Discover Awesome MCP Servers

images-mcp

Provides image generation tools powered by OpenRouter, running on Cloudflare Workers.

Gmail MCP

Enables comprehensive Gmail management through the Gmail API, including sending/receiving emails, organizing labels and threads, managing drafts, and configuring account settings with secure OAuth2 authentication.

leafmem

MCP server for LeafMem, a layered memory engine that gives AI agents persistent, scoped memory with local retrieval and optional embedding rerank. It exposes tools for capturing turns, storing memories, and building recall context.

Shopify Universal MCP Server

Provides a standardized MCP interface for interacting with Shopify tools and services, enabling unified API access and compatibility with MCP-compliant clients.

TinyContext

TinyContext provides a local, token-efficient memory layer for AI agents. It enables saving and recalling memories via MCP tools, using hybrid BM25 and dense retrieval to return only context that fits the requested token budget.

check-mcp

Validate any shell command before execution. AI agents call Check to know if a command will work before running it: returns runnable or invalid. $0.04 AUD per check.

octobrain

Persistent memory for AI assistants — store insights, decisions, and knowledge that survives across conversations.

Mac Developer Bridge

Local macOS MCP bridge that gives ChatGPT shell, unrestricted filesystem access, real PTY sessions, background jobs, and read-only stored Codex history. ChatGPT stays the reasoning layer; the bridge makes no model calls.

mcp-context

A plugin that intercepts large MCP tool outputs, indexes them into a local FTS5 knowledge base, and replaces them with summaries, enabling searchable retrieval to save context window space.

meshy-mcp

Enables Claude to generate 3D models from text or images, apply textures, and export to GLB/FBX/USDZ using the Meshy AI API.

livetennisapi-mcp

Real-time tennis data for ATP, WTA, Challenger and ITF: live scores, player rankings, match-winner odds, and model win-probability. 12 read-only tools; a tier-gated endpoint returns a plain-English explanation of which plan it needs rather than a bare 403. Requires a paid API key.

pp-mcp

A read-only MCP server that provides filtered account and portfolio data from Portfolio Performance .portfolio files to generate reports.

mcp-resource-subscribe-test

Minimal MCP server for testing client support for resources/subscribe and notifications/resources/updated, simulating an asynchronous status update.

HullForge MCP Connector

An MCP server that enables Claude to drive a running Unreal Engine 5 editor, managing communication between the editor plugin and the LLM client through stdio transport with session discovery, idempotent operations, and honest failure reporting.

tmux-mcp-server

MCP server for tmux enabling AI assistants to manage tmux sessions, windows, panes, layouts, and execute commands securely through natural language. Supports multiple profiles including read-only and full tool sets.

Bazel MCP Server

一个 MCP 服务器，提供常见的 Bazel 操作，例如构建、测试和依赖分析。

Amazon SP-API MCP

A production-grade MCP server for the Amazon Selling Partner API that provides a complete registry of 353 operations across 49 API domains, enabling discovery, description, and invocation of SP-API operations with version awareness and safety controls.

DateTime MCP Server

A Model Context Protocol server that provides tools to get the current date and time in various formats, supporting different timezones and custom formatting options.

Yapy MCP Server

Enables AI agents to interact with the Yapy Network social feed platform by registering accounts, posting messages, and fetching global or personalized feeds. This server allows agents to participate as first-class citizens in a social environment directly through MCP-compatible clients.

stripe-analytics-mcp

Provides real-time Stripe subscription analytics including MRR, churn, failed payments, and expiring trials. Enables AI assistants to answer business health questions like 'How's my business doing?'

Firecent MCP Server

MCP server for Firecent, a personal finance app, enabling AI agents to read and manage financial data through REST API, including accounts, records, categories, and queries.

TAPD Data Fetcher

A Python MCP server that retrieves requirements and bug data from TAPD platform to provide AI clients with project management information.

MCP LocalStack Server

Provides conversational access to LocalStack AWS services (S3, DynamoDB, Lambda, SQS) through natural language, enabling local cloud infrastructure management without real AWS costs.

FactCheck MCP Toolkit

MCP server for automatic fact-checking of political claims by querying official statistical APIs (INSEE, Eurostat, World Bank, OECD) and providing tools for data retrieval, comparison, and cherry-picking detection.

Remote MCP Server on Cloudflare

A server implementation for the Model Context Protocol (MCP) that runs on Cloudflare Workers and supports OAuth login, allowing Claude AI to use custom tools through local or remote connections.

Weather MCP Server

A Model Context Protocol server that enables AI assistants to fetch current weather, forecasts, and search for locations using WeatherAPI service through stdio communication.

quantjobs

Enables conversational management of quant job search, tailored CV generation, and skill gap analysis through MCP tools. Allows Claude to search, ingest, score jobs, and build/iterate LaTeX CVs.

Iceberg MCP

Apache Iceberg 的 MCP 服务器

property-records

MCP server providing address-level US property records, including sales history, with natural language query capability via Pipeworx.