The MCP Trust Index.

YouTube MCP

by jameskitfu

Local read-only MCP server for YouTube Data API v3 and YouTube Analytics API, enabling public video searches and OAuth-based private channel reads.

jameskitfu/youtube-mcp

finance-calc-mcp

by fellowtraveler

An MCP server and CLI providing business, financial, and tax calculations including math expressions, income tax estimates, loan amortization, depreciation, and more.

FellowTraveler/finance-calc-mcp

SEO Research MCP

by egebese

Enables AI coding assistants to perform SEO research tasks including backlink analysis, keyword research, traffic estimation, and keyword difficulty analysis using Ahrefs data directly within IDEs.

egebese/seo-research-mcp

jgs-sysmlv2-api-mcp

by jgsystemsconsulting

An MCP server that gives an AI agent read and write access to a live SysML v2 model through the vendor-neutral OMG SysML v2 REST API.

jgsystemsconsulting/jgs-sysmlv2-api-mcp

Doris Mcp Server

by nomotok

A MCP server that supports Apache Doris for safe relational database queries (read-only)

NomotoK/doris-mcp-server

axiom-memory

by mungaibriankariuki-collab

Persistent memory infrastructure for AI agents, enabling cross-session recall and autonomous memory evolution via an MCP server.

mungaibriankariuki-collab/axiom-memory

Qontinui MCP Server

by qontinui

Enables AI-driven visual automation by connecting to Qontinui Runner to load workflow configurations, execute visual automation workflows, and monitor execution status across multiple displays.

qontinui/qontinui-mcp

Youtube138 MCP Server

by bach-ai-tools

Provides access to the Youtube138 API for searching videos, retrieving channel information, viewing comments, getting video details, and exploring trending content on YouTube.

BACH-AI-Tools/bachai-youtube138

Crossref Academic MCP Server

by aiagentkarl

MCP server enabling AI agents to search and retrieve scientific papers, citations, and author profiles from Crossref, OpenAlex, and Semantic Scholar with no API keys required.

AiAgentKarl/crossref-academic-mcp-server

nvim-markdown-notes-memgraph

by xpcoffee

Enables AI assistants to query and interact with a graph database of markdown notes, extracting entities like wikilinks, mentions, and hashtags.

xpcoffee/nvim-markdown-notes-memgraph

UOFastMCP

by rokipark

Enables interaction with U2 UniData/UniVerse databases through MCP tools for file, record, dictionary, and BP program operations, with built-in admin UI, JWT authentication, RBAC, and audit logging.

RoKiPaRk/UOFastMCP

creatorforge

by cognis-digital

MCP server for AI content generation, enabling agents to learn a voice, generate content ideas, write scripts, and produce multi-platform content deterministically.

cognis-digital/creatorforge

HNPX SDK

by mozhaa

Enables AI-guided hierarchical fiction writing through structured XML documents. Supports step-by-step narrative expansion from book-level planning down to individual paragraphs, with custom Roo Code modes for collaborative story development.

mozhaa/hnpx-sdk

SORACOM Data Reader MCP

by leaveanest

Enables access to SORACOM IoT platform data including Harvest sensor data, file storage, SoraCam camera footage/events, and SIM statistics through authenticated API calls.

leaveanest/alt-soracom-data-reader-mcp

github-ops-mcp

by avg-ape

An MCP server that provides operational tooling over the GitHub API — issue triage, PR review monitoring, repo health audits, and team access reviews.

avg-ape/github-ops-mcp

StockScreen MCP Server

by cyberbobjr

A Model Context Protocol (MCP) server providing comprehensive stock screening capabilities through Yahoo Finance. Enables LLMs to screen stocks based on technical, fundamental, and options criteria, with support for watchlist management and result storage.

cyberbobjr/mcp-stockscreen

Q1 Crafter MCP

by muslus

Automates academic research from multi-source discovery across 18 databases to APA 7-formatted .docx output, with analysis and visualization tools.

muslus/q1-crafter-mcp

AlipayPlus MCP Server

by alipay

Integrates Ant International's AlipayPlus payment APIs, enabling AI assistants to handle payment and refund operations seamlessly.

alipay/global-alipayplus-mcp

YouTube Media Downloader

by bach-ai-tools

Enables comprehensive YouTube data access including video details, playlists, channels, comments, search, and subtitle operations through the YouTube Media Downloader API.

BACH-AI-Tools/bachai-youtube-media-downloader

pentest-mcp-server

by dr-yato

Enables authorized penetration testing and security assessments with CVE monitoring, vulnerability scanning, and reporting features.

Dr-yato/pentest-mcp-server

Weather MCP Server

by nyalamrithwik-oss

Provides real-time weather data, forecasts, alerts, and location comparisons via the OpenWeatherMap API.

nyalamrithwik-oss/day10-Weather-mcp

Academic MCP

by linxueyuanstdio

Enables users to search, download, and read academic papers from multiple platforms including arXiv, PubMed, bioRxiv, Google Scholar, Semantic Scholar, and CrossRef through a unified interface.

LinXueyuanStdio/academic-mcp

TP-Link Router MCP Server

by consigcody94

Enables automation and management of TP-Link BE3600 routers through browser automation, supporting port forwarding configuration, network status monitoring, and device management without reverse-engineering the router's encryption.

consigcody94/mcp-tplink-router

aiohttp-mcp

by kulapard

Tools for building Model Context Protocol (MCP) servers on top of aiohttp

kulapard/aiohttp-mcp

kenchiku-mcp

by sora-bluesky

An MCP server for architectural CAD workflows in ZWCAD with non-uniform block scaling capabilities. It enables precise control over block dimensions for architectural elements like windows and doors.

Sora-bluesky/kenchiku-mcp

OpenCode LLM Wiki MCP Server

by moowningstar

Enables AI agents to interact with a persistent knowledge graph backend using MCP tools for reading, searching, and analyzing wiki pages with vector search and graph algorithms.

Moowningstar/opencode-llm-wiki

mcpify

by amanbig

Turn any REST API into an MCP server in one command. Point mcpify at an OpenAPI spec and every endpoint becomes a tool your AI agent (Claude, Cursor, Windsurf) can call — zero glue code, always in sync with the spec.

Amanbig/mcpify

MCP Server with Authentication

by ahmad-act

Implements a secure MCP server with API Key and JWT authentication, providing tools like echo, login, secure_action, and admin_action. Includes MCP Inspector integration for testing and debugging.

ahmad-act/MCP-Server-with-Authentication-and-Testing-with-Inspector

Standard Metrics MCP Server

by quaestor-technologies

Connects AI clients to the Standard Metrics API for automated analysis of venture capital portfolio data. It enables users to query financial metrics, track company performance, and generate comprehensive reports using natural language.

Quaestor-Technologies/smx-mcp

gateonai-mcp-server

by giorgio44

Search 2,756+ verified AI tools, generate step-by-step AI workflows, compare tools head-to-head, and find GDPR-compliant or EU-hosted AI solutions — powered by GateOnAI, Europe's AI Workflow Intelligence Platform.

giorgio44/gateonai-mcp-server

vidsight

by szepix

Enables AI agents to query local video timelines by extracting speech, frame captions, and on-screen text into a SQLite store, exposing search and retrieval tools via MCP.

szepix/vidsight

airlock

by byjh

A security gate MCP server that audits agent extensions (skills, MCP servers, tools) by scanning for risks, adversarial analysis, and sandbox execution, returning a trust verdict of allow, quarantine, or block.

ByJH/airlock

Chomper

by ichigo-kurosakii

Chomps through any document, parsing 36+ file formats for AI systems like Claude.

IcHiGo-KuRoSaKiI/Chomper

MCP Exploit-DB Server

by cyberroute

Provides access to the Exploit-DB database through the searchsploit tool, enabling AI assistants to search for exploits by keywords or CVE identifiers, retrieve exploit content, and manage the local exploit database.

CyberRoute/mcp_exploitdb

PMCP

by viperjuice

A single MCP server gateway that reduces context bloat by providing progressive tool discovery and invocation, dynamically provisioning downstream servers on demand.

ViperJuice/pmcp

local-recall-mcp

by chikoku-neko

Provides fully local long-term memory for AI agents by enabling semantic search over notes and session logs using Ollama embeddings, with no external APIs or databases.

Chikoku-NEKO/local-recall-mcp

Rememberizer MCP Server

by skydeckai

Enables querying and managing personal/team internal knowledge from sources like Slack, Gmail, and Drive through semantic search and retrieval.

skydeckai/rememberizer-mcp-test-hosting

SentinelMCP

by musaislamfahad

Automated red-teaming and reliability-auditing for AI agents, exposed as an MCP server. It attacks and scores agents for prompt injection, tool misuse, exfiltration, and unreliable behavior.

MusaIslamFahad/sentinelmcp

MIST - Model Intelligence System for Tasks

by cloaky233

Empowers AI assistants with real-world capabilities including note management, Gmail integration, Google Calendar and Tasks management, and Git repository operations through the Model Context Protocol.

CLoaKY233/MIST

cortex

by tt-wang

Cortex is a Claude Code plugin that gives Claude persistent memory across sessions. A background miner extracts durable lessons (decisions, conventions, bug fixes, preferences) from your completed sessions, stores them as markdown in an Obsidian vault, and automatically surfaces relevant ones at the start of each new session via a query-tailored briefing.

TT-Wang/memem

KEIRO MCP Server

by neptaverse

Enables AI agents to perform real-time web searches, deep research, content extraction, and AI-powered answers via the KEIRO API.

Neptaverse/KEIRO-MCP-PYT

Lunar Calendar MCP Server

by nachafrommars

Enables Chinese traditional calendar functions including BaZi calculation, calendar conversion, Huangli query, daily fortune, solar terms, and Wu Xing analysis through natural language.

NachaFromMars/lunar-mcp

ibkr-mcp

by mark-liu

Read-only MCP server for Interactive Brokers that exposes market data, positions, and account info as MCP tools.

mark-liu/ibkr-mcp

Scaleway MCP Server

by klogins-hash

A comprehensive MCP server for managing Scaleway cloud infrastructure, enabling control of instances, databases, storage, networking, and more through natural language.

klogins-hash/scaleway-mcp-server

Windows System Manager

by ahmedlaminou

Python-based MCP server for local Windows diagnostics, system administration, hardware inspection, security assessments, and task management.

ahmedlaminou/windows-mcp-server

NowCapital.ca Retirement Planner MCP Server

by xmeleelabs

Connects AI assistants to the NowCapital.ca retirement planning API for Canadian retirement simulations, enabling calculations of sustainable spending, tax-optimized projections, and Monte Carlo risk analysis.

XmeleeLabs/mcp-server-nowcapital

google-drive-cowork-mcp

by sashakang

Enables Claude to create and edit Google Docs, Sheets, and Slides via MCP, running locally with 22 tools.

sashakang/google-drive-plugin

HPE Networking Assistant

by hpe-networking-lab

Query your Juniper Mist network in natural language directly from Claude Desktop, providing read-only access to network inventory, clients, alarms, and more via the Mist API.

hpe-networking-lab/hpe-networking-assistant

MotherDuck DuckDB MCP Server

by fastmcp-me

A local MCP server implementation that interacts with DuckDB and MotherDuck databases, providing SQL analytics capabilities to AI Assistants and IDEs.

fastmcp-me/mcp-server-motherduck

MCP-Ollama Client

by nagharjun17

Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json

Nagharjun17/MCP-Ollama-Client