The MCP Trust Index.

MCPServerTest

It is a test MCP server.

KORONEzyy/MCPServerTest

Agentic Workbench

An MCP-based tool orchestrator that exposes a single execute_task tool to Claude while internally managing 100+ tools through hierarchical navigation with a cheaper LLM, preventing context overflow from loading all tool definitions.

0ui-labs/agentic-workbench

Cloudways MCP Server

Enables AI assistants to manage Cloudways infrastructure, including servers, applications, monitoring, and security via the Cloudways API.

ayaz/cw-mcp-fork

Amazon Product Search MCP

Enables AI-powered Amazon product searches and recommendations by integrating the Amazon API with Hugging Face models. It allows users to filter products by price and specific features to receive tailored shopping suggestions.

sharavanask/ShopAssist-MCP

AutoCAD MCP Pro

Production-grade AutoCAD automation server enabling real-time CAD control via COM and headless DXF operations through 87 tools, including drawing creation, entity modification, layer management, and batch processing, designed for AI agent integration via the Model Context Protocol.

U-C4N/Autocad-MCP

brightdata-mcp-adk-hackathon

BrightData MCP × Google ADK Platform - Web Scraping & Data Extraction Platform powered by BrightData's Model Context Protocol (MCP) and Google's Agent Development Kit (ADK).

arjunprabhulal/brightdata-mcp-adk-hackathon

mcp-rfc-editor

An MCP server for creating, loading, and editing RFC TXT documents using the rfc-editor Python library. It provides a suite of tools to manage document components including sections, abstracts, titles, and author metadata.

daedalus/mcp-rfc-editor

Expense Tracker MCP

A Model Context Protocol server designed for tracking and managing personal or business expenses. It enables users to log financial transactions and organize expenditure data through integrated tools.

naveen6768/MCP

build_club_mcp

MCP server with example tools for arithmetic and greeting, designed for deployment on Amazon Bedrock AgentCore Runtime with OAuth authentication.

mkingopng/build_club_mcp

PDF MCP Server

Enables AI-powered PDF manipulation through natural language commands, integrating with Claude to perform operations like merging, splitting, encrypting, optimizing, and analyzing PDFs.

Sohaib-2/pdf-mcp-server

music-mcp-server

A music MCP server that enables searching and playing songs with controls like play, pause, stop, and resume.

JXiuFen/music-mcp-server

Simple MCP Server

A Python-based MCP server demonstrating tools for math calculations, time retrieval, and echo messages, along with resources and prompt templates.

dannyhertz/mcp-server

MCP SQL Server

An MCP server that connects LLMs to SQL databases for development assistance, enabling query execution, schema exploration, and data manipulation while providing safety controls against destructive operations.

miguel1603/MCP-SQL

PICO-8 MCP Server

An MCP server for analyzing, manipulating, and documenting PICO-8 game carts using the shrinko8 toolkit. It enables users to count tokens, minify code, validate carts, and access API documentation through natural language commands.

EBonura/pico8-mcp-server

Excel MCP Server

Enables AI-powered employee data management in Excel files, automatically classifying employees by department, designation, and salary band based on experience and role, with automatic data validation and backup capabilities.

Dhruvimahale08/Excel_mcp

Weather Forecast MCP Server

Provides weather forecast data for any location using the Open-Meteo API, returning temperature, precipitation, cloud cover, humidity, and wind speed for specified date ranges.

LebedAlIv2601/McpSystem

Domino MCP Server

Enables AI coding tools to build models, run jobs, track experiments, and perform data analysis on the Domino Data Lab platform.

dominodatalab/domino_mcp_server

mcp-server-freesearch

A free search MCP server powered by SearXNG, offering various search types without requiring an API key.

wzj177/mcp-server-freesearch

EduChain MCP Server

Integrates the EduChain library to generate educational content including multiple-choice questions, lesson plans, and flashcards for subjects like Python programming and Algebra using Grok's free-tier LLM.

AyaanShaheer/EduChain-MCP-Server

ElasticMind-MCP

An MCP server that indexes PDF documentation and text into Elasticsearch for semantic search and retrieval. It enables users to query knowledge bases, ingest new files, and dynamically update content through MCP-compatible clients like Claude Desktop and Cursor.

ViratGarg2/ElasticMind-MCP

mcp-a11y-service

Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpages. Generates detailed markdown reports with severity-grouped violations, specific criterion references, and concrete fix recommendations.

alan-ho/mcp-a11y-service

oletools-mcp-server

Enables secure static analysis of Microsoft Office documents and related file types for malicious content, integrating with systems that support the MCP protocol.

pradeep895/oletools-mcp-server

Ollama MCP Server with

Use fast-agent to use MCP tools with local LLM, API or Claude Desktop. WIP

angrysky56/ollama-mcp-server

MCP Demo - Document Search Server

A production-style MCP server that lets Claude Desktop search your local documents using TF-IDF keyword search. No heavy frameworks, just plain Python and the official MCP SDK.

simplifyaimm/mcp-demo

MCP Server for Oracle Database

Enables AI applications to run SQL queries and retrieve results from Oracle Database.

kutsushitaneko/mcp-server-for-oracle-database

google-workspace-mcp

mcp server for google workspace

orvice/google-workspace-mcp

Tenant Leasing Analytics

Enables analysis of prospective tenant inquiries and market rent comparisons through database queries, guest card analytics, and automated generation of leasing emails and visual market reports with charts.

kkamalvanshi/tenant-leasing-mcp

WorldBank GDP & Employment MCP Server

An MCP server that interfaces with the WorldBank API to retrieve economic and labor market data such as GDP and employment indicators. It allows LLMs to query global development statistics including unemployment rates, labor force participation, and sectoral employment data.

Moderator11/mcpserver-gdp

mcp-sentry

A Model Context Protocol server that enables retrieving and analyzing Sentry issues, including stacktraces and debugging information.

fastmcp-me/mcp-sentry

mcp-giga-checker

Checks text for AI generation using GigaChat API, enabling integration into AI assistants.

trashchenkov/mcp_giga_checker

Bitable MCP Server

This MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools.

lloydzhou/bitable-mcp

TimeTagger MCP Server

A MCP server for the timetagger tool, allowing you to start, stop timers and get reports directly from your MCP Client

regismesquita/timetagger-mcp

Enterprise AI Bridge (MCP)

An MCP server bridging AI agents with enterprise productivity suites, enabling Jira automation, Microsoft Graph integration, and web research via Tavily.

OlegVasilievCS/MCP-Server

Sequential Memory MCP Server

An MCP server that combines sequential thinking with persistent memory through a knowledge graph, enabling AI assistants to explore decision trees by recording thinking traces, branching at low-confidence points, and backtracking to explore alternative paths.

stephenpjones/seq-mem

MCP Server

A secure Model Context Protocol server providing HTTP endpoints for AI agent tool execution, including file system operations, shell commands, and LLM-based code generation.

sdirishguy/mcp_server_project

GovNavigator

An MCP server that enables users to search and navigate Madison, Wisconsin municipal ordinances using a TF-IDF search index. It provides specific code sections and citations to answer questions about local regulations like building permits and zoning.

krishangMittal/GovNavigator

cad-mcp

MCP server that exposes CAD geometry reasoning over STEP files to LLMs, allowing natural language queries about parts, assemblies, dimensions, holes, and mass properties.

hiromitsdm/cad-mcp0

Alfresco MCP Chat

Turns hundreds of Alfresco MCP REST endpoints into a small set of tools for a local LLM, enabling natural language interaction with Alfresco while keeping everything local and secure.

aborroy/hyland-mcp-gen

lyxamour-mcp

A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5), web management interface, and flexible tool grouping system. Supports multiple transport protocols (stdio, SSE, HTTP Stream) with zero external dependencies.

lyxamour/mcp

mcp-server-demo

Example MCP server built with FastMCP, demonstrating tools, resources, and prompts for AI integration.

alejandro-ao/mcp-server-demo

AgentDebate MCP Server

Enables AI agents to discover, join, and participate in AgentDebate debates via MCP tools, replacing manual REST orchestration.

Loreian23/agentdebate-mcp

social-mcp

Lets you control Meta apps (Facebook, Instagram, Threads) using your Chrome login session without API tokens, enabling actions like posting, messaging, and reading inbox locally.

whypuss/ai-cdp-browser

Bay Wheels MCP Server

Provides access to Bay Wheels realtime bikeshare data, enabling users to find nearest available bikes (standard or ebike) and docking stations with available spaces in the San Francisco Bay Area.

colinterface/bay-wheels-mcp

Pubtator MCP Server

Provides an async Python server for interacting with the PubTator3 API, exposing multiple biomedical text-mining tools compatible with the MCP agent protocol.

QIngyuanfl/mcp-server-pubtator3

Qwen Video Understanding MCP Server

Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal, supporting hours-long videos with timestamp grounding, text extraction, video summarization, and Q\&A with 256K context window.

adamanz/qwen-video-mcp-server

Clixon MCP Server

Enables AI agents to fetch and query network device configurations from Clixon-based or other RESTCONF-capable devices. It provides tools to extract specific configuration sections, such as interfaces and routing, through the Model Context Protocol.

clicon/clixon-mcp

Linear MCP

Linear API MCP server for LLM integration

jtrim/linear-mcp

MCP Chat

A command-line interface application that enables interactive chat with AI models via the Anthropic API, supporting document retrieval and command-based prompts through the MCP architecture.

SandeepPamujula/mcp

mcp-servers

🚀 The Model Context Protocol servers on my machine

goofansu/mcp-servers

Google Cloud MCP Server

Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manage node pools, and retrieve server configurations. It includes automated scripts for deploying and testing sample applications across multiple GKE Autopilot clusters.

nsachin08/gcpmcp