The MCP Trust Index.

mcp-weather-server

MCP weather server repo

MSVK1995/mcp-weather-server

Where's Waldo Rick

An MCP server that provides agentic vision capabilities for visual regression testing by capturing and comparing screenshots using Gemini Flash. It enables users to detect UI changes and conduct conversational investigations to distinguish between intended and unintended visual modifications.

bretbouchard/gemini-vision-mcp

Jira MCP Server

Integrates with Jira Cloud to enable comprehensive issue management, project tracking, and team collaboration through natural language, including creating/updating tickets, searching with JQL, managing workflows, and adding comments.

jondoesflow/MCP_Server_JIra

Database MCP Server

Enables AI assistants to interact with MySQL databases through natural language for schema introspection, safe SQL execution, and full CRUD operations. It provides built-in tools for managing users, products, and orders while ensuring security through parameterized queries and read-only SQL checks.

VRUSHIL1/database-mcp

huuh - AI for teams and communities

Make AI work for teams, communities and collaborative environments everywhere 🤖💝

infolab-ai/mcp

Just Prompt - A lightweight MCP server for LLM providers

just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

disler/just-prompt

Confluence MCP Server

Bridges Confluence Wiki with Large Language Models, allowing them to search, read, and explore content through automated HTML-to-Markdown conversion. It supports both local stdio and containerized HTTP/SSE transport modes for flexible deployment.

OkYongChoi/confluence-mcp-container

MCP Terminal Tool Server

An MCP server that enables users to execute arbitrary shell commands on their local machine and receive the output. It provides a terminal tool for running system commands through MCP-compatible clients using the Python SDK.

gkgaurav31/terminal-app-mcp-poc

Demo MCP Server

A demonstration MCP server built with FastMCP that provides basic mathematical operations (addition and multiplication) and personalized greeting generation tools with multiple style options.

FromZero2One/mcp_server

ToolChat

PydanticAI LLM chat with MCP server tools

rectalogic/toolchat

Verda Cloud MCP Server

Enables management of Verda Cloud GPU instances through Claude, allowing users to deploy spot instances, attach volumes, and monitor status. It supports automated workflows for checking availability and configuring instances with startup scripts.

sniper35/verda-cloud-mcp

mcp_server

datacool/mcp_server

QuickBooks

Integrates with QuickBooks API for accounting and financial management tasks.

asklokesh/quickbooks-mcp-server

Edge-TTS MCP Server

Model Context Protocol for Text-to-Speech

yuiseki/edge_tts_mcp_server

Zappaz MCP Server

Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and manage multimedia messages, contacts, and locations. It supports automated WhatsApp interactions including text, audio, video, and document delivery via a remote server.

viiniolliveira/zappaz-mcp

mcp_sdk_petstore_api

A standalone MCP server that exposes Petstore API endpoints as tools for AI assistants like Claude and ChatGPT. It enables interaction with petstore management services through natural language by proxying API requests via SSE transport.

VaishnaviJagan/mcp_sdk_petstore_api_v1

Tool-Plaid

Enables interaction with Plaid's financial data API to sync bank transactions and retrieve account balances with secure encrypted token storage.

reilly3000/tool-plaid

Notion MCP Server for Antigravity

Enables AI models to search and read Notion pages by keyword or ID, allowing users to retrieve workspace content like meeting notes through natural language. It supports integration with Antigravity and Gemini to provide seamless access to Notion document data.

byulsi/MCP_notion-antigravity

- MCP Server for Network Administration

NetSensei is an MCP server to assist network administrators. It provides various network utilities and tools such as ping, traceroute, Nmap scans, and packet sniffing using the Model Context Protocol (MCP) to communicate and process network-related commands.

solaconsay/netsensei

Escape Room MCP Server

A text-based escape room game server with a Korean exorcism theme that allows users to explore scenes, investigate objects, and make choices to progress through the story.

lanymo/mcp-server

Building a Watsonx.ai Chatbot RAG Server with MCP

Building a Watsonx.ai Chatbot RAG Server with MCP compatible with Claude Desktop.

ruslanmv/watsonx-rag-mcp-server

MCP Demo — GitHub Copilot + Your Database

An MCP server that enables AI assistants to query and interact with SQLite databases through natural language. It includes built-in security guardrails such as PII redaction, SQL injection blocking, and query rate limiting.

coderkanasu/mcp-demo

Kronvex

Persistent memory API for AI agents — store, recall, and inject semantically-searchable context across sessions. EU-hosted, GDPR-compliant. Supports Claude, Cursor, Cline, and any MCP-compatible client.

Daftgoldens/Kronvex

Python 从0到1构建MCP Server & Client

支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai

GobinFan/python-mcp-server-client

MCP-ChatBot

A powerful Rust-based chatbot MCP framework with multi-server support and tool integration capabilities.

arkCyber/MCP-ChatBot

decoupler-MCP

Provides a natural language interface for single-cell RNA-Seq analysis using the decoupleR framework. It enables users to perform biological pathway inference, data clustering, and visualization through MCP-compatible AI clients.

scmcphub/decoupler-mcp

MCP Chat

A command-line interface application for interactive chat with AI models via the Anthropic API. It supports document retrieval, command-based prompts, and extensible tool integrations through the MCP architecture.

marbo786/MCP

ArgoCD

Integrates with ArgoCD for GitOps continuous delivery and Kubernetes application management.

asklokesh/argocd-mcp-server

Registry Review MCP Server

Automates carbon credit project registration document review, transforming 6-8 hour manual reviews into 60-90 minute guided workflows with automated document discovery, evidence extraction, cross-validation, and compliance report generation.

gaiaaiagent/regen-registry-review-mcp

AnomalyArmor

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

anomalyarmor/agents

APT Analysis MCP Server

Assists in Advanced Persistent Threat malware analysis by providing tools to securely download samples via jump servers using SSH and SCP. It enables automated retrieval of remote files through a multi-hop configuration for analysis workflows.

zrax-x/apt-analysis-mcp

Mailgo Cold Mail Marketing

Mailgo Campaign Suite MCP Server AI-powered cold email campaign management through Model Context Protocol (MCP). Overview Mailgo Campaign Suite MCP Server connects your AI assistant directly to the Mailgo cold email platform. Through natural conversation, you can verify email addresses, claim pre-warmed mailboxes, launch campaigns, manage their lifecycle, and pull

leadsnaviDeveloper/mailgo-cold-mail-marketing

MCP Midtrans Documentation Server

Enables AI agents to integrate Midtrans payments by providing comprehensive documentation, API references, and code examples for 15+ payment methods across 5 languages. Includes tools for generating charge requests, webhook handlers, and searching documentation without requiring API keys.

rissets/mcp-midtrans

Dev Guru

An AI-powered code consultation server that routes programming queries to specific AI models based on requested expertise levels. It enables users to receive structured feedback on debugging, architectural decisions, and code reviews from Gemini, Claude, or GPT.

chameleonbr/dev-guru

A2Atlassian

Jira and Confluence access for AI agents with pre-configured connections and compact output.

yoselabs/a2atlassian

Test MCP Feb 5 MCP Server

An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agents to interact with its endpoints through standardized tools. It supports seamless AI integration via the Model Context Protocol and is designed for easy deployment using Docker or Google Cloud Run.

Traia-IO/test-mcp-feb-5-mcp-server

MCP Server Framework

A general-purpose MCP server that provides utility tools for echo, date/time, and file operations within Claude Code and Claude Desktop. It functions as an extensible framework designed to help developers easily build and register custom Python-based tools.

tim-akkio/mcp-server

Xcelium MCP Server

Enables AI assistants to control Cadence Xcelium and SimVision simulators in real time for automated RTL and gate-level debugging. It provides 25 tools for signal inspection, watchpoints, binary search, and simulation state management.

hslee-cmyk/xcelium-mcp

greenroom

An entertainment recommender MCP server that integrates with TMDB to help agents discover films and television shows based on genre, release year, and language. It also includes utilities for comparing multi-agent LLM responses and analyzing entertainment industry data.

chrisbrickey/greenroom

Hevy MCP

An MCP server that connects AI clients to the Hevy workout tracking app, allowing users to manage routines and exercises. It enables reading workout history and logging new fitness sessions through simple natural language commands.

zachsai/hevy-mcp

Vanna AI MCP Server

An MCP server that allows AI assistants to query databases using natural language by leveraging Vanna AI. It supports secure SSH tunneling, model training on database schemas, and persistent storage of SQL patterns via ChromaDB.

lilgreml1n/vanna-mcp

Sentinel MCP Server

Sentinel is an enterprise-grade security server that integrates tools like Semgrep, Trivy, and Gitleaks via Docker to perform automated vulnerability scanning and compliance checks. It enables users to conduct static analysis, secret detection, and AI-powered threat modeling directly through Model Context Protocol-compatible IDEs.

pranjal-lnct/Scurity-MCP-Server

ICON MCP v104 MCP Server

Enables AI agents and LLMs to interact with the ICON MCP v104 API through standardized tools. The server is built on FastMCP for efficient async handling and includes Docker support for easy deployment.

Traia-IO/icon-mcp-v104-mcp-server

Model Context Protocol (MCP) Implementation in Go

Golang MCP Server

vishymakthal/mcp

Salesforce MCP Server

A FastAPI-based MCP server designed for Salesforce Agentforce Registry integration. It enables users to manage leads, configure permission sets, and generate registry URLs through the Model Context Protocol.

virtuowhizsalesforce-tech/mcp-fixed

OpenCode MCP Gateway

Exposes local OpenCode instances as remote MCP servers for Claude and ChatGPT, enabling terminal access, session management, and interactive human-in-the-loop workflows. It simplifies deployment for local machines using Cloudflare Tunnels to provide secure public connectivity and OAuth support.

gjabdelnoor/opencode-mcp-gateway-cloudflare-desktop

MCP Orders Server

A practice project that enables users to create and list orders within an in-memory system using MCP tools. It is designed to demonstrate how to integrate the Model Context Protocol with clients like Cursor using the FastMCP framework.

connect-abdullah/simple_orders_mcp

Universal Database

Provides unified connectivity to PostgreSQL, MySQL, and SQLite databases with automatic schema discovery, query recommendations, and a web frontend for interactive database exploration and administration.

aksh9dyrs/universal-database-mcp-server

TAPD MCP Server

Integrates with the Tencent Agile Product Development (TAPD) platform to manage requirements, tasks, defects, and iterations through natural language. It enables seamless agile project management workflows using API access tokens or account credentials.

ken19990709/mcp-server-for-tapd

gitea-mcp

An MCP server providing comprehensive Gitea API coverage with 186 tools for managing repositories, issues, pull requests, and CI/CD workflows. It enables autonomous AI agents to perform complex development and administrative tasks directly through a Gitea instance.

nikitatsym/gitea-mcp