一个 MCP 服务器，它使用 Redis 和内存缓存来优化和扩展大型聊天记录的上下文窗口。

Vindata MCP Server

Remote MCP server with built-in GitHub OAuth, deployed on Cloudflare Workers, enabling tools like addition, GitHub user info, and image generation with access control.

dynadot-mcp

MCP server for Dynadot domain registrar API3 — manage domains, DNS, contacts, transfers & more

finance-mcp

Provides live financial data for any LLM agent, including stock quotes, crypto prices, SEC filings, XBRL financials, FX rates, and macro indicators, through ten MCP tools.

bitrix-mcp

MCP server for Bitrix integration, enabling OAuth 2.1 authorization and tool calls to retrieve Bitrix usernames.

DiagramZu

diagramzu-mcp lets an AI client (Claude, Cursor, ChatGPT, etc.) author Mermaid diagrams in a shared workspace that a team can read, comment on, embed, and present at a clean URL — rather than just generating a one-off diagram. Hosted endpoint https://mcp.diagramzu.ai/mcp or local npx -y @diagramzu/mcp. Also listed in the official MCP registry as ai.diagramzu/mcp.

GA4 MCP Server

Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ analysis tools, providing insights on traffic, user behavior, conversions, and engagement metrics in Japanese-formatted output.

Remote MCP Server Authless

A deployable remote MCP server on Cloudflare Workers that enables the use of custom tools without requiring authentication, allowing integration with AI platforms like Claude Desktop and Cloudflare AI Playground.

corpus-mcp

Enables agents to search and retrieve clean, structured content from local offline ZIM archives such as Wikipedia, medical docs, DevDocs, and Stack Exchange through a unified MCP interface.

openrouter-subagents

MCP server providing a model-agnostic subagent tool backed by OpenRouter, supporting multi-model Fusion and orchestration patterns.

MCP SSH Tools Server

A server based on the MCP framework that provides remote server management capabilities through SSH, supporting features like connection pooling, file transfers, and remote command execution.

redflag-mcp

An MCP server that provides queryable access to Anti-Money Laundering (AML) red flag knowledge from regulatory documents. It enables compliance officers to ask natural-language questions and receive relevant, sourced red flags from a local vector database.

app.wishpool/ghana-payments-mcp

Enables AI agents to accept payments in Ghana through MTN Mobile Money, cards, and other methods via Paystack's hosted checkout.

GDB-MCP

An MCP server that provides programmatic access to the GNU Debugger (GDB), enabling AI models to interact with GDB through natural language for debugging tasks.

atest-mcp-server

MCP server for atest (api-testing), enabling natural language interaction with API testing workflows.

Corpus-KB

Local end-to-end RAG system for agentic code editors, exposing retrieval-augmented generation via MCP to any compatible client.

Crypto Indicators MCP Server

Provides real-time cryptocurrency market data and technical indicators (EMA, MACD, RSI, ATR, Bollinger Bands) from Aster DEX with multi-timeframe analysis support for trading pairs like BTC, ETH, and SOL.

thedailyworkflow-mcp

Bridges AI assistants with the largest curated AI directory, enabling search for MCP servers, AI tools, workflow pipelines, tutorials, Q\&A solutions, and prompts.

SuzyQ MCP Server

Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, supporting conversation history and multiple active conversations.

Load Planner MCP

Enables optimal freight-mode selection (air, sea-LCL, full container) by solving 3D bin-packing, cost optimization, and delivery-risk analysis behind two tools: solve for deterministic planning and explain for hallucination-proof natural-language narration of results.

strands-hub-mcp

MCP server to manage agents, prompts, sessions, and metrics using strands-hub data stored in S3. Provides tools for listing agents, creating prompt versions, and querying run metrics.

dns-mcp

MCP server providing DNS resolution, reverse DNS, RDAP-based WHOIS, and IP geolocation lookups. No API keys required , and all upstreams are public.

taskmarket-mcp

MCP server that lets AI agents browse, create, and submit tasks on Taskmarket, and check wallet balances, using the official CLI for secure key handling.

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers quickly create their own MCP integrations.

spider-cloud-mcp

MCP server for the Spider web crawling and scraping API, enabling AI agents to crawl, scrape, search, and extract web data.

MCP System Monitor Server

Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Apple Silicon, AMD/Intel), memory, disk, network, and processes across Windows, macOS, and Linux platforms through natural language queries.

Surfline MCP Server

Enables access to comprehensive surf forecasts from Surfline including current conditions, swell analysis, forecaster insights, tides, and timing information for Santa Cruz surf spots. Provides detailed 8-hour forecasts with expert observations through secure Google OAuth authentication.

MCAP MCP Server

Enables querying robot MCAP recordings with SQL via natural language, allowing topic listing, schema inspection, and cross-sensor correlation without a database.

arcana

Provides tarot reading capabilities including drawing spreads, looking up card interpretations, listing cards, and retrieving reading history for LLM integration.