The MCP Trust Index.

Stream

Stream MCP server https://streampay.sa/

streampayments/stream-mcp-server

sheridan-lab-jack

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

Farm OS MCP Server

Enables management and monitoring of farm operations including field and crop tracking, livestock monitoring, equipment management, and sensor readings through a Model Context Protocol interface built with FastMCP.

ramprasadchauhan/fast-mcp

MCP Jira Server

MCP to talk to Jira from cursor

SoorajChandran/mcp-jira-server

Laptop Hardware MCP Server

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

Product Data Tools MCP Server

A basic MCP server setup guide demonstrating how to configure and run Python-based MCP servers with integration examples for Bright Data web scraping and Apify Actors for product data collection.

ABAKHAR721/data_mcp-server

Hebcal MCP Server

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

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

Demo MCP Server

A demonstration server designed to showcase core Model Context Protocol (MCP) primitives including tools, resources, and prompts for presentations. It provides functional examples like text analysis and financial calculations to illustrate how AI models interact with external functions and data.

thechandanbhagat/mcp-demo

NL Supermarkt MCP Server

Enables users to compare prices, track budgets, and find promotional deals across major Dutch supermarkets and drugstores. It supports automated shopping list optimization, meal planning, and price history alerts for stores like Albert Heijn, Jumbo, and Kruidvat.

Samvox1/nl-supermarkt-mcp

Playwright MCP Server

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

fal-mcp

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

ToolOracle — AI Agent Tool Infrastructure & Trust Runtime

86 self-hosted MCP servers with 989 tools across 7 categories. Complete Agent Trust Runtime: identity (KYA), policy enforcement (258 rules), fraud detection (DetectiveOracle), self-healing support (SupportOracle), and signed Trust Passports. x402 USDC micropayments. Built for autonomous AI agents.

ToolOracle/agentguard

Google Workspace MCP Server

Comprehensive integration with Google Workspace services (Gmail, Calendar, Sheets, Docs, Drive) plus local storage for job tracking and a personal memory system for storing user preferences, behaviors, and goals.

pbulbule13/google-mcp-server

MCP Prometheus

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

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

FX Currency MCP Server

Provides real-time and historical foreign exchange rates for 31+ currencies, enabling currency conversion, historical rate lookups, and time series analysis using data from the Frankfurter API.

pavm035/ai-fx-currency-mcp

Corporate Dystopia Toolkit

Provides a satirical corporate dystopia toolkit with HR-related tools that parody toxic workplace behaviors through functions for requesting raises, filing complaints, scheduling inconvenient meetings, and generating corporate jargon.

adird/hilanet-mcp

MCP4DRL

Exposes a trained Deep Q-Network agent for business process resource allocation, enabling natural language interaction with reinforcement learning models. It provides tools for simulation control, Q-value analysis, and action explainability to make complex decision-making transparent.

mostapow/mcp4drl

minio_mcp

A FastMCP-based server that enables uploading text and base64-encoded content to MinIO object storage through an HTTP transport. It supports automated bucket management and secure file path generation to streamline remote storage operations.

ClearMind1/minio_mcp

jlbloomer-mcp-server

A personal MCP server for AI assistant integration that provides custom tools, resources, and prompts for use with Claude Desktop and other MCP-compatible clients.

jared-bloomer/mcp

Ambient Code Platform MCP Server

Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents running on OpenShift. Enables creating, managing, and monitoring remote agentic sessions for complex work like codebase analysis and security audits.

ambient-code/mcp

MCP Kagi Search

Kagi search MCP server

kamou/mcp-kagi-search

blacklotusdev8/test_m

Greet anyone by name with a friendly hello. Scrape webpages to extract content for quick reference…

blacklotusdev8/test_m

Doubao Image Description MCP Server

Enables visual understanding and image description capabilities for iFlow CLI and Claude Desktop using Doubao's vision model. It supports 18 image formats and features automatic optimization, caching, and Chinese language optimization.

9527wow/doubao-image-mcp

MCP MySQL Server

MCP server that acts as a MySQL Client implemented in Go language

cnosuke/mcp-mysql

kiwix-mcp

An MCP server that enables interaction with Kiwix HTTP servers to browse, search, and retrieve content from offline ZIM books like Wikipedia. It provides tools for listing available library resources and fetching full-text articles as plain text.

OscillateLabsLLC/kiwix-mcp

Product Recommendation System

Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.

josephazar/Products-Recommendation-MCP-MAF

Exhibition Big Data MCP Server

Provides comprehensive tools for querying enterprise exhibition records, searching for industry exhibitions, and retrieving detailed venue information across China. It enables users to analyze participation history and discover specific events using keyword-based fuzzy searching.

handaas/exhibition-mcp-server

Movie Booking Assistant

Provides a suite of tools for searching movies, checking showtimes, and managing ticket bookings for Bangalore cinemas. It enables AI clients to handle end-to-end movie theater interactions including seat availability checks and reservation management.

joshlijo/movie_mcp

TermPipe MCP

Provides AI assistants with direct terminal access to execute commands, manage files, and run persistent REPL sessions. It features automated installation scripts that educate AI assistants on its capabilities for seamless integration.

wbind-core/termpipe-mcp

FastMCP Documentation & Web Scraping Server

Enables web page scraping via Jina reader API and searching FastMCP documentation using minsearch. Supports fetching markdown content from URLs and querying indexed documentation files.

jcdumlao14/03-mcp

mcp-label-studio: A Label Studio MCP server

mcp server for label studio

lxkaka/mcp-label-studio

MCP Server on AVAIL DA

An MCP server to interact with Avail DA

dhananjaypai08/AvailMCP

JunoJunHyun/Festival-Finder-mcp

Discover festivals worldwide by location, date, and genre. Compare options with key details like d…

JunoJunHyun/Festival-Finder-mcp

brain-mcp

An MCP server for managing Obsidian-style note vaults, providing tools for full-text search, note creation, and backlink tracking. It enables users to navigate, structure, and update their personal knowledge base through natural language.

delian-research/brain-mcp

AiSpire

MCP Server and Plugin for Vectric Aspire/V-Carve

CompewterTutor/AiSpire

Murder Mystery MCP Server

A procedurally-generated murder mystery game engine that enables AI agents to generate mysteries, interrogate AI suspects with memory and emotions, search for clues, and solve crimes through MCP tools. Features RAG-powered investigation tools for searching conversations, detecting contradictions, and cross-referencing testimony.

DigitalBoopLtd/murder-mystery-mcp

Torna MCP Server

Bridges Torna API documentation system with AI assistants, enabling natural language search, API discovery, detailed documentation retrieval, and curl command generation for your Torna-managed APIs.

chenqi146/torna-mcp

manus-mcp

An MCP server that enables interaction with Google Drive through the Google Cloud API. It allows users to list, read, and upload files directly from MCP-compatible clients like manus.im or Cursor.

mitjaeichhorn/mcp

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to search the web for information using natural language queries through the Model Context Protocol.

terellcodes/yfinance-mcp

Reddit MCP Server

Enables interaction with Reddit through the Reddit API, allowing users to search posts, retrieve saved content, fetch comments, reply to comments, and access detailed post information with comment trees.

netixc/reddit-mcp-server

Banking and Fintech MCP Server

A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

anhtuanluu/mcp

MCP Documentation Server

Model Context Protocol documentation server for LangGraph and MCP.

esakrissa/mcp-doc

🚀 Civicnet MCP Server – Model Context Protocol

Civicnet MCP Server - modular, principle-driven server for local, trusted, and agentic community AI.

Publik-Works/civicnet-mcp-server

Task Researcher

Researcher for AI Coding that analyzes task complexity and runs deep research (STORM) to decompose complex tasks into subtasks, as an MCP Server or CLI.

tejpalvirk/task_researcher

Spring JVM Diagnostics

Diagnoses performance problems in Java Spring Boot applications with JVM metrics and thread analysis.

atulbargotra/jvm-mcp

Ansvar Italian Law

Italian legislation database with full-text search across statutes and provisions.

ansvar-systems/italian-law-mcp

Ableton MCP

Enables AI assistants to control Ableton Live through natural language by querying tracks, analyzing sessions, and exporting stems via AbletonOSC integration.

Dysron/ableton-mcp

Anki MCP Server

Provides tools for managing Anki decks, notes, and note types via the Model Context Protocol. It features AI-powered audio generation using Google Cloud TTS and supports efficient bulk note creation and media management.

amidvidy/anki-mcp