Discover Awesome MCP Servers

Swarm MCP

MCP server for Ethereum Swarm decentralized storage. Provides 12 tools for uploading and downloading data and files, managing postage stamp batches, and working with Swarm feeds — all via the Bee API. Works with the public Swarm gateway or a local Bee node.

AI-Driven Remediation Testing

Orchestrates end-to-end testing of AI-powered incident remediation workflows through declarative YAML scenarios, fault injection, AI response evaluation, and automated command execution with comprehensive reporting.

Tailnet MCP Server

Query devices, check connectivity, and get network status from your Tailscale tailnet directly via an AI assistant.

AWS Athena MCP Server

Enables AI assistants to execute SQL queries against AWS Athena databases, check query status, retrieve results, and manage saved queries with support for both local and remote deployment via Lambda.

elephantasm-mcp

MCP server for long-term agent memory, providing persistent memory, searchable knowledge, and evolving identity for AI agents.

PayBridgeNP MCP Server

Enables AI assistants to interact with PayBridgeNP payment gateway accounts through natural language. Provides read-only access to payments, refunds, analytics, and account data, with write capabilities planned for future versions.

ui-test-generation-mcp

Provides comprehensive UI test automation capabilities including intelligent test creation, test healing, and manual test conversion through browser automation using Playwright.

lawruler-mcp

MCP server for LawRuler Legal CRM. Provides 15 tools for lead/intake creation, retrieval, and management.

MCP-Mem0

A Model Context Protocol server that provides AI agents with persistent memory capabilities through Mem0, allowing them to store, retrieve, and semantically search memories.

FRED API MCP Server

Integrates the FRED (Federal Reserve Economic Data) API with MCP, enabling AI assistants to retrieve economic time series data such as GDP, inflation, and interest rates.

ADB MCP Server

A TypeScript-based bridge between AI models and Android device functionality, enabling interaction with Android devices through ADB commands for tasks like app installation, file transfer, UI analysis, and shell command execution.

SNOMED GraphRAG MCP Server

GraphRAG MCP server for querying SNOM CT medical terminology via Neo4j, offering graph_search_concept and graph_get_related tools to search and traverse concepts and relationships.

Edition Intelligence Platform

Japan Operations OS for AI agents — 14 knowledge domains covering regulations, protocols, calendar, travel, food culture, language, disaster safety, daily life, and persistent memory. 31 MCP tools via REST + Streamable HTTP.

gts-repo-guardian

MCP server for automated GitHub repository quality management, enabling review, README generation, cleanup, and monitoring.

GitHub MCP Bridge

A Model Context Protocol server that enables AI agents to securely access and interact with GitHub Enterprise data, providing access to enterprise users, organizations, emails, and license information.

Web Request MCP Server

A TypeScript-based MCP server that enables AI assistants to execute HTTP requests with full control over methods, headers, and body content. It facilitates seamless interaction with web APIs and endpoints through a versatile tool that handles automatic JSON formatting and response truncation.

OpenAPI Client Generator MCP

Um servidor MCP baseado em TypeScript que gera clientes de API a partir de especificações OpenAPI, permitindo a geração automatizada de código através de linguagem natural.

wso2-bi-salesforce-mcp-server

Enables AI assistants to set up, run, and manage Ballerina + Salesforce integrations inside a WSO2 Integrator workspace, providing 18 tools for OAuth2 token acquisition, project scaffolding, building, deploying, and stopping the integration service.

阿里云 OpenAPI MCP Server

远程MCP服务，通过Model Context Protocol为AI应用提供阿里云数万个OpenAPI的无缝集成，支持Terraform、多账号、自定义OAuth等能力。

MCP Perplexity Pro

A comprehensive MCP server that provides intelligent access to Perplexity AI's search and reasoning models with automatic model selection, conversation management, and project-aware storage. Supports real-time search, deep research, chat sessions, and async operations for complex queries.

Liturgical Calendar MCP Server

Provides access to Roman Catholic Liturgical Calendar data, enabling retrieval of liturgical calendars for any year, nation, or diocese via MCP tools.

NASA SciX MCP Server

Enables LLMs to search astronomical literature, retrieve paper metadata, analyze citation metrics, and export bibliographic data via the NASA Astrophysics Data System (SciX) API.

AL-Go MCP Server

Enables intelligent access to AL-Go documentation, workflows, and domain expertise for Business Central development automation through specialized personas and cross-source semantic search.

Kimi Memory MCP

为Kimi Code CLI提供持久化记忆系统，支持文件学习、智能检索和混合存储，让大模型拥有长效记忆能力。

NebulaGraph MCP Server

A Model Context Protocol server implementation that enables LLMs to interact with NebulaGraph database for graph exploration, supporting schema understanding, queries, and graph algorithms.

Philippine Law MCP Server

Enables users to search, retrieve, and validate over 11,000 Philippine statutes and nearly 100,000 provisions through AI-powered legal research tools. It supports full-text search across Republic Acts, the Constitution, and various codes while providing cross-referencing and international law alignment capabilities.

Any2Markdown MCP Server

Converts PDF, Word, and Excel documents to Markdown with image extraction and header/footer removal via MCP or REST API.

Alexandria MCP

Provides access to 61 public digital libraries through a single unified interface, enabling users to search and retrieve information from academic papers, books, legal records, and more using natural language.

Safe Terminal MCP Server

A secure, controlled terminal MCP server that enables executing whitelisted shell commands safely with multiple security layers.