The MCP Trust Index.

Memory MCP

by dannymaaz

Persistent project memory for AI models and coding agents. Memory MCP stores architecture, decisions, tasks, warnings, preferences, and session state in Supabase so OpenCode, Claude Code CLI, Qwen Code, Codex, or any MCP-compatible client can resume work without losing context.

dannymaaz/memory-mcp

Eco-loop-Building-Agent

by dhairyagothi

This repo includes submission files for Honeywell Campus Commute Hackathon

dhairyagothi/Eco-loop-Building-Agent

gitlab-mcp

by structured-world

Full-coverage GitLab MCP server with 44 tools across 18 resource types. Agent-optimized CQRS design — one tool call handles complete multi-step operations. Supports OAuth 2.1, read-only mode, stdio/SSE/StreamableHTTP transports, and GraphQL-native work items with full hierarchy (epics,issues,etc)

structured-world/gitlab-mcp

StackBridge

by zainulabideen02

Sub-1ms cross-stack AST contract layer and compiler verification engine mapping React/Next.js routes to FastAPI and SQLAlchemy models for AI coding agents.

ZainUlAbideen02/StackBridge-MCP

apple-productivity-mcp

by gambadio

Connects Claude Code to Apple Mail, Calendar, and Reminders through macOS automation APIs, enabling management of emails, events, and reminders via natural language.

gambadio/apple-productivity-mcp

HR System MCP Server

by prasenjitsaha

Enables LLM clients to interact with a mock HR system via the Model Context Protocol, supporting queries and workflows across leave, benefits, employee lifecycle, learning, performance, travel, expenses, policies, and FAQs.

PrasenjitSaha/hr-mcp

synology-filestation-mcp

by 01men

Enables AI agents to manage files on Synology NAS via the File Station API, supporting operations like browsing, searching, uploading/downloading, creating, renaming, copying, moving, deleting, compressing, and extracting.

01men/synology-filestation-mcp

style-memory-mcp

by hexingyuofficial

A tiny local MCP server that learns a user's conversational style, catchphrases, dialect markers, emoji habits, tone preferences, and concrete collaboration preferences without storing private memories.

hexingyuofficial/style-memory-mcp

Poligraph MCP Server

by ironlam

Exposes French political data from Poligraph as MCP tools, allowing journalists and citizens to query politicians, votes, fact-checks, elections, and more via natural language.

ironlam/poligraph-mcp

Remote MCP Server (Authless)

by smk2k23

A template for deploying authentication-free MCP servers on Cloudflare Workers that can be accessed remotely via SSE. Provides quick deployment and connection to MCP clients like Claude Desktop and Cloudflare AI Playground.

smk2k23/remote-mcp-server-authless

yt-sub-mcp

by yaledevuni

MCP server for reading YouTube subtitles without authentication or external binaries, using YouTube's internal get_panel endpoint to avoid rate limits and fetch full subtitles in a single request.

YaleDevUni/yt-sub-mcp

Privy MCP Server

by privy-io

Enables AI agents to create wallets, sign transactions, and manage blockchain operations across multiple chains like Ethereum, Solana, and more via Privy.

privy-io/privy-mcp-server

overdare-studio-mcp

by y-seungmin

Enables Claude to create, modify, and delete parts and scripts in OVERDARE Studio worlds via natural language, with automatic backup and rollback for safe operations.

Y-Seungmin/overdare-studio-mcp

jobjourney-claude-plugin

by rorogogogo

An MCP server that enables AI-assisted job search workflows including job discovery, application tracking, resume evaluation, and cover letter generation, with support for multiple job sources and scheduled scraping.

Rorogogogo/jobjourney-claude-plugin

decision-table

by tetracoralla

Provides deterministic decision and constraint evaluation for AI agents. Supports ruleset validation, fact evaluation, and constraint checking via MCP tools.

tetracoralla/decision-table

Minecraft MCP Server Pro

by l0s3r-q

Enables AI agents to control Minecraft via MCP with configurable versions, creative building commands, survival helpers, and an autonomous agent loop.

l0s3r-Q/minecraft-mcp-server

EdgeDepth Research MCP Server

by edgedepthhq

A read-only MCP server for EdgeDepth's market microstructure search engine, enabling users to query recorded crypto and TradFi perpetuals for market conditions, outcomes, and reproducibility-keyed evidence directly from MCP clients.

edgedepthhq/edgedepth-research-mcp

mcp-server-tasktracker

by itlostandfound

An MCP server that exposes the full Task-Tracker REST API as MCP tools, enabling AI agents to manage trackers, tasks, notes, checklists, and projects conversationally.

itlostandfound/mcp-server-tasktracker

NestJS DevTools MCP

by haongo232

Give your AI coding agents the superpower to observe your NestJS application's runtime state in real-time.

HaoNgo232/nestjs-devtools-mcp

promem-mcp

by dip-ro

Enables AI coding agents to maintain persistent project context, including rules, decisions, environment intelligence, and Git history, using a local-first MCP server with automatic project detection and token-efficient retrieval.

DIP-RO/MCP_Package

pons-hoodly MCP Server

by hoodly-agent

Enables AI assistants to interact with the pons token launchpad on Robinhood Chain for token discovery, verification, price tracking, and trading with built-in safety controls and user approval.

hoodly-agent/mcp-pons

taskpaper-mcp-server

by kekincai

MCP server that automates TaskPaper on macOS, enabling task management operations like reading, searching, adding, completing tasks, and setting filters via JavaScript for Automation.

kekincai/taskpaper-mcp-server

slang-workflows

by shofer-dev

Run provable, .slang-driven multi-agent workflows inside Claude Code. A deterministic executor enforces typed output contracts, tool scoping, and convergence, providing guarantees and auditability.

shofer-dev/claude-code-slang-orchestrator

mcp-server-aws

by rishikavikondala

A Model Context Protocol server implementation that enables Claude to perform AWS operations on S3 and DynamoDB services through natural language commands.

rishikavikondala/mcp-server-aws

mcp-scholarly

by adityak74

Enables users to search for academic articles on platforms like arXiv using specific keywords, with plans to integrate more scholarly databases in the future.

adityak74/mcp-scholarly

知耘排盘 MCP Server

by whaizaixiang

Provides MCP tools for Chinese metaphysics, including BaZi (Four Pillars) charting, Liu Yao hexagram casting, lunar conversion, and AI-powered destiny analysis.

whaizaixiang/paipan-mcp

Remote MCP Server (Authless)

by thesehandsarespiders

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from Claude Desktop or Cloudflare AI Playground.

TheseHandsAreSpiders/remote-mcp-server-authless

GitHub MCP Server

by jeswinmathew12

A Model Context Protocol server that exposes read-only GitHub tools to LLM clients, enabling browsing of open issues, pull requests, issue details, and recent repository activity via natural language.

Jeswinmathew12/Github-MCP

zhenyun-pangun-mcp

by nichuan

Enables querying logs across Loki/SLS, querying databases via Archery, accessing Choerodon project collaboration tools, and searching local code repositories through a unified MCP interface with self-contained configuration.

nichuan/zhenyun-pangu-mcp

Framer Bridge MCP

by melostack

Connects IDEs to the Framer and Framer Motion ecosystem by providing animation snippets and React component scaffolding. It enables users to generate high-fidelity UI effects and code-ready components compatible with Framer's property controls.

Melostack/framer-bridge-mcp

screenshots-snapshot-site

by snapshot-site

Screenshot, visual-diff, and AI page-analysis API for AI agents. Capture any URL as PNG, JPEG, WebP, PDF, or HTML, diff two versions of a page to catch visual regressions, and get an AI summary of what a page contains.

snapshot-site/snapshot-site-mcp

PayHub MCP Server

by ethan-m25

Enables querying real disclosed salary data across 20 regions, with tools to search jobs, retrieve salary statistics, and find similar roles.

ethan-m25/payhub-mcp

Scrapeer MCP Server

by scrapeer

Allows AI agents to run, inspect, and create Scrapeer visual web-scraping flows, bridging human-designed browser automation with agent-driven execution.

Scrapeer/scrapeer-mcp-server

meta-ads-mcp

by pralayasimha23

MCP server for Meta Ads (Facebook Ads) that provides tools for account discovery, campaign/adset/ad creation, custom audiences, status updates, performance reporting, and A/B testing.

pralayasimha23/meta-ads-mcp

claude-talk-to-figma-mcp

by litoondev

MCP server that enables AI agents to read, analyze, and modify Figma designs, including comment management via Figma's REST API. Works with any Figma account and supports parallel execution.

litoondev/claude-talk-to-figma-mcp-main

Co-Reading MCP

by idleprocesscc

A local MCP server that gives Claude a durable reading room for EPUB and plain text books, enabling chunk-by-chunk navigation, annotations, progress tracking, and shared margin cards.

idleprocesscc/co-reading-mcp

MCP Power Automate

by kaael1

Local-first MCP server and Chromium extension for AI-assisted Microsoft Power Automate work, enabling users to inspect, validate, edit, run, review, and revert cloud flows using a browser session.

kaael1/mcp-power-automate

playlist-mcp

by luebken

luebken/playlist-mcp

authbox

by marucie

Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase recovery, deterministic passwords, policy-gated AI agent access with scope, rate limits, time windows, and step-up approval. Supports 70+ API key providers with hash-chain audit trail.

MARUCIE/authbox

Cashfree CLI

by mothivenkatesh

Enables AI agents to test Cashfree payment integrations end-to-end by creating orders, simulating payments, listening to webhooks, and verifying signatures via MCP tools.

mothivenkatesh/cashfree-cli

medterms-mcp

by pubspro

Medical terminology MCP server — ICD-10, MedDRA, RxNorm, CTCAE for AI agents

pubspro/medterms-mcp

cookbook-brain

by dpro10

An MCP server that gives AI agents persistent, file-based memory stored as plain markdown files in a local git repository, enabling agents to remember, recall, and build on information across sessions.

dpro10/cookbook-brain

TradingView MCP

by btanaji

Provides real-time market data, technical analysis, screeners, and backtesting for stocks, crypto, forex, and futures to AI assistants via MCP.

btanaji/tradingview-mcp

prompts-mcp-server

by thana0623

Automatically generates and manages a prompts system for software projects, enabling persistent context for AI coding assistants through project scanning, requirement clarification, and module tracking.

thana0623/prompts-mcp-server

mcp-arcgis-phoenix

by pipeworx-io

Search, query, and explore City of Phoenix open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services.

pipeworx-io/mcp-arcgis-phoenix

widget-studio

by ericlewis

MCP server that lets agents create, display, and export rich UI widgets (cards, dashboards, charts, forms) inline in conversations, with interactive iframe support in MCP Apps hosts and PNG image fallback for other clients.

ericlewis/widget-studio-mcp

tarot-mcp-server

by gokimedia

Provides tarot card meanings, spreads (three-card, yes/no), and random draws for any MCP-compatible client.

gokimedia/tarot-mcp-server