The MCP Trust Index.

Salesforce MCP Server

Enables AI assistants to interact with Salesforce CRM by executing SOQL queries and performing CRUD operations on records such as Leads. It supports secure OAuth 2.0 authentication and provides management for both standard and custom Salesforce fields.

tweiss777/salesforce-mcp

APS MCP Server

Simple prototype MCP server integrating Autodesk APIs

kpphillips/aps-mcp

Hootsuite

Integrates with Hootsuite for social media management.

asklokesh/hootsuite-mcp-server

Image Generation MCP Server

Provides multi-provider image generation with automatic fallback across services like Pollinations.ai, Cloudflare, and Hugging Face. It features specialized pixel art generation, cost tracking, and automatic saving of generated visual assets to disk.

marc-shade/image-gen-mcp

GitLab MCP Server

A comprehensive integration providing over 46 tools for managing GitLab projects, issues, merge requests, and CI/CD workflows through natural language. It supports repository operations like local cloning and batch actions across groups via stdio, SSE, or HTTP transports.

skmprb/gitlab-clone-mcp-server

LMS MCP Server

Automates interactions with the PAF-IAST University LMS to provide AI assistants with access to academic data like attendance, marks, and schedules. It features smart authentication with CAPTCHA solving and secure session management for seamless integration with tools like Claude and Cursor.

QaziAbsaar/LMS_MCP

Calculator MCP Server

A mathematical utility server implementing the Model Context Protocol to provide tools for basic and advanced calculations. It enables users to perform operations such as addition, subtraction, powers, square roots, and percentages through natural language.

anshika1109/calculator-mcp-server

Test MCP Mar19 TRAIA MCP Server

Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API through standardized tools and the Model Context Protocol. It provides seamless API access for automated workflows with support for Docker deployment and asynchronous operations.

Traia-IO/test-mcp-mar19-traia-mcp-server

Wireshark MCP Server

A containerized server that enables AI clients to perform automated network packet analysis, protocol inspection, and traffic forensics using Wireshark/tshark. It features a stateless design that synchronizes PCAP files directly from GitHub for secure and ephemeral analysis sessions.

Presidio-Federal/wireshark-mcp-container

PubMed MCP Server

Enables searching PubMed's biomedical literature database and retrieving article metadata, abstracts, and full content through the E-utilities API. Supports advanced queries, batch operations, and multiple output formats with automatic rate limiting.

aeghnnsw/pubmed-mcp

MCP-TY

An MCP server leveraging the Rust-based ty type checker to provide AI models with high-performance, semantic Python code analysis and structural navigation. It enables precise symbol searching, cross-file renaming, and diagnostic reporting to improve code understanding and editing accuracy.

qinsehm1128/mcp-ty

local-rag-mcp-server

A fully offline local RAG server that utilizes ChromaDB and Ollama to index and query PDF, text, and Markdown documents. It allows users to manage local knowledge bases and perform semantic searches with AI-generated responses.

n-irei/local-rag-mcp-server

Medusa Mcp

MCP server for Medusa JS SDK

SGFGOV/medusa-mcp

Azure Security MCP Agent

An AI-powered security agent that utilizes MCP tools and Groq LLMs to analyze Azure infrastructure, audit security groups, and identify storage misconfigurations. It enables users to perform natural language security assessments and ensure compliance with CIS Azure best practices.

chouaieb161/security-mcp-agent

inhouse_confluence_mcp

An MCP server implementation for interacting with self-hosted Confluence Data Center or Server instances via search, content retrieval, and optional write operations. It features space auto-discovery, audit logging, and granular access control for secure enterprise collaboration.

Janus-06/inhouse_confluence_mcp

Mcp_tool_override_tester

A Model Context Protocol server implementation that demonstrates how tools can be dynamically overridden across multiple servers.

kibitzing/mcp_tool_override_tester

Rag chatbot with a localhost MCP server

Building an Rag-based HR chatbot for providing rules in workplace with MCP server

ImVirtue/RagChatbot_MCPServer

Implore MCP

Enables AI assistants to request human input through interactive GUI dialogs with quiz-style questions, supporting multiple choice and free-form responses for clarification, decisions, and knowledge extraction.

kerodkibatu/implore-mcp

Personal Semantic Search MCP

Enables semantic search over local notes and documents using natural language queries. Supports multiple file types (Markdown, Python, HTML, JSON, CSV, text) with fast local embeddings and persistent ChromaDB vector storage.

Ethan2298/personal-semantic-search-mcp

Zerodha Kite Connect MCP Server

This is a Cloudflare Worker that serves as an MCP (Model Context Protocol) server for interacting with the Zerodha Kite Connect API.

manucr619/zerodha-mcpserver

PyWA MCP Server

Provides comprehensive WhatsApp Business API functionality with 18 tools for sending messages, media, interactive buttons/lists, templates, reactions, and managing message status through the PyWA library.

Jem-HR/pywa-mcp-server

mcp-server-kagent

for IT Hackathon

shrisaxe/mcp-server-kagent

dsharipova/mcp-hw

Create personalized greetings by name in the tone you choose. Get quick suggestions for friendly i…

dsharipova/mcp-hw

Bio-MCP FastQC Server

Enables AI assistants to perform quality control analysis on high-throughput sequencing data using FastQC and MultiQC. It supports single-file and batch processing of FASTQ/FASTA files and generates comprehensive, interactive summary reports.

bio-mcp/bio-mcp-fastqc

OpenSimulator MCP Server

Enables control of OpenSimulator virtual world servers through console commands, supporting region management, user administration, terrain editing, object manipulation, and HyperGrid operations via the REST console API.

sanchorelaxo/opensim-mcp

EMC Regulations MCP Server

Provides instant access to EMC emission limits, frequency allocations, restricted bands, and compliance requirements including FCC Part 15, CISPR standards, LTE/5G cellular bands, and ISM equipment regulations for engineering compliance queries.

RFingAdam/mcp-emc-regulations

UiPath

Integrates with UiPath's robotic process automation platform for enterprise RPA operations.

asklokesh/uipath-mcp-server

Google Calendar MCP Server

Enables natural language interaction with Google Calendar via the Model Context Protocol, allowing LLMs like Claude to read and manage calendar events through the Google Calendar v3 API.

sohamkapileshwar2/google-calendar-mcp-server

Time MCP Server

Provides current time information and timezone conversion capabilities using IANA timezone names and automatic system detection. It enables LLMs to fetch current times across different regions and convert specific times between timezones.

CarterPape/pape-mcp-server-time

Claude Desktop Config Manager

A lightweight, command-line tool for managing Claude Desktop MCP (Model Context Protocol) configurations. This tool makes it easy to toggle MCP servers on and off, create preset configurations, and manage backups.

eversonl/claude-config-manager

Des MCP Server Testing MCP Server

A standardized MCP server designed for testing integration with the Des MCP Server Testing API. It allows AI agents to interact with testing endpoints using tools implemented via the Model Context Protocol.

Traia-IO/des-mcp-server-testing-mcp-server

IMAP MCP Server

Enables comprehensive interaction with IMAP email accounts through 38 tools for reading, searching, and organizing messages. It supports advanced features like real-time mailbox monitoring via IDLE watch and automated email archiving.

Soundhannes/IMAP-MCP

Groceries MCP Server

Enables searching for groceries and automatically adding items to cart through various grocery vendor APIs like Rami Levy and Keshet.

o-b-one/groceries-mcp

YouTube Transcript MCP Server

Enables AI assistants to fetch and analyze transcripts from YouTube videos using video IDs or URLs, with support for multiple language preferences.

arrrggghhh/youtube-transcript-mcp

Weapon Recoil Generator (WRG)

Enables FPS game developers to generate and visualize weapon recoil patterns for machine guns, pistols, and shotguns via API calls. It provides tools for both recoil trajectory data generation and 2D scatter plot visualization to streamline game balancing.

Hyeongseob91/Wanted_MCP-Server

WeChat MCP Enhanced

An MCP server that enables file transmission, voice message processing, and voice call management through the WeChat PC client. It provides tools for automated communication including audio format conversion and call status tracking within the Model Context Protocol framework.

chylove1982/wechat-mcp-enhanced

MCP Server Demo

Demo repository for MCP (Model Context Protocol) server integration

Manobhiramlol/mcp-server-demo

MyInstants Soundboard

Connects to myinstants.com to search, browse, and play millions of meme sounds through local audio players with category browsing and trending sound discovery.

austenstone/myinstants-mcp

jszemcp

For MCP Server Development

Potasio101/jszemcp

latex-mcp

An MCP server that renders LaTeX math expressions and step-by-step solutions into high-quality PNG images and hosted URLs. It enables AI assistants to provide visual mathematical solutions formatted for messaging platforms like iMessage.

guirguispierre/latex-mcp

Outlook MCP Server

Provides comprehensive integration with Microsoft Outlook for managing emails, contacts, calendars, and folders through the Microsoft Graph API. It offers 26 specialized tools to perform actions like sending emails, scheduling meetings, and organizing mail folders.

ampcome-mcps/outlook-mcp

Qweather Mcp Server

和风天气API MCP服务（练习用）

yangxt65535/qweather-mcp-server

Crestron Home MCP Server

Enables LLMs to discover and control Crestron Home automation systems through natural language, including lights, shades, scenes, thermostats, and sensors with multi-language support and fuzzy device name matching.

Desluca/crestron-mcp

my-mcp

An MCP server framework featuring dynamic tool loading and a modular one-tool-per-file architecture for rapid development. It supports both Stdio and HTTP transport modes, offering automated test generation and centralized configuration management.

kcbabo/everything-server

USDC MCP Server

Enables AI agents and LLMs to interact with USDC API endpoints through a standardized Model Context Protocol interface. It provides tools for efficient async handling and seamless integration of USDC functionalities into automated workflows.

Traia-IO/usdc-mcp-server-mcp-server

Shell Server

A lightweight MCP server that provides AI assistants with access to a system's terminal through a secure terminal tool. It enables users to execute shell commands and receive stdout, stderr, and exit codes directly within an MCP-compatible client.

joandiazcapell/shellserver

flight-search-mcp

alan5543/flight-search-mcp

Travel Planner MCP Server

Provides weather-aware travel planning tools that fetch 3-day forecasts and generate structured itineraries using a multi-agent orchestration system. It exposes specialized agents for weather data and trip planning to any MCP-compliant client.

DasBalvinderDas/travel-planner-mcp-server

TreeSitter Code Structure MCP Server

Analyzes source code across multiple languages to extract structural elements like classes, functions, and parameters using tree-sitter. It provides LLM-optimized markdown output that includes nesting levels, line numbers, and signatures to facilitate codebase navigation.

DarkEden-coding/CodeStructureMCP

Wealthfolio MCP Server

Enables AI-powered portfolio analysis for Wealthfolio, allowing Claude to query and analyze investment holdings, asset allocation, real estate properties, and execute transactions through natural language.

datamoc/WFmcp