The MCP Trust Index.

PBIP Builder MCP Server

by haiprobmt

Creates, inspects, validates, and modifies Power BI Project (.pbip) folders, generating PBIR-style reports and TMDL semantic models from structured inputs.

haiprobmt/PBIP-MCP

Clockify Time Entry Manager

by https-eduardo

Manage your Clockify time entries effortlessly by sending prompts to an LLM. Add, view, and control your time tracking directly through AI-powered interactions. Simplify your time management workflow with seamless integration to Clockify.

https-eduardo/clockify-mcp-server

utcp-mcp

by universal-tool-calling-protocol

All-in-one MCP server that can connect your AI agents to any native endpoint, powered by UTCP

universal-tool-calling-protocol/utcp-mcp

MCP Interface Validator

by xiaoxiaofeiya

This server automatically validates consistency between AI-generated frontend and backend code by enforcing OpenAPI 3.0 specifications. It injects smart constraints into AI prompts to ensure that generated data structures and API calls remain synchronized across the entire stack.

xiaoxiaofeiya/mcp-interface-validator

Planetary MCP

by dhenenjay

Enables deploying an Earth Engine MCP server in Docker, integrating with Claude Desktop to perform geospatial analysis using 11 Earth Engine tools for tasks like wildfire risk, flood risk, and agricultural monitoring.

Dhenenjay/planetary-mcp-deployment

Athena Protocol

by n0zer0d4y

AI tech lead for coding agents with validation and impact analysis

n0zer0d4y/athena-protocol

spider-data

by mirandakim1434

MCP server providing web search, fetch, and crawl capabilities for AI agents via the spider.cloud API, with caching, cost controls, and robust error handling.

MirandaKim1434/spider-data

Zonos MCP Integration

by phialsbasement

MCP server that allows Claude to have a voice.

PhialsBasement/Zonos-TTS-MCP

vcon-mcp

by vcon-dev

MCP server for storing, managing, and analyzing IETF vCon (Virtual Conversation) data with AI assistants.

vcon-dev/vcon-mcp

ultra-mcp

by realmikechong

realmikechong/ultra-mcp

mendapi

by mendapi

MCP server that watches upstream API providers for breaking changes, scans your codebase for impact, and drafts migration fixes locally, all offline-first with zero network.

mendapi/mendapi

4everland-hosting-mcp

by 4everland

Enables AI-driven deployment of code to decentralized storage networks like Greenfield, IPFS, and Arweave, providing instantly accessible webpage domains.

4everland/4everland-hosting-mcp

Code Scalpel

by 3d-tech-solutions

Enables AI assistants to surgically extract and analyze code, reducing token usage and costs by up to 200x compared to reading entire files.

3D-Tech-Solutions/code-scalpel

TaskMCP

by cclucky-uu

A personal task management MCP server that allows LLM clients to create, read, update, and delete tasks with projects, labels, and comments, using a local SQLite database that can also be accessed via a web UI.

CCLucky-uu/CcTaskMcp

polydev

by polydev-ai

Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server for multi-model AI perspectives in your coding agents.

polydev-ai/polydev

Connection-Key MCP Server

by heiko888

MCP server for Cursor IDE offering tools for Human Design chart analysis, partner matching, n8n workflow management, and utility functions like UUID generation and calculation.

Heiko888/Connection-Key-MCP-Server

Shopify MCP Server

by arunlakshmikabilan1982

Enables management of Shopify orders through the Admin REST API, allowing users to create new orders and retrieve order status details. It supports both local and remote access via SSE and STDIO transports for integration with MCP clients like Claude Desktop.

arunlakshmikabilan1982/mcp-server

immich-photo-manager

by drolosoft

Manage your self-hosted Immich photo library through conversation — natural language search via CLIP, geographic album curation, duplicate detection with perceptual hashing,

drolosoft/immich-photo-manager

jarvis-registry

by ascending-llc

Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.

ascending-llc/jarvis-registry

reflect-memory

by van-reflect

Privacy-first AI memory system with MCP server for managing user-authored memories, enabling AI agents to read/write memories with fine-grained vendor access control.

van-reflect/Reflect-Memory

InstrumentsMCP

by nemanjavlahovic

Enables AI agents to profile iOS/macOS apps using Xcode Instruments, automate simulator interactions, and get structured performance data for optimization.

nemanjavlahovic/instruments-mcp-server

Bankless Onchain

by bankless

Integrates with blockchain networks to enable smart contract interaction, transaction history access, and on-chain data exploration through specialized tools for reading contract state, retrieving ABIs, and filtering event logs.

bankless/onchain-mcp

jira-aio-mcp-server

by qamary666

Enables to interact with Jira AIO Test Case Management System, allowing retrieval of test cases, projects, folders, and search functionality.

qamary666/jira-aio-mcp-server

Telegram MCP Server

by nexusx-mcp

An MCP server implementation that provides tools for interacting with the [Telegram Bot API](

NexusX-MCP/telegram-mcp-server

choiz-google-ads-mcp

by choizapp

Choizapp/choiz-google-ads-mcp

The Culture MCP Server

by dc-4nderson

MCP server for The Culture, a fashion-focused social media app, exposing Supabase database operations and Hugging Face model inference as tools for use in Claude Code, n8n agents, and the Larry orchestrator.

Dc-4nderson/TheCulture_MCP