The MCP Trust Index.

Academix MCP

by kyeshmz

Aggregates academic paper search from multiple databases (OpenAlex, Semantic Scholar, etc.) with PDF storage and full-text search capabilities.

kyeshmz/academix-mcp

unity-asset-reference-mcp

by jvincew

Indexes Unity project assets into a SQLite reference graph and provides an MCP server for querying asset dependencies, references, unused assets, and broken references.

JVinceW/uasset-reference-memory-mcp

CheckSlip MCP

by overflowget

A remote MCP server for verifying Thai bank transfer slips using slip images, QR payloads, or transaction references, with OAuth 2.1 authentication and duplicate detection.

overflowget/checkslip-mcp

Cloudflare Playwright MCP

by dependify

Enables AI assistants to control a browser through Playwright and Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language commands.

dependify/playwright-mcp2

Mediagraph MCP

by mediagraph-io

Exposes the Mediagraph digital asset management API as an MCP server, enabling AI agents to search, organize, tag, and manage media assets through natural language.

mediagraph-io/mediagraph-mcp

Unity MCP 統合フレームワーク

by isuzu-shiranui

Unity Editor integration with Model Context Protocol (MCP) enabling AI assistants like Claude to interact with Unity projects. Features a TypeScript MCP server and C# Unity plugin with extensible command handler architecture, TCP/IP communication, and dynamic plugin discovery.

isuzu-shiranui/UnityMCP

Remote MCP Server Authless

by adesandro

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling tools to be used from Cloudflare AI Playground or Claude Desktop via SSE.

adesandro/remote-mcp-server-authless

media-stack-mcp

by gbone001

Enables control and management of a self-hosted media stack (Radarr, Sonarr, Prowlarr, SABnzbd, qBittorrent) through natural language via MCP.

gbone001/media-stack-mcp

mob999/cube_mcp

by mob999

Provides AI assistants with semantic layer visibility and multi-dimensional querying capabilities over Cube.js data.

mob999/cube_mcp

claude-consult-mcp

by chao-shiun

Enables OpenAI Codex to consult Claude Code for co-analysis, adversarial second opinions, and read-only file review over the Model Context Protocol, with Claude remaining advisory and unable to modify files.

Chao-Shiun/claude-consult-mcp

Waggle-mcp

by abhigyan-shekhar

Most LLMs forget everything when the conversation ends. waggle-mcp fixes that by giving your AI a persistent knowledge graph it can read and write through any MCP-compatible client.

Abhigyan-Shekhar/Waggle-mcp

clipwise-mcp

by mobileshop9991-star

AI tools for short-form video creators (TikTok, Instagram Reels, YouTube Shorts, Facebook Reels) — viral trend search, video analysis info, content strategy use cases.

mobileshop9991-star/clipwise-mcp

codeql-development-mcp-server

by advanced-security

Enables AI-assisted development of CodeQL queries for security analysis through the Model Context Protocol. Provides tools for compiling, testing, and executing CodeQL queries across multiple programming languages.

advanced-security/codeql-development-mcp-server

Quaderno MCP Server

by anderrahe

Connects AI assistants to Quaderno's tax compliance engine, enabling tax calculation, tax ID validation, and invoice creation via natural language.

AnderRahe/quaderno-api-mcp

Budget Governor

by mightbesaad

Budget & cost control for AI agents: hard per-agent spend caps, rate limits, idempotency, and human-in-the-loop approval — enforced before each LLM call, not after the invoice. One hosted MCP endpoint (no proxy or self-hosting), settled via x402 (USDC on Base).

mightbesaad/gvnr

Claude Persistent Memory

by mimi180306

Gives Claude Code long-term memory that persists across sessions via hybrid BM25 and vector semantic search, with multi-project isolation.

MIMI180306/claude-persistent-memory

UI Toolkit MCP Server

by elsahafy

Comprehensive MCP server for end-to-end UI development, offering tools to generate components, manage design tokens, audit accessibility, autofix issues, inspect live pages, compare screenshots, and more across multiple frameworks.

elsahafy/ui-toolkit-mcp

mcp-notifications

by zudsniper

Enables sending real-time and webhook notifications when AI agents complete tasks, with support for Discord, Slack, Teams, Feishu, Ntfy, and custom webhooks.

zudsniper/mcp-notifications

SwitchAI

by us1929

AI agent for Italian energy tariff comparison. Analyzes electricity and gas bills, compares 44+ offers from 13 providers, estimates savings with full ARERA regulated cost breakdown

US1929/switchai

clodbridge

by rethunk-ai

Enables Claude Code to automatically discover and use project-specific rules, skills, and agents defined in the .cursor directory, with live reloading and zero configuration.

Rethunk-AI/clodbridge

parallelix-mcp

by parallelixnetwork

MCP server for the ParalleliX Compute API that lets you offload parallel inference tasks (bulk classify, extract, summarize, etc.) to a distributed network of open-source models.

parallelixnetwork/parallelix-mcp

ZenMoney MCP

by nonnname

Read-only MCP server for ZenMoney that syncs financial data into memory and exposes it through tools and resources, enabling agentic analysis of transactions and spending patterns.

nonnname/zenmoney-mcp

Neotoma

by markmhendrickson

Deterministic state layer for AI agents that stores versioned entities such as contacts, tasks, transactions, and decisions with immutable observations and full provenance. Local-first SQLite memory shared across Claude, Cursor, ChatGPT, Codex, and OpenClaw via MCP and native plugins.

markmhendrickson/neotoma

mcp-memory-server

by dustinspace217

A knowledge-graph-based persistent memory server for the Model Context Protocol, storing entities, observations, and relations in SQLite with semantic vector search and temporal versioning.

dustinspace217/mcp-memory-server

IL2CPP Frida MCP Server

by axhlzy

Enables AI assistants to analyze and manipulate Unity IL2CPP applications via Frida, supporting disassembly, class/method listing, and heap analysis.

axhlzy/il2cpp-frida-mcp

storybook-renderer

by camoran89

MCP server to query and render the Doggie UI design system's Storybook documentation, enabling component search, URL rendering, and natural language questions.

camoran89/mcp-storybook-render

OrchestrateKit MCP

by thebeatkicks

Enables Cursor and Claude Desktop to design production-ready AI workflows by exposing a structured registry of components, edges, stacks, routes, and playbooks, with capabilities for goal matching, route composition, and confidence scoring.

Thebeatkicks/OrchestrateKIT-MCP

gecko-mcp

by frumane

Drive Firefox-based browsers (Floorp, LibreWolf, Zen, Waterfox, Mullvad, Firefox) from any MCP client — read pages, screenshot, click, fill forms and manage tabs in your real session, over Marionette/WebDriver. OS input & JS eval locked by default.

Frumane/gecko-mcp

Atlarium Habitat Database MCP

by techgardeners

Structured aquarium, marine, terrarium and paludarium data for AI agents.

techgardeners/atlarium-mcp

MCP Codex Worker

by sorryorc

Enables Codex to delegate bulk code reading, patching, and testing to an async worker using cheaper AI models, while receiving compact results.

sorryorc/mcp-codex-worker

Jobber MCP Connector

by totalpropertysolutionspro-del

Connects Claude to Jobber to manage clients, jobs, invoices, quotes, and scheduling through natural language.

totalpropertysolutionspro-del/jobber-mcp-connector

repo-sdk-mcp

by mreedr

Exposes functions to get the current working directory and review git diffs before commit as MCP tools, leveraging Claude Code CLI for diff review.

mreedr/claude-cli-MCP

simplecov-mcp

by ryo-ymd

Enables Claude to directly access and analyze Ruby SimpleCov coverage reports for Rails projects. It allows users to retrieve coverage summaries, filter files by coverage rates, and identify specific uncovered lines to streamline test development.

ryo-ymd/simplecov-mcp

mcp-app-with-hono

by lokesh-bathala

🚀 Build MCP Apps with Hono on Cloudflare Workers, leveraging the MCP TypeScript SDK for an efficient and modern development experience.

Lokesh-Bathala/mcp-app-with-hono

memory-mcp

by yuvalsuede

Persistent memory and automatic git snapshots for Claude Code, capturing decisions, patterns, and architecture across sessions.

yuvalsuede/memory-mcp

bybit-mcp

by peakviker

Provides a set of MCP tools to interact with the Bybit cryptocurrency exchange API, enabling market data queries, account management, trading operations, and futures grid strategy analysis via natural language.

Peakviker/bybit-mcp

Storybloq/lenses

by storybloq

Enables multi-lens code review by running 8 specialized reviewers in parallel, deduplicating findings, and producing a single verdict.

Storybloq/lenses

dangsaju-mcp

by molpass

Calculates Korean traditional Dangsaju 12 stars based on birth date and time, returning deterministic structured data with star attributes and period readings.

molpass/mcp-dangsaju

MCP Starter Project

by sharmatriloknath

How to setup mcp server and mcp client.

sharmatriloknath/mcp_starter

brightspace-mcp-server-ddd

by jhostinaleck

Enables interaction with D2L Brightspace through the MCP protocol, supporting multi-strategy authentication and opt-in write operations.

JhostinAleck/brightspace-mcp

CreatorCrawl

by creatorcrawl

It is a social media MCP that allows the user to connect their agents to multiple social media platforms.

creatorcrawl/mcp-server

live-translate-mcp

by waxberry-dev

Real-time English ↔ Mandarin Chinese speech translation for Claude. Transcribes audio locally with Whisper, translates via Claude API, and synthesises speech locally with Piper TTS. Pass a WAV file path. Claude handles the rest.

waxberry-dev/live-translate-mcp

legitify-mcp

by legitifier

Enables AI agents to submit, check, and manage human attestation requests for AI actions through Legitify's approval receipt system.

Legitifier/Legitify-MCP

ShadowGit MCP Server

by aflsolutions

Provides AI assistants with secure git access to ShadowGit repositories, enabling session-based commit management for clean, organized commits during AI-assisted development.

aflsolutions/shadowgit-mcp

Insforge Mcp Server

by insforge

InsForge is a backend development platform purpose-built for AI coding agents and editors. It acts as a semantic layer that exposes backend primitives — databases, authentication, storage, and functions — in ways that AI systems can comprehend and operate upon end-to-end.

InsForge/insforge-mcp

Browser DevTools MCP

by serkan-ozal

Playwright-powered browser automation and debugging for VS Code and Cursor via the Model Context Protocol (MCP).

serkan-ozal/browser-devtools-mcp-vscode-extension

kintone/mcp-server

by kintone

The official MCP Server for kintone

kintone/mcp-server

guesty-mcp-server

by dljrealty

MCP server for Guesty property management. Manage reservations, guests, messaging, financials, listings, and operations via AI clients.

DLJRealty/guesty-mcp-server

url-shortener-mcp

by michaelshumshum

Enables URL shortening and management through MCP, allowing creation of short links with optional tags and expiry, search, and stats.

michaelshumshum/url-shortener-mcp

Capsid

by drdustinedwards

A Cloudflare-native MCP server for a consolidated knowledge base, enabling CRUD operations, search, and namespace management with versioning and audit logs.

DrDustinEdwards/capsid-mcp