120,891 servers from the official registry, GitHub and npm. Filter by category, transport and language.
Exposes notebook functions as a REST API for rapid prototyping and LLM integration.
Lets AI clients create, read and edit Excel workbooks with charts, PivotTables, formulas and conditional formatting without Microsoft Excel.
$claude mcp add excel-mcp-server -- uvx excel-mcp-server
Enables AI clients to create, edit, and manage Microsoft Access databases including forms, VBA modules, tables, queries, and relationships.
$claude mcp add mcp-access -- uvx mcp-msaccess-database
Lets an AI client pay x402-priced APIs with feeless, sub-second Nano (XNO) micropayments from a local self-custodied wallet.
$claude mcp add feeless402 -- uvx feeless402
Allows an AI assistant to write, push, and test MicroPython code directly on PicoCalc MicroPython hardware over USB.
$claude mcp add picocalc -- uvx picocalc-mcp
Lets an AI client read and edit Microsoft Word documents, including live editing of open files, tracked changes, and comments.
$claude mcp add word-mcp-live -- uvx word-mcp-live
Allows an AI client to search traces, inspect spans, map service dependencies, and analyze performance bottlenecks in Jaeger distributed tracing data.
$claude mcp add jaeger-mcp -- uvx jaeger-mcp
Allows AI assistants to administer, query, optimize, and secure Microsoft Fabric Data Warehouses and SQL Analytics Endpoints.
$claude mcp add fabric-dw-mcp-cli -- docker run -i --rm ghcr.io/sdebruyn/fabric-dw:2026.9.0
Enables AI agents to build, flash, monitor, and debug embedded firmware on real hardware using PlatformIO.
$claude mcp add platformio-mcp -- uvx platformio.mcp
Indexes microservice contract layers to help AI coding assistants discover cross-service API dependency chains.
$claude mcp add ariadne -- uvx ariadne-mcp
Provides architecture design expertise to AI coding agents by analyzing requirements, selecting patterns, and generating concrete system designs.
$claude mcp add architecture-pattern-mcp -- docker run -i --rm docker.io/olkowa/architecture-pattern-mcp:1.1.3
Compare text LLMs across multiple backends with automated grading, performance metrics, and cost estimation.
$claude mcp add evalforge-lite -- uvx evalforge-lite
Allows an AI client to read, write, analyze, and test VBA code and manipulate document structures within Microsoft Office files.
$claude mcp add xlide-mcp -- uvx xlide-mcpAllows an AI client to read, write, analyze, and test VBA, Power Query, and cell data within Microsoft Office files.
$claude mcp add xlide-mcp-a6f66a -- uvx xlide-mcp
Enables AI agents to program, run, and inspect STM32 targets over ST-LINK using STM32CubeCLT tools with verified hardware feedback.
$claude mcp add stlink-mcp -- uvx stlink-mcp
Exposes Microsoft Clarity's Data Export API to allow AI agents to analyze behavioral UX metrics like rage clicks, dead clicks, and JavaScript errors.
$claude mcp add microsoft-clarity-mcp -- uvx microsoft-clarity-mcp
Provides a production-oriented OAuth 2.1 and OIDC resource-server reference for securing MCP tools with Microsoft Entra ID or generic OIDC.
$claude mcp add mcp-server-auth-template -- docker run -i --rm ghcr.io/brunovicco/mcp-server-auth-template:v0.7.0
Provides an API-aware search and execution layer for Microsoft Graph to prevent AI hallucinations of endpoint paths.
Provides a secure, pay-per-use Python sandbox for executing code, optimizing data, and rendering plots via Azure Container Apps.
$claude mcp add agentic-compute-mcp -- uvx agentic-compute-mcp-codelad1304
Automates RF and microwave design by orchestrating EM/EDA engines and deterministic physics kernels through AI agents.