The MCP Trust Index.

splunk-mcp-server

by balajifunny

A lightweight, extensible MCP server for Splunk Enterprise that enables secure, async, chat-based interaction with Splunk data via Claude Desktop or any MCP-compatible agent.

balajifunny/splunk-mcp-server

SearxNG MCP Server

by icewreck

Enables privacy-respecting web, image, video, and news searches through SearxNG metasearch engine, with options for URL fetching and time filtering.

IceWreck/SearxNG-MCP-Server

BhoomiAI UP Geo MCP Server

by amitkumar010715

Provides geospatial intelligence for Uttar Pradesh, India, enabling geocoding, fetching location facts (district, elevation, road/water proximity), and answering location-based questions with AI-grounded answers.

amitkumar010715/BhoomiAi

PPTX MCP Server

by leoou331

Enables creating, editing, and reading PowerPoint presentations (PPTX) with security features like ZIP bomb protection, macro detection, and path traversal prevention.

leoou331/pptx-mcp-server

MCP Roku Control

by charlysotelo

Enables AI assistants to control Roku TVs on the local network via natural language commands.

charlysotelo/mcp-roku-control

mcp-infra

by chalshik

Enables AI assistants to identify processes listening on specific network ports by returning process names and PIDs. It provides infrastructure introspection capabilities through the Linux ss command to help users monitor and debug local services.

chalshik/mcp-infra

inventree-mcp

by hvkshetry

Enables interaction with InvenTree inventory management system, providing tools for parts, stock, orders, companies, barcodes, labels, reports, attachments, and system administration.

hvkshetry/inventree-mcp

MCPDischarge

by anupatil2711

Enables automated cross-department healthcare discharge coordination using MCP, integrating EHR, Pharmacy, and Billing with RBAC and PHI boundary enforcement.

anupatil2711/mcp

MCP Local Codebase Search

by demixid

An MCP server that indexes local Python projects into a SQLite database to enable efficient symbol searching and dependency tracking. It allows users to find function or class definitions, trace module imports, and read file contents through natural language interfaces.

demixid/MCP-Local-Codebase-Search

Broadcom Support MCP Server

by ttonogai

Enables searching and retrieving Knowledge Base articles from the Broadcom Support Portal for products like VMware, Tanzu, and Cybersecurity. Users can perform documentation searches and fetch specific articles in Markdown format via the SearchUnify API.

ttonogai/BroadcomSupportMCP

mcp-qemu-lab

by kevin4562

A Model Context Protocol server for conducting Linux binary analysis and guest system forensics within QEMU virtual machines. It enables automated VM lifecycle management, memory dumping, and interactive debugging workflows for analyzing processes and artifacts.

Kevin4562/QEMU-MCP

postgres-mcp-server

by anilsrml

Acts as a secure bridge connecting PostgreSQL databases to AI models, enabling natural language querying, schema analysis, and controlled write operations with multi-layer security.

anilsrml/postgres-mcp-server

RenderDoc MCP

by d-bkk

Exposes RenderDoc capture analysis to AI clients via MCP, enabling offline analysis of .rdc files (action tree, pipeline state, textures, shaders) and GUI state interaction on Windows.

d-bKK/RenderDocMCP

Deepin MCP Servers

by xsluck

A model context protocol server for Deepin Linux, providing system control, file management, web search, browser automation, and Git operations.

xsluck/deepin-mcp-servers

THE RAG MCP

by sankalp-2005

An enterprise-ready MCP server that exposes a RAG tool for retrieving relevant context and metadata from a Qdrant vector database using natural language queries.

Sankalp-2005/the_rag_mcp

MCP Gateway

by vurgunhajiyev

A production-ready unified entry point for AI agents that implements the Model Context Protocol (MCP). It provides a secure gateway with rate limiting, authentication, and observability for managing and proxying requests to multiple downstream APIs.

vurgunhajiyev/mcp-gateway

poke-bank

by kacperkwapisz

An MCP server that exposes Enable Banking API tools for interacting with bank accounts through Open Banking. It enables users to authenticate sessions, list accounts, and fetch transaction history or balances via a secure self-hosted server.

kacperkwapisz/poke-bank

File Organizer MCP

by ayalaongit

An intelligent MCP server that analyzes folder contents to automatically categorize files and suggest meaningful naming conventions based on file types and content. It enables users to organize messy directories into structured topic-based folders through automated analysis, renaming, and file movement tools.

AyalaOnGit/MCPFolderOrganizer

Stock Assistant MCP Server

by shwetha-sundar

Provides real-time stock data, historical analysis, and stock comparisons using the Yahoo Finance API.

shwetha-sundar/mcp-server

octo-mcp-server

by bscarberry

A production-ready MCP server built with Node.js and Express that supports remote deployment via HTTP and SSE. It provides a modular framework for building and scaling tools while serving multiple clients concurrently.

bscarberry/octo_mcp

agent-utils-mcp

by aparajithn

Swiss-army-knife utility MCP server for AI agents. 18 tools for JSON validation/formatting, base64 encode/decode, hash generation, UUID generation, URL parsing, regex testing, markdown↔HTML conversion, text stats, slug generation, datetime conversion, cron parsing, text diffing, CSV↔JSON conversion, and JWT decoding. Zero API Key required

aparajithn/agent-utils-mcp

memory-engine-mcp

by kagioneko

An MCP server that provides persistent memory for AI agents by storing session snapshots, factual memories, and conversation summaries. It enables seamless continuity between interactions by allowing agents to restore previous emotional states and recall relevant past experiences.

kagioneko/memory-engine-mcp

News Analysis Agent MCP Server

by mayssenbha

Provides tools for fetching real-time news and performing AI-powered sentiment analysis and summarization using Mistral AI. It enables users to analyze news trends and extract structured insights through natural language queries.

MayssenBHA/mcp-news-analysis-agent

AdaptixC2 MCP Server

by faceless0x7

Enables LLM agents to interact with and automate operations with the AdaptixC2 framework via the MCP protocol.

Faceless0x7/AdaptixC2-MCP-Server

Customer Support Ticket Automation MCP Server

by manideepmuddagowni

Enables AI-driven customer support ticket processing, including classification, response generation, and automated email sending and Google Sheets logging.

ManideepMuddagowni/Customer-Support-Ticket-Automation-Using-AI-Agents-and-MCP

MCPServerTransportDemo

by barwalgayatri02

A demonstration project for building and testing Model Context Protocol (MCP) servers using the MCP inspector and client tools. It provides a practical implementation for exploring MCP transport mechanisms and server-client interactions.

barwalgayatri02/MCPServerTransportDemo

quick-tts-mcp

by diogoseca

Provides text-to-speech functionality using OpenAI's TTS API, enabling text-to-speech conversion, voice listing, and model listing.

diogoseca/quick-tts-mcp

ckg-mcp

by yarmoluk

A Compact Knowledge Graph MCP server providing pre-structured domain knowledge as a routing layer for agent stacks, enabling efficient structural queries (e.g., prerequisites, dependency chains) without hallucinations.

Yarmoluk/ckg-mcp

MCP JSONDiff Kel

by yohanliu

An efficient MCP server for performing accurate, deep comparisons between JSON objects or strings using the deepdiff engine. It provides AI agents with standardized difference reports, supporting nested structures and various input formats to ensure precise data analysis.

YohanLiu/mcp-jsondiff

caseware-kb

by leonardorhojas

Enables querying procurement documents (invoices, purchase orders, shipping orders, inventory reports) via semantic search, order ID lookups, gap analysis, and source excerpt retrieval.

leonardorhojas/caseware-procurement-kb

appstore-intel-mcp

by gautam84

A remote MCP server that gives AI agents structured access to Google Play and the Apple App Store — search apps, fetch metadata, pull reviews. OAuth-protected, Streamable HTTP, deployable in minutes.

gautam84/appstore-intel-mcp

Samantha

by arcaman07

MCP server that dynamically extracts and manages user memory from LLM conversations, enabling consistent personalization across different models.

arcAman07/samantha_mcp

Stream

by streampayments

Stream MCP server https://streampay.sa/

streampayments/stream-mcp-server

Fenshitu MCP

by hopkdj

Generates professional A-share intraday stock charts with 1-day and multi-day views, matching Chinese trading software styles.

hopkdj/fenshitu-mcp

SystemManager

by elouardyabderrahim

Provides system-specific metadata through a tool that returns data for a given category.

elouardyabderrahim/mcp

sheridan-lab-jack

by jackg27

Provides AI agents with SSH-based tools to manage Nokia SR Linux network devices in ContainerLab environments. Enables retrieval of device information, interfaces, routes, and running configurations, plus the ability to configure network interfaces through natural language commands.

JackG27/sheridan-lab-jack

mcp_server_image_selector

by lka

Enables interactive selection of image regions from images and PDFs, with OCR support and automated export of selected regions as separate files.

lka/mcp_server_image_selector

AI App MCP

by yh008

A production-ready Python MCP server supporting stdio and Streamable HTTP transports, providing tools for health check, user query normalization, knowledge base search, document retrieval, and RAG prompt construction.

yh008/Mcp

Laptop Hardware MCP Server

by shreshtthh

A Windows-based MCP server that provides real-time hardware telemetry and system stats including CPU, RAM, disk, and battery information to GitHub Copilot. It enables users to monitor performance and retrieve detailed system specifications through natural language commands.

Shreshtthh/MCP

Hebcal MCP Server

by shaymc3

Provides access to Jewish holiday calendars and Shabbat candle lighting and Havdalah times for various cities via the Hebcal API. It enables users to query specific holiday dates and weekly Shabbat schedules through natural language.

shaymc3/hebcal-mcp

SkyFi MCP Server

by pskinnertech

Integrates SkyFi satellite imagery and OpenStreetMap services with AI applications to enable high-resolution image searching, ordering, and area monitoring. It provides 21 tools for geospatial tasks, including geocoding, tasking quotes, and satellite pass prediction.

PSkinnerTech/SkyFi-MCP-server

Playwright MCP Server

by dbustosjr

A production-ready browser automation server that enables AI assistants to interact with web pages using tools for navigation, element interaction, and data extraction. It features a built-in Inspector UI and robust crash recovery for reliable automated testing and information retrieval.

dbustosjr/playwright-mcp-server

Retail Analytics Agent

by sourabhsurana06

An MCP server that combines SQL and RAG tools into a reasoning agent for answering retail analytics questions using natural language.

sourabhsurana06/retail-analytics-agent

mdbp-server

by dorukyelken

Enables AI systems to securely query databases using structured intents (MDBP) with automatic schema discovery and policy enforcement.

DorukYelken/Model-Database-Protocol

fal-mcp

by guillaumeboniface

An MCP server that integrates fal.ai's image generation and editing capabilities into MCP-compatible clients. It enables text-to-image generation, style application via LoRAs, and image editing using natural language instructions.

guillaumeboniface/fal-mcp

小红书热帖获取

by chasespace

根据关键词获取小红书的热帖数据，需要钉钉扫码登录，配合 Chrome 使用。

chaseSpace/mcp_fetch_xhs_post

MCP Prometheus

by yeonkyu-git

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

yeonkyu-git/MCP-Prometheus-Loki

Streamable HTTP MCP Server

by ilil1

Serve MCP resources and tools over a streamable HTTP interface to enable dynamic integration with LLM applications. Provide efficient, real-time access to external data and actions through a standardized protocol. Enhance LLM capabilities by exposing custom tools and resources via HTTP streaming.

ilil1/mcp_server_streamable_http

business-card-watchdog

by cochranresearchgroup

Business Card Watchdog is an installable, user-scoped service for processing large batches of business card images from watched folders. It exposes CLI, API, MCP, and watched-folder surfaces for deterministic orchestration and routing to Google Contacts or Odoo.

CochranResearchGroup/business-card-watchdog

fast_award_screener_mcp

by lprdgds

Screens DIBBS RFQs for micro-purchase viability using deterministic logic without LLM calls.

lprdgds/fast-award-screener-mcp