Discover Awesome MCP Servers

Stoa

Persistent shared memory for AI coding agents that turns a folder of markdown files into searchable memory across sessions, repos, and machines.

hackmyip-mcp

Provides a no-key IP intelligence API for MCP clients, enabling IP geolocation, VPN/datacenter detection, DNS, WHOIS, blacklist checks, security headers, port scanning, and more.

openai-agents-chat-demo

OpenAI 代理聊天演示。集成自定义 LLM 和 MCP 服务器以及函数工具。 (Or, more literally: OpenAI 代理聊天演示。整合自定义 LLM 和 MCP 服务器以及函数工具。)

mem0-mcp-toggle

A local Mem0 MCP server for macOS with a menu bar toggle, storing memories locally in Chroma and using any OpenAI-compatible LLM for fact extraction.

A2A Identity Toll MCP

Paid remote MCP gate for caller identity, agent scope, task intent, data class, policy verdicts, and audit receipts.

mcp-jp

Japanese SMB SaaS connectors for MCP. Includes an L-Step (LINE marketing automation) server exposing 19 tools for friends, tags, and messaging.

Capture Win MCP

Enables AI assistants to interact with macOS windows through yabai, providing window listing organized by Spaces and screenshot capture capabilities.

featherless

Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, including search, read, and clinical context aggregation, with built-in Chart.js dashboards for visualizing lab trends, vitals, and patient data.

PlanFlow

MCP server for creating, validating, and reviewing implementation plans in GitHub Copilot Chat, with visual review interface and MongoDB persistence.

agent-tasks

Enables pipeline-driven task management for AI coding agents, with stage-gated workflows, dependency tracking, artifact versioning, and multi-agent collaboration.

code-copy-mcp

MCP server for copying and pasting code between files with security controls and validation.

stickyrice-mcp

MCP server for Sticky Rice - interact with your notes from Claude.

mcp-sarb-za

Enables access to South African Reserve Bank data via natural language queries, part of the Pipeworx MCP gateway.

codelens-mcp

A deterministic structural code map server for AI agents, giving them the shape of a codebase (imports, exports, classes, functions, signatures, comments, TODO-markers) without reading whole files into context. Powered by tree-sitter WASM grammars, it runs anywhere Node 18+ works.

Goodreads MCP Server

A CLI tool that integrates with Claude Desktop to allow users to retrieve their Goodreads library data through MCP.

Elasticsearch MCP Server

An MCP server that enables AI assistants to directly interact with Elasticsearch for searching, aggregating, and retrieving documents from indices, supporting full-text search, semantic search, and various query modes.

context-mem

Your AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, With llm 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.

lo-eyes

Visual frontend accessibility inspector MCP server. WCAG contrast checking, touch target validation, heading hierarchy audits, responsive screenshots, and S+ grading across mobile and desktop viewports.

astroway-mcp

Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation API — natal charts, synastry, transits, Vedic dashas, Tarot, Numerology, Human Design. Sub-arcsecond Swiss Ephemeris precision, 10 000 free credits per month.

wordly

An MCP App that provides an interactive UI for visualizing multiple rewritten variations of text, enabling grammar checking, style adjustments, and text improvements with real-time comparison.

run402-mcp

Enables users to provision, manage, and query AI-native Postgres databases directly from MCP-compatible clients using x402 micropayments. It supports executing SQL, performing REST API interactions via PostgREST, and managing database leases and file storage.

Android MCP Server

Enables AI agents to directly control Android devices via Termux, providing 120+ tools for screen manipulation, file management, app control, and system operations with layered loading and security gating.

TRAECNclaw MCP

Control TraeCN desktop automation through explicit, profile-scoped MCP tools. Supports task delegation, model control, dialog handling, code review, and unattended workflows.

Cloudflare Remote PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases through MCP tools, with GitHub OAuth authentication and role-based access control.

Study Database MCP

An MCP server that provides deterministic math computation (numeric, symbolic, unit, matrix) and hybrid retrieval over study notes/textbooks with citations, helping Claude become a reliable study partner.

Tribunal TRF1: Processo

MCP server to query legal process information from Brazil's Tribunal Regional Federal da 1ª Região (TRF1), providing a read-only consultation tool using official sources.

mcp-coinpaprika

Enables access to Coinpaprika cryptocurrency data, including coin listings, prices, historical OHLC, market overview, and search through MCP tools.

MCP Interactive Service

An interface enabling high-frequency communication between AI tools (like Cursor and Windsurf) and users, allowing for option selection and information gathering through CLI, Web, or PyQt interfaces.

Cloud Music MCP Server

Enables AI agents to control NetEase Cloud Music playback, login, search, and get personalized recommendations through official APIs.

shop-sql-mcp

Provides AI agents read-only analytical access to a SQLite database over stdio, with tools for listing tables, describing schemas, and running paginated SQL queries.