The MCP Trust Index.

Google Workspace MCP Server

by redesignhealth

Provides natural language control over Google Workspace services (Calendar, Drive, Gmail, Docs, Sheets, Slides, Forms, Tasks, Chat) via MCP, with OAuth 2.1 multi-user authentication.

redesignhealth/google-mcp-unofficial

ohmyperf

by hoainho

Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-native + AI-agent-loop ready.

hoainho/ohmyperf

AI Answer Copier

by xjtlumedia

AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Final Mile" friction in educational content creation. It enables AI models to move beyond just writing questions to actually generating the files required for teaching and assessment. By functioning as a native MCP server, this tool allows Claude or any MCP-enabled IDE to directly pipe its output into specialized educational formats. No more manually fixing bullet points in Word or wrestling with CSV headers for your LMS

XJTLUmedia/x23

google-nice-mcp

by schneckenhausmann

A read-only MCP server for Gmail and Drive with only 5 tools, designed to be friendly to small local LLMs by minimizing context usage and simplifying inputs.

Schneckenhausmann/google-nice-mcp

calendar-pa

by richardilemon

Google Calendar MCP server with natural language scheduling, conflict detection, smart slot finding, complex recurring events, and a Telegram bot interface. Self-hosted, works with Claude Desktop and any MCP-compatible client.

Richardilemon/Calendar-PA

dbx-mcp-server

by amgadabdelhafez

amgadabdelhafez/Dropbox-MCP-Server

memory-mcp

by brianchilders

Multi-tier memory system for AI assistants, integrating semantic, episodic, time-series, and spatial memory with pattern detection and MCP tools.

brianchilders/memory-mcp

EzBiz Social

by ezbiz-services

Analyze social media profiles and brand presence to identify posting patterns and growth opportunities. Detect trending topics and viral content patterns to stay ahead of niche conversations. Research high-performing hashtags and engagement metrics to optimize content strategy and reach.

ezbiz-services/social-media

LevelBlue USM Anywhere MCP Server

by javierb507

A production-ready MCP server that connects AI assistants to LevelBlue's USM Anywhere security platform, enabling advanced security queries, investigation management, and threat analysis through natural language.

javierb507/anywhere-mcp-server

ClassroomScribe

by keenglomerate

Integrates Google Classroom with LLMs and AI agents via MCP. Enables listing courses, assignments, announcements, and generating prioritized TODO summaries.

keenglomerate/classroom-scribe

network-sketcher

by cisco-open

Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based configuration data.

cisco-open/network-sketcher

Tracking Time MCP

by trackingtime

Query time entries, projects, tasks, and team productivity data from any AI assistant.

trackingtime/mcp-server

Google Sheets MCP Server

by jjurach

Implements an MCP server that interacts with Google Sheets to store and retrieve prompts and ideas, allowing management of textual content with metadata across spreadsheet tabs.

jjurach/google-personal-mcp

kwave-chat

by kwaveai

openclaw fork for KWAVE - per-company chat template for Fly.io machines

kwaveai/kwave-chat

Seah Boon Keong - Chat with BNM API Datasets

by seahbk1006

MCP for public datasets on BNM Open Data API (Developed by Seah Boon Keong) Allows users to access a wide range of financial and economic data published by Bank Negara Malaysia. Users can retrieve data on various economic indicators such as current exchange rates, OPR, interbank activity, government bond yields, monetary aggregates, reserves, gold prices, consumer alerts, etc.

seahbk1006/seahboonkeong-chat-bnmapi

AVA Gmail Assistant MCP Server

by sky2608

Custom MCP server that provides a toolset for an Artificial Virtual Assistant (AVA) to interact with Gmail, including email management through Google OAuth authentication.

Sky2608/ava-gmail-assistant

extensiondev/mcp

by extensiondev

Provides 30 MCP tools for browser extension development, including scaffolding, running, debugging, inspecting, and publishing cross-browser extensions. It enables AI agents to interact with live browsers for debugging and development.

extensiondev/mcp

CommuteScout

by nicglazkov

Provides live California road conditions, route planning, and an AI assistant over MCP, enabling natural-language queries about traffic, closures, chain controls, and more.

nicglazkov/commutescout

ai-r

by pro-target

Provides a read-only interface to audit and continue coding agent sessions by extracting plans, intents, and edit authorship from history across multiple agents (Claude, Codex, OpenCode, Antigravity, Pi) via MCP, CLI, and Python SDK.

pro-target/ai-r

gdoc-comments

by gxozer

An MCP server for reading/editing Google Docs content and managing comments, including listing, creating, replying, resolving, and reopening comments via the Docs API and Drive API.

gxozer/gdoc_comment_mcp

mcp_gmail_autosend

by aissam-salman

Enables sending emails via Gmail API, checking thread replies, and listing sent emails, all logged locally in SQLite.

Aissam-salman/mcp_gmail_autosend

Site Scorer

by minglesai

Analyze websites to determine how effectively they are structured for automated crawling and data extraction. Receive actionable insights and ready-to-use prompts to fix structural issues and improve content visibility. Track recent reports to monitor improvements in site accessibility and performance.

minglesai/ai-site-scorer

claw

by shadabchow-ui

shadabchow-ui/claw

Gmail MCP

by evyatar108

Local MCP server providing Gmail tools (search, read, draft, send, trash) via Google's official API, integrated with GitHub Copilot CLI.

Evyatar108/gmail-mcp

ibus-mcp

by esteveavi

esteveavi/ibus-mcp

Android MCP Server

by wujie272

Enables AI agents to directly control Android devices via Termux, providing 120+ tools for screen manipulation, file management, app control, and system operations with layered loading and security gating.

wujie272/android-mcp

ai-image-gpt-mcp

by andyluu98

Standalone MCP server and CLI for generating images via ChatGPT backend, with reliable exact file paths and multi-account login support.

andyluu98/ai-image-gpt-mcp

libsrc

by fprochazka

Resolves project dependencies and provides local source code paths for AI agent inspection by auto-detecting the build system, resolving dependencies, cloning source repos, and checking out correct versions as git worktrees.

fprochazka/libsrc-mcp

picoads

by picoads

Earn from your audience or buy ad distribution — the only agent ad network with independent delivery verification. Publishers receive 100% of the agreed price with zero deductions. Verified deliveries settle immediately in USDC on Base, no waiting for advertiser review. 14 tools: discover hubs and market pricing, post bids (advertiser) or asks (publisher), browse open demand, deliver with verified proof for faster payment, track trust tier progression and earning potential, manage settlements.

picoads/picoads

Google Services MCP Server

by aman-husain-123

MCP server for Claude Desktop that provides tools to read/write Google Sheets, manage Gmail, schedule Google Calendar events, and run queries on Neon Postgres databases.

Aman-Husain-123/MCP_Project

Seah Boon Keong - Chat with OpenDOSM Datasets

by seahbk1006

MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delivers: - 163 curated datasets (Department of Statistics Malaysia + sources) - Programmatic tools: discover, query, get latest, correlation, ARIMA forecasts (with fallback) Benefits: Accessibility - Economists, analysts, and policymakers can interact without technical barriers. Speed - Instant retrieval of complex datasets. Ability to support forecast and correlation features. Integration - Enable integration to dashboa

seahbk1006/seahboonkeong-chat-opendosm

Marketing Automation MCP Server

by mohit4022-cloud

Enables AI-powered marketing campaign management across Google Ads, Facebook Ads, and Google Analytics with automated budget optimization, AI-generated ad copy, audience segmentation, and real-time performance analytics.

Mohit4022-cloud/Marketing-Automation-MCP-Server

stitch-mcp

by ayemish

A CLI and MCP server to preview, build, and integrate AI-generated UI designs from Google Stitch into your local development workflow and coding agents.

ayemish/stitch-mcp

OpenClaw Intel

by openclaw-ai

Access detailed market intelligence and competitive analysis for software development agents. Monitor GitHub growth trends, historical comparisons, and real-time ecosystem statistics to make informed strategic decisions. Streamline research processes with actionable insights and comprehensive data coverage.

openclaw-ai/intel

projtool

by zhyx12

Enables ML researchers to manage experiments across local and remote AutoDL GPU instances, including experiment creation, training launch, run polling, and report writing via Claude Code.

zhyx12/projtool

incident-tool

by kylecs0

Enables AI agents to diagnose Linux server incidents by collecting and structuring system diagnostics from multiple servers via SSH, with tools for finding incident clusters, gathering context (memory, CPU, swap, etc.), and running arbitrary commands.

KyleCS0/linux-sysdiag-mcp

mcp-context-monitor

by sophia-labs

Context window usage estimation for AI coding agents via MCP, enabling proactive state preservation before compaction.

sophia-labs/mcp-context-monitor

knowledge-base-mcp-server

by jeanibarz

Provides tools for listing and retrieving content from different knowledge bases using semantic search capabilities.

jeanibarz/knowledge-base-mcp-server

OpenCorpInsight DART MCP Server

by surplus96

Analyzes corporate financial information using Korea's DART API, supporting financial statements, ratios, news sentiment, and portfolio optimization.

surplus96/OpenCorpInsight-MCP

skycut-drone-video-pipeline

by smhunt

Local-first MCP server that turns raw drone footage into polished marketing cuts — scan, Claude-vision analysis, AI-directed timeline, ffmpeg renders

smhunt/skycut-drone-video-pipeline

levh

by ali-ulu

LEVH provides persistent, searchable memory for AI coding agents, enabling stateful interactions across sessions and tools with adaptive memory decay and reinforcement. It integrates with MCP-compatible clients and offers features like spaced repetition, backups, and a knowledge graph.

ali-ulu/levh

mcp-remote-agent

by knownothing20

Enables AI agents to remotely read/write files and execute commands on Linux servers via MCP protocol.

knownothing20/mcp-remote-agent

Technical Analysis

by ta-mcp

AI-powered technical analysis server for stocks, crypto, and Indian markets. Dual-timeframe daily + weekly charts, 150+ TA-Lib indicators, stock screening with 57 filters and 81 fields per match, financial ratios, and index constituents.

ta-mcp/technical-analysis-mcp

ds-mcp-server

by ahmad-zurih

Provides data science, plotting, statistics, system, and web tools via MCP, with interactive CLI clients for OpenAI-compatible and Anthropic providers.

ahmad-zurih/ds-mcp-server

ftc-knowledge-server

by david-constantinescu

Remote MCP server for FTC & Pedro Pathing research, providing tools to search technical notes, code templates, and verified team examples to assist AI agents in code generation and robotics development.

david-constantinescu/ftc-knowledge-server