The MCP Trust Index.

google-maps-mcp

by apurvaumredkar

A TypeScript MCP server that exposes Google Maps Platform APIs as tools for LLMs, providing real map data like directions, transit routes, place search, address validation, photos, and elevation.

apurvaumredkar/google-maps-mcp

selenium-mcp-server

by dagiim

An autonomous, self-managing MCP server providing comprehensive UI analysis, cross-browser testing, and intelligent browser automation with zero-configuration setup.

DagiiM/selenium-mcp-server

jellyfish-mcp: A Jellyfish MCP Server

by jellyfish-ai

Jellyfish MCP server

Jellyfish-AI/jellyfish-mcp

spotify-mcp

by obre10off

obre10off/spotify-mcp

simple-data-comparator-mcp

by ee-will-i

MCP server for comparing JSON, XML, XLSX, CSV, and text data using expected templates, returning pass/fail with difference details.

EE-WILL-I/simple-data-comparator-mcp

mcp-vision-server

by ldfer

MCP server exposing an analyze_image tool that sends images to an OpenAI-compatible vision model and returns text answers, usable from any MCP client.

LDFer/mcp-vision-server

instagit

by instalabsai

An MCP server that gives coding agents instant insight into any Git repository — no guessing, no hallucination.

InstalabsAI/instagit

mcp-diagnostics-extension

by newbpydev

VS Code extension that exposes diagnostic problems via Model Context Protocol (MCP) for AI agents and tools

newbpydev/mcp-diagnostics-extension

Couchbase MCP Server

by karthik-couchbase

Enables LLMs to interact directly with Couchbase databases, supporting CRUD operations, N1QL queries, and data management through natural language.

karthik-couchbase/MCP-Server-Couchbase

LocalStack MCP Server

by giovanemartins

Exposes LocalStack-managed AWS services as AI-agent tools, enabling LLMs and AI agents to interact with local AWS infrastructure during development and testing.

giovanemartins/localstack-mcp-server

minimax-image-mcp

by alexlivre

Enables image generation via MiniMax's API through MCP, supporting text-to-image, batch generation, aspect ratios, seed reproducibility, and image-to-image with character references.

alexlivre/minimax-image-mcp

book-automation

by d1fmarketing

Professional eBook automation pipeline with AI image generation

d1fmarketing/book-automation

Arcadia Finance

by arcadia-finance

Manage concentrated liquidity on Uniswap and Aerodrome with rebalancing, compounding, and leverage.

arcadia-finance/mcp-server

veyra

by sifatbhatia

openclaw

sifatbhatia/veyra

mcp-obsidian-cli

by stonematt

Enables capturing Claude conversations as Obsidian notes and searching the vault from chat, using the Obsidian CLI.

stonematt/mcp-obsidian-cli

consensus-mcp

by entropyvortex

An MCP server that enables multi-model debate and consensus building through a single tool. It orchestrates multiple AI models from various providers to debate topics and reach validated conclusions with real-time progress tracking.

entropyvortex/ai-consensus-mcp

TAPD MCP Server

by sun-jingtao

Enables managing TAPD (Tencent Agile Product Development) bugs, requirements, PRD reviews, and test reports directly from IDE via natural language, with cross-project aggregation and built-in workflows.

sun-jingtao/tapd-mcp-server

OpenSumi

by opensumi

A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

opensumi/core

mcp-contact-classifier

by mambalabsdev

Classifies job titles into department and seniority using deterministic rules, and optionally verifies if a person is listed on their employer's website via the Mamba Labs Contact Classifier Apify actor.

mambalabsdev/mcp-contact-classifier

shatale-mcp-server

by shatale-sasu

MCP server for Shatale — delegated AI agent payments sandbox

Shatale-SASU/shatale-mcp-server

StackFiesta MCP Server

by stackfiesta

Give your AI agent access to the curated StackFiesta catalog of AI tools for game development.

stackfiesta/stackfiesta-mcp

MoySklad MCP Server

by theyahia

MCP server for MoySklad (МойСклад) warehouse and CRM management API. 21 tools covering the full order lifecycle: products, stock, counterparties, customer orders, shipments, supplies, warehouses, organizations, reports, and webhooks.

theYahia/moysklad-mcp

Task Manager

by blizzy78

Provides structured task management with dependency tracking, complexity assessment, and automatic subtask decomposition for complex multi-step projects requiring systematic workflow orchestration.

blizzy78/mcp-task-manager

Calibre Librarian MCP Server

by chepetime

Surfaces your Calibre e-book catalog to Claude via the Model Context Protocol, enabling search, metadata management, and library maintenance through natural language.

chepetime/calibre-librarian-mcp

moo-tasks

by shekarsiri

MCP server for agentic task orchestration and management, enabling AI agents to create goals, plan tasks with acceptance criteria, track dependencies, request human input, and provide proof of completion.

shekarsiri/moo-tasks

gyazo-mcp-server

by nota

Official Model Context Protocol server for Gyazo

nota/gyazo-mcp-server

Slack MCP Server

by mynghn

A read-only MCP server that enables AI assistants to access Slack workspace data, including channels, messages, threads, and user information.

mynghn/slack-mcp-server

pkintvmcp

by peterkaminski

MCP emulator and debugging tool for CP-1600 & Intellivision

peterkaminski/pkintvmcp

Gmail MCP Server

by jbr90

Enables AI assistants to manage Gmail by reading unread emails with automatic classification, creating AI-generated draft replies, and saving drafts directly to Gmail through the Gmail API.

JBR90/gmail-mcp-server

sight-mcp

by nightwhite

A powerful MCP server that brings AI vision capabilities to Claude Desktop. Analyze images and videos using OpenAI GPT-4o, Claude, or any compatible vision API.

nightwhite/sight-mcp

AgentWatch

by mishanefedov

A terminal live-tail and a browser dashboard — one process, one event stream, served from localhost. Unified timeline across Claude Code, Codex, Gemini CLI, Cursor, Hermes, and OpenClaw. Token + cost accounting, compaction + anomaly detection, hybrid search, SVG call graphs, monaco-style diff attribution, agent-aware replay ("what would the agent say if I edited the prompt?"), policy editor, MCP s

mishanefedov/agentwatch

warrant-mcp

by rmanish2000-del

An MCP server that enforces plain-English rules on AI agent tool calls, deterministically blocking forbidden actions before execution via a Claude Code hook and a check_action tool.

rmanish2000-del/warrant-mcp

Unofficial AnyList MCP Server

by bobby060

MCP server that integrates with AnyList for managing shopping lists, recipes, and meal planning via natural language.

bobby060/anylist-mcp