The MCP Trust Index.

VNStock MCP Server

by maobui2907

Provides tools to access Vietnam stock market data, including stock prices, financial statements, and market statistics.

MaoBui2907/vnstock-mcp-server

Google Ads MCP

by lucassantana-dev

Enables managing Google Ads campaigns through an AI assistant with read-only reporting, recommendations, and gated write operations for bids, budgets, and statuses, all backed by preview and audit logging.

LucasSantana-Dev/google-ads-mcp

contraptionco/mcp

by contraptionco

An MCP server that provides [describe what your server does]

contraptionco/mcp

M4

by hannesill

Query clinical datasets like MIMIC-IV and eICU with natural language, supporting both tabular EHR data and clinical notes through a unified interface.

hannesill/m4

Local DevOps MCP Server

by ayala-yagelnik

Enables Docker container management through natural language conversations, including deployment, health monitoring, dependency resolution, auto-redeployment on file changes, and environment snapshots.

Ayala-Yagelnik/local-devops-mcp

subtitle-analyzer

by hgao1604

An MCP server that extracts and analyzes subtitles from YouTube and Bilibili videos, supporting time-stamped keyword search and video information retrieval.

hgao1604/subtitle-analyzer-mcp

jun-skills-hwpx-v2

by cjlee-cmd

Unified MCP server for converting Markdown to HWPX documents or generating new HWPX files from templates while preserving formatting.

cjLee-cmd/jun-skills-hwpx-v2

anytype-grpc

by cengizozel

Enables AI assistants to control Anytype objects, blocks, and views via its internal gRPC API.

cengizozel/anytype-grpc

mcp-security-audit

by luciferforge

Security auditor for MCP servers that enumerates tools, resources, and prompts, scans for injection patterns, classifies risk levels, and produces a scored report (0-100, grades A-F).

LuciferForge/mcp-security-audit

FastMCP Todo Server

by danedens

Simple MCP server to provide my Local Cursor with access to add items to my MongoDB todo list

DanEdens/fastmcp-todo-server

jupyter-kernel-mcp

by qtalen

An MCP server that connects directly to a Jupyter kernel via ZMQ, enabling AI assistants to read, create, edit, execute, and manage Jupyter Notebooks as MCP tools.

qtalen/jupyter-kernel-mcp

MCP Perplexica

by kaiohz

Enables LLMs to perform web searches through Perplexica with multiple focus modes (web, academic, YouTube, Reddit) and optimization settings, returning AI-generated responses with source citations.

Kaiohz/mcp-perplexica

Bitwarden MCP Server

by giuliolibrando

Enables interaction with Bitwarden/Vaultwarden for password and secure note management, including creation, updating, deletion, and search of items and folders.

giuliolibrando/bitwarden-mcp-server

context-engineering

by timothywarner-org

🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.

timothywarner-org/context-engineering

paperwithcode-mcp

by gtjerry111

MCP server that brings AI paper reading and code repository discovery from Hugging Face Papers into any MCP-compatible client.

GtJerry111/paperwithcode-hf-mcp

Security Vulnerability MCP Server

by nileshg21

Provides Claude with live access to multiple vulnerability databases (NVD, OSV, GitHub Advisories, Snyk) for querying CVEs, package vulnerabilities, and remediation guidance.

nileshg21/MCP-Server-SECURITY

okf-mcp-server

by dddpaul

Reusable, read-only MCP server that exposes a repo's knowledge files (backlog docs, decisions, design notes) as MCP resources over stdio.

dddpaul/okf-mcp-server

OPC UA MCP Server

by kukapay

An MCP server that connects to OPC UA-enabled industrial systems.

kukapay/opcua-mcp

mcp-sentry: A Sentry MCP server

by mcp-100

A Model Context Protocol server for retrieving and analyzing issues from Sentry.io

MCP-100/mcp-sentry

OCI MCP Server

by sarthak-pansare

An MCP server that exposes Oracle Cloud Infrastructure (OCI) control plane to LLM clients, enabling management of compute, networking, storage, databases, and more through natural language.

sarthak-pansare/oci-mcp-server

membot

by project-you-apps

Membot is an MCP server that gives AI agents swappable, searchable memory stored on a neuromorphic substrate.

project-you-apps/membot

Convo History MCP

by rreinold

Fetches conversations from PostgreSQL and renders them as beautifully formatted, human-readable terminal output.

rreinold/convo-history-mcp

AI Image MCP Server

by kareemaly

Enables AI-powered image analysis using OpenAI's Vision API and image generation with DALL-E models. Supports image description, content analysis, comparison, editing, and creating variations with intelligent caching.

kareemaly/ai-image-mcp

LLMDoc

by bigbag

MCP server for semantic search across llms.txt documentation sources, with hybrid two-stage retrieval and automatic background refresh.

bigbag/llmdoc

sylgeo-mcp

by hitankshah

Enables AI assistants to scan brand visibility across ChatGPT, Claude, Gemini & Perplexity, analyze website GEO readiness, compare competitors, and get actionable recommendations.

hitankshah/sylgeo-mcp

Image Analysis MCP Server

by leosole423

Enables AI assistants to locally process images with tools for cropping, zooming, enhancement, edge detection, segmentation, and text region extraction, all without external API keys. It uses PIL, OpenCV, and scikit-image for robust image analysis.

LeoSole423/images_mcp_server

mcp-airflow-simple

by chayasin

Enables DAG management, monitoring, debugging, and connection testing for Apache Airflow through the MCP protocol.

chayasin/mcp-airflow-simple

Kuvera MCP

by mayanks

Connects AI assistants to Kuvera mutual fund portfolios, enabling real-time queries about holdings, performance, and fund details.

mayanks/null0

Fourth Playwright MCP Server

by rev4nchist

A hybrid Python and Node.js MCP server that integrates Playwright browser automation with specialized tools for navigating and extracting data from the Fourth platform. It enables automated login, module navigation, and structured reporting through a Claude.ai Custom Connector.

Rev4nchist/fourth-playwright-mcp

deeplore

by bholagabbar

Self-hosted RAG-powered knowledge base that surfaces context from structured notes and transcripts, exposing each project as an MCP tool.

bholagabbar/deeplore

AbletonMCP

by fastmcp-me

Connects Ableton Live to Claude AI via the Model Context Protocol, enabling prompt-assisted music production, track creation, and Live session manipulation.

fastmcp-me/ableton-mcp

text2img-mcp

by leedonwoo2827-ship-it

Creates AI-generated images from text prompts using Google Gemini API, supporting business use cases like proposals, infographics, and charts.

leedonwoo2827-ship-it/text2img-mcp

MI25-tuning-MCP

by aets-magi

Manages multi_llm-client operations for MI25/gfx900 GPUs, enabling configuration updates, inference execution, benchmarking, and performance log analysis via MCP tools.

AETS-MAGI/MI25-tuning-MCP

MQTT-Bridge

by rsbohn

Provides MQTT communication capabilities for Large Language Models and other clients, enabling connections to MQTT brokers, publishing and subscribing to topics, and managing real-time messaging workflows.

rsbohn/mqtt-bridge

Domain Availability MCP Server

by 1shanra1

Enables checking domain name availability for .com, .ai, and .net TLDs using WHOIS, DNS, and RDAP lookups.

1shanra1/Domain-Checker-MCP

polymarket-mcp

by amerilain

MCP server for Polymarket prediction markets enabling query of markets, events, narratives, arbitrage, and more via MCP or HTTP.

amerilain/polymarket-mcp

graphlens-mcp

by neko1313

Semantic code graph MCP server for coding agents

Neko1313/graphlens-mcp

Prisma SD-WAN MCP Server

by iamdheerajdubey

Enables AI agents to securely access and query Prisma SD-WAN operational data for inventory, health checks, topology analysis, and policy verification through natural language.

iamdheerajdubey/prisma-sdwan-mcp

arrivia-recs

by nathanielecon

Provides AI-driven, partner-aware travel recommendations with auditability, integrating member context and read-only partner policy rules.

nathanielecon/arrivia-agentic-travel-recommendations-api

GitHub Read MCP Server

by jaimenbell

Read-only MCP server for the GitHub REST API that enables agents to query repositories, issues, files, and users without any write access.

jaimenbell/github-read-mcp

github-mcp-server

by arnabblank

A minimal MCP server for GitHub that enables browsing repos, reading code, searching, and getting insights through natural language via Claude, Cursor, or any MCP client.

ArnabbLank/github-mcp-server

Windows Notification Analysis MCP Server

by hoihosick

Enables forensic analysis of Windows notification databases (wpndatabase.db) from E01 forensic images, automatically extracting and parsing notification data with search, filtering, timeline analysis, and sensitive information detection capabilities.

hoihosick/Windows-Notification-Analysis-MCP-Server

uipath-mcp-python

by uipath

Build and host Coded MCP Servers within UiPath

UiPath/uipath-mcp-python

edinet-mcp

by dotmd-projects

Enables access and analysis of Japanese corporate financial data (PL/BS/CF) via EDINET API. Supports searching companies, listing reports, and comparing financials through natural language queries.

dotmd-projects/edinet-mcp

Compliance Scanner MCP

by tae4an

Analyzes security compliance documents (ISMS-P, NIST, CIS Benchmark) in PDF/TXT format, extracts requirements, recommends AWS services, and evaluates implementation difficulty and timelines through structured JSON output.

Tae4an/compliance-scanner-mcp

arXiv Search MCP

by markmcd

This MCP server enables users to search for scientific papers on arXiv and retrieve detailed metadata for specific papers. It provides tools to perform search queries and fetch in-depth information using paper IDs.

markmcd/arxiv-search-mcp

Multi-Function Security MCP

by honysyang

Enables automated security detection and compliance auditing for cloud hosts and servers, including threat detection, baseline security checks, cryptocurrency miner detection, log analysis, and real-time monitoring through API and web dashboard.

honysyang/mcp_tools

xian-mcp-server

by xian-technology

Enables AI assistants to interact with the Xian blockchain, including wallet management, token transfers, smart contract operations, DEX trading, and indexed blockchain data queries through a unified MCP and HTTP interface.

xian-technology/xian-mcp-server

AI Agent Marketplace Index Search MCP Server

by ai-agent-hub

MCP Server for AI Agent Marketplace Index from DeepNLP

AI-Agent-Hub/ai-agent-marketplace-index-mcp

AI Doctor Assistant MCP Server

by pashaarshad

Provides 12 medical tools for symptom checking, lab report explanation, emergency detection, and health advice, emphasizing safety and disclaimers.

pashaarshad/MCP-Based-AI-Doctor-Assistant