The MCP Trust Index.

SimpleServerSetup

by dionbenfernandes-dev

A dual-mode Python calculator server supporting both Server-Sent Events (SSE) for web clients and Standard Input/Output (STDIO) for terminal interaction.

DionBenFernandes-Dev/SimpleServerSetup

mcp_log_analyzer

by knownsec

Enables AI models to analyze log files from the Chuangyu Shield cloud defense platform, including retrieving file info, reading log lines, searching logs, and analyzing attack types and IP statistics.

knownsec/mcp_log_analyzer

Bible MCP Server

by trevato

Exposes Bible content from bible-api.com for LLMs, enabling retrieval of verses, chapters, random verses, and Bible study prompts with support for multiple translations.

Trevato/bible-mcp

mcp-sqlite-manager

by jonnyhoff

Enables SQLite database interactions including querying, updating, and schema management through structured tools.

jonnyhoff/mcp-sqlite-manager

AlphaVantage MCP Server

by dsaad68

Enables AI agents to access financial data and perform analysis by exposing AlphaVantage API endpoints as MCP tools, including company overview, income statement, balance sheet, cash flow, and earnings reports.

dsaad68/remote-mcp-azure-function

Multiple MCP Servers Framework

by ahmad-act

Provides a framework for running multiple MCP servers using FastAPI, stdio, and streamable-http transports, with an echo tool for testing and integration with MCP Inspector.

ahmad-act/Multiple-MCP-Servers-Using-FastAPI-and-Testing-with-Inspector

mcp-dbutils

by donghao1393

数读 是一件可以让你的大模型安全连接到数据库的MCP工具。| DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (sqlite, mysql, postgres, and more) within a unified configuration of multiple connections in a secured way (like SSL and controlled write access).

donghao1393/mcp-dbutils

gmail-mcp-server

by ivanlhz

A Model Context Protocol server that exposes the Gmail API for integration with LLMs, enabling email management tasks such as reading, labeling, and searching emails.

ivanlhz/gmail-mcp-server

MCP Custom Tools Server

by sergifuster

A comprehensive MCP server with 30+ custom tools organized into categories: date/time operations, file management, system information, text processing, and web operations. Enables async communication with robust error handling and flexible CLI integration.

SergiFuster/mcp-custom-tools

OpenAI Image MCP Server

by aigentive

Enables conversational image generation, editing, and refinement through OpenAI models with session memory for iterative creative workflows.

aigentive/openai-image-mcp

🏓 MCP Ping-Pong Server with FastAPI

by kimtth

🏓 An experimental and educational app for Ping-pong server demonstrating MCP (Model Context Protocol) calls via FastAPI

kimtth/mcp-fastapi-ping-pong

ChatDB

by svtter

A small mcp service to record things in sqlite. A simple GPT memory layer. ;)

Svtter/chatdb

Things MCP Server

by excelsier

Enables Claude to interact with task management data in the Things app, including creating tasks, managing projects, searching, and organizing priorities.

excelsier/things-mcp

Web Search MCP Server

by matemiro

Provides web search capabilities using the Tavily API, enabling AI models to search the internet and retrieve up-to-date information.

matemiro/MCP-Tavily-Web-Search-Server

WebSearch MCP Server

by howe829

MCP server for agent web search

Howe829/websearch-mcp-server

QuickBooks MCP Server

by nikhilgy

A secure, local-first MCP server that enables users to query QuickBooks data such as accounts, bills, and customers using natural language within Claude Desktop. It provides a direct interface to the QuickBooks API for streamlined financial data retrieval and management.

nikhilgy/quickbooks-mcp-server

Notion MCP Client

by phoenine

A simple MCP server that integrates with Notion's API to manage my personal habit track.

phoenine/Notion-MCP

Snowflake Developer MCP Server

by mcp-tg

Enables AI assistants to perform comprehensive Snowflake database operations including DDL, DML, and warehouse management. It allows users to query data, manage database objects, and configure permissions using natural language commands.

mcp-tg/snowflake-developer-kit

Oura MCP Server

by tomekkorbak

MCP server for Oura API integration

tomekkorbak/oura-mcp-server

Simple MCP Feature Sample

by edom18

This repository demonstrates how to set up and implement basic MCP server that integrates with Claude Desktop.

edom18/simple-mcp-sample

mcp-server-nmap

by douyipu

A MCP server for Nmap.

douyipu/mcp-server-nmap

Code Analysis MCP Server

by zeocax

A modular MCP server that provides tools for file operations, regex-based code searching, and structural analysis of functions and classes across multiple programming languages. It also includes AI-powered features for intelligently updating files according to architectural changes.

zeocax/code-mcp

Wikipedia MCP Server

by progamesigner

Enables LLMs to search for keywords and fetch full page content from Wikipedia across various languages. It provides direct access to Wikipedia information through search and fetch tools.

progamesigner/wikipedia-mcp

mcp-kql-server

by ksagala

MCP server for executing Kusto Query Language (KQL) queries against Azure Data Explorer clusters, integrating with Claude Desktop and VS Code via Azure CLI authentication.

ksagala/mcp-kql-server

Ultra-MCP-Servers

by motebus

Ultra MCP servers that we have made and tested

motebus/Ultra-MCP-Servers

EndNote Library Reader

by doggy-saint

Enables programmatic access to EndNote .enl libraries, allowing users to list, search, and extract full text from bibliographic references and their attached PDFs through MCP tools.

DOGGY-SAINT/ENL-Reader-MCP

VAST DB MCP Server

by elementalcollision

Enables AI agents to securely query VAST Data databases for schema, metadata, and sample data via read-only SQL and MCP resources.

elementalcollision/vast-db-mcp

Gen AI Lyrics Search Agent

by tehmenghai

A generative AI agent that searches song lyrics across the web and returns results formatted for mobile apps, built with MCP.

tehmenghai/mcp-server

MCP APP

by sdkim96

MCP Server Application with RAG

sdkim96/mcp-app

Fess MCP Server

by g-fukurowl

MCP server for interfacing with Fess search engine.

g-fukurowl/fess-mcp-server

Databricks Permissions MCP Server

by justtryai

MCP server for managing Databricks permissions and credentials

JustTryAI/databricks-permissions-mcp-server

MNS MCP Server

by houlong66

mns-mcp-server

Houlong66/mns-mcp-server

🧳 MCP Travel Desk — A Minimal MCP Client & Server Demo

by chaitanyak77

This project demonstrates how to build a minimal MCP server using the `mcp` Python SDK and connect it to Claude Desktop as a client. It simulates a simple Travel Desk system with tools to submit, view, and track employee travel requests — all accessible directly from Claude's interface.

ChaitanyaK77/MCP-Client-and-Server-Demo

mcp-server-sros

by mohamedhafez87

Provides tools to view operational state and change configuration of Nokia SR OS devices using pySROS SDK and FastMCP.

mohamedhafez87/mcp-server-sros

Cursor Feedback MCP

by phidn

Enables interactive feedback with image support in Cursor, allowing users to paste images for visual context and feedback.

phidn/cursor-feedback

MCP Code Analyzer

by emiryasar

A Model Context Protocol (MCP) server implementation for comprehensive code analysis. This tool integrates with Claude Desktop to provide code analysis capabilities through natural language interactions.

emiryasar/mcp_code_analyzer

mcp-scraper-engine

by un4ckn0wl3z

Basic MCP Server for Web Scraping

un4ckn0wl3z/mcp-scraper-engine

NOAA Tides MCP Server

by seanofahey

An MCP Server for NOAA Tide data

seanofahey/mcp-noaa-tides

YouTube Translate

by brianshin22

Enables access to YouTube video transcripts, translations, summaries, and subtitle generation through a simple API interface for research, content analysis, and multilingual video accessibility workflows.

brianshin22/youtube-translate-mcp

Gmail MCP Server

by heuristech

Enables sending emails through Gmail using Google's Gmail API. Requires OAuth authentication setup through Google Cloud Console.

HeurisTech/gmail-mcp-server

PowerBI MCP Server

by pkduongsu

An MCP server for interacting with Microsoft PowerBI REST API, providing tools for data cleaning, transformation, analysis, and visualization within PowerBI.

pkduongsu/powerbi-mcp-server

Qdrant Neo4j Crawl4AI MCP Server

by bjornmelin

Enables autonomous orchestration of vector search, knowledge graph queries, and web crawling through a single MCP interface, providing agentic RAG capabilities for AI assistants.

BjornMelin/qdrant-neo4j-crawl4ai-mcp

FHIR MCP Server

by jcafazzo

A comprehensive MCP server that bridges AI applications with FHIR healthcare data systems, enabling patient data access, clinical data retrieval, and data quality assessment.

jcafazzo/fhir-mcp

Up Bank MCP Server

by stuliston

MCP (Model Context Protocol) server implementation for Up Bank's API

stuliston/up-bank-mcp

MCP Server SPARQL

by ekzhu

An MCP server for querying SPARQL endpoint.

ekzhu/mcp-server-sparql

MCP Host Client Server SSE

by hanshan006

手搓MCP样例，使用SSE模式，访问本地数据。从Hosts到server全部代码演示。

HanShan006/MCP_Host_Client_Server_SSE

AAP MCP Server

by anshulbehl

Enables comprehensive management of Ansible Automation Platform Controller and Gateway through 17 specialized tools covering job execution, inventory management, workflows, credentials, user administration, and system monitoring.

anshulbehl/aap-mcp-pilot