Discover Awesome MCP Servers

Sandbox Studio MCP Server

Connects AI assistants to the Sandbox Studio API to manage AWS sandbox accounts, leases, templates, events, and settings through natural language conversations.

pg-mcp

Enables read-only PostgreSQL database access with query, table listing, and schema inspection tools.

Local Memory MCP Server

Provides persistent local memory functionality for AI assistants, enabling them to store, retrieve, and search contextual information across conversations with SQLite-based full-text search. All data stays private on your machine while dramatically improving context retention and personalized assistance.

firmware-attestation-mcp

Hardware trust layer for sovereign AI that attests firmware trust state and gates AI inference on verified results.

igaming-odds-mcp

MCP server providing deterministic betting odds tools including conversions, margin, parlay pricing, settlement, and Kelly staking.

CodeQR Remote MCP Server

Remote MCP server for CodeQR that lets you create and manage short links and QR codes, retrieve analytics, and more via natural language in ChatGPT and other MCP clients.

@prmaat/mcp

Enables Claude and other MCP clients to interact with PrMaat identities, rooms, and audit proofs via tools like prmaat_me, prmaat_verify, prmaat_rooms_list, prmaat_room_read, prmaat_room_post, and prmaat_audit_proof.

DB Analyzer MCP Server

Enables AI assistants to analyze and query SQL Server databases, including schema discovery, health checks, and data retrieval.

manim-server

An MCP server that enables creating and rendering Manim animations by building scenes with code sections and generating MP4 videos.

Fluree MCP Server

A Node.js gateway that exposes FlureeDB functionality through MCP, enabling LLM clients to query, mutate, and manage Fluree ledgers interactively.

Heroku MCP Tool Search Server

Enables dynamic tool discovery and loading for Claude using BM25, regex, and semantic search algorithms. It supports managing a catalog of over 10,000 tools with minimal context overhead and provides a REST API for tool management.

UUIDv7 Generator

Generates UUIDv7 strings either individually or in batches, providing time-sortable universally unique identifiers through the Model Context Protocol.

mcp-document-converter

Converts documents between multiple formats (Markdown, HTML, DOCX, PDF, Text) enabling AI agents to easily transform documents.

Sophos Central MCP Server

MCP server for interacting with Sophos Central APIs, providing 255 tools for managing endpoints, alerts, policies, and more across partners, organizations, and single tenants.

mcp-sanctions-screening

Screens names against the US Consolidated Screening List including OFAC SDN and BIS Entity List, keyless.

CPAN-Package-Info

An MCP server for obtaining the README content, metadata and search function of CPAN packages.

prismix-status-mcp

Enables checking real-time operational status of 75+ AI services (OpenAI, Anthropic, Cursor, etc.) through tools like check_ai_status and list_ai_services.

pega-code-review

MCP server for exploring Pega branches and fetching full rule XML for LSA-style code reviews.

SemiProcess MCP Server

A specialized MCP server for semiconductor manufacturing that provides 8 tools for defect analysis, process recipe standardization, and equipment monitoring. It enables users to resolve process defects, validate process windows, and track real-time metrics and SPC status.

mcp-web-calc

An MCP server that enables web searching, URL content extraction, and summarization without requiring API keys. It also provides advanced mathematical evaluation and multi-language Wikipedia summary retrieval tools.

metacode-sci

Provides read-only, offline MCP tools to find papers' own code, method chains, and evidence boundaries from a curated knowledge bundle, without executing candidate code or contacting the network.

mcp-architect

Stop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.

SmoothSend MCP Server

Enables AI assistants to help developers integrate gasless transactions on the Aptos blockchain by providing access to documentation, code snippets, and transaction cost estimation. It facilitates interaction with the SmoothSend SDK and API through MCP-compatible tools like Cursor and Claude.

Keap MCP Server

Complete Model Context Protocol server for Keap (formerly Infusionsoft) with 111 tools and 22 React apps.

MCP-FinTechCo

Provides real-time weather data for cities worldwide using the Open-Meteo API, with planned expansion into financial technology tools including market data, stock prices, and economic indicators.

macOS Mail MCP

Discovers and reads mail accounts configured in Apple Mail via macOS automation, allowing MCP clients to access email without storing passwords.

Vibgrate AI Context

Local-first MCP server that gives AI assistants codebase intelligence—code graph, drift analysis, vulnerability attribution, and version-correct library docs—all from the user's machine.

loop-mcp

Enables reading, listing, creating, and editing Microsoft Loop pages as Markdown through browser automation.