The MCP Trust Index.

pointmoon-mcp

by johangace

Provides sourced, current physical and environmental field-truth (weather, air quality, water, terrain, etc.) for any location, with provenance and typed silence to prevent hallucination.

johangace/pointmoon-mcp

addsign-mcp

by rmindgh

Enables AI assistants to send documents for e-signature, track signing status, remind pending signers, and download signed PDFs with audit-trail hashes via the AddSign API.

rmindgh/addsign-mcp

alpha-vantage-mcp

by berlinbra

A Model Context Protocol (MCP) server that provides real-time access to financial market data through the free Alpha Vantage API. This server implements a standardized interface for retrieving stock quotes and company information.

berlinbra/alpha-vantage-mcp

Gemini Consultant MCP

by amu3dev

A TypeScript MCP server that enables agents to request focused, one-shot consultations with allowlisted Gemini models, with guaranteed model provenance and no silent model changes.

amu3dev/gemini-consultant-mcp

Home Assistant

by andrelandgraf

Demonstrates light control in Home Assistant by comparing OpenAI function calling with a standardized protocol for external tool interaction

andrelandgraf/mcp-vs-function-calling

CI Investigator MCP

by codebkashif

Provides tools to analyze and debug GitHub Actions CI failures, including summarizing failures, detecting flaky tests, and suggesting fixes.

codeBKashif/ci-investigator-mcp

dbt-docs-mcp

by mattijsdp

dbt-docs-mcp

mattijsdp/dbt-docs-mcp

organon-create-image

by aurynsinclair

MCP server for generating images using Gemini, supporting multiple aspect ratios and both AI Studio and Vertex AI backends.

aurynsinclair/organon-create-image

mcp-apis-guru

by pipeworx-io

Keyless directory of 2,500+ public APIs and their OpenAPI specs, enabling AI agents to discover and interact with APIs.

pipeworx-io/mcp-apis-guru

CMS Open Payments

by pipeworx-io

Enables searching the CMS Open Payments dataset for physician, company, product, and research payments using structured filters, with annual dataset discovery through the official DKAN API.

pipeworx-io/mcp-cms-open-payments

miai

by zanarellidev

Open-source gateway for validated AI answers, serving scaffolds and cached responses via OpenMatch, with REST API and MCP support.

zanarellidev/miai

AshMet/vibemap-mcp

by ashmet

Connects IDE agents to VibeMap via MCP, allowing AI coding agents to load project specs or reverse-engineer codebases into structured VibeMap assets.

AshMet/vibemap-mcp

blender-lab-mcp-client

by a-to-pc

MCP server for Blender that connects to the official Blender Lab add-on, exposing 27 tools for scene manipulation, object editing, materials, rendering, and Python execution through the add-on's actual wire protocol.

A-to-PC/blender-lab-mcp-client

aiida-mcp

by ymzhang0

Control plane for AiiDA projects, managing project bindings and worker lifecycles, and exposing an MCP endpoint for the AiiDA ChatGPT plugin.

ymzhang0/aiida-mcp

nacos-mcp-server

by nacos-group

A server that enables interaction with Nacos service discovery and configuration management through Large Language Models, providing read-only access to namespaces, services, and configurations.

nacos-group/nacos-mcp-server

iitc-mcp

by comicchang

Bridge between IITC and MCP agents, enabling AI assistants to interact with Ingress Intel: view map, count portals, track players, and communicate via COMM without manual input.

comicchang/iitc-mcp

lionbank-wealth

by twinzom

MCP server that answers market and wealth-management questions using only HSBC Private Banking insights published at privatebanking.hsbc.com, via OpenAI web search restricted to that domain. It exposes a single tool, lionbank_wealth_insight, for use in ChatGPT Developer mode.

twinzom/lionbank-wealth-mcp

LiteLLM MCP Server Bridge

by abhishekmore-1

Connects Antigravity to a LiteLLM instance, enabling chat completions, model listing, health checks, and more via the Model Context Protocol.

AbhishekMore-1/litellm-proxy-mcp

mcp-agent-cost-optimizer

by princeruhulofficial

Enables precise financial analysis of AI agent costs, including token pricing, multi-step run estimates, model comparison, and ROI versus human labor, with deterministic decimal math.

princeruhulofficial/mcp-agent-cost-optimizer

MCP Weather Tools

by selva1990kumar

An MCP server that enables AI assistants to call weather tools, read resources, and use prompt templates for live weather data integration.

selva1990kumar/mcp-weather-tools

GitIntel

by hoangsonww

A local Git intelligence MCP server that provides deep repository analytics including hotspots, temporal coupling, knowledge maps, churn analysis, and risk scoring for AI agents.

hoangsonww/GitIntel-MCP-Server

ADT MCP

by nhatpd-vnext

Multi-system MCP server for reading and writing ABAP source via SAP ADT, with a local web admin, browser-based login, and tools for source navigation, editing, activation, testing, and debugging.

NhatPD-VNEXT/ADT-MCP

zotero-mcp

by rdesc

MCP server for natural-language search over a local Zotero library, enabling tools to search, retrieve, and manage paper metadata, notes, and PDF fulltext via Claude.

rdesc/zotero-mcp

Context Zero Engine

by classeve-public

A local code-intelligence engine for AI agents that indexes repositories into a PostgreSQL-backed code graph and serves structured, token-budgeted context over MCP and HTTP, enabling targeted queries on symbols, dependencies, contracts, and impact analysis.

classeve-public/context-zero-engine

stoners-design

by studioinfj-art

MCP server providing 51 design skills covering product thinking, UX, visual design, Figma, frontend, motion, branding, and portfolio storytelling, accessible via tools and resources.

studioinfj-art/stoners-design

Inkdex

by antonlunden

Enables semantic search over local markdown documentation by indexing files and ranking results using vector similarity and BM25 fusion.

antonlunden/inkdex

Rapport MCP Server

by sssst1118

Enables AI assistants to query local conversation transcripts and relationship data via a local MCP server, allowing retrieval of past conversations and facts about people.

sssst1118/Rapport

CSV Insight & Cleaner MCP

by a-i-m-a-n

Minimalistic MCP server that lets AI assistants inspect, quality-check, and clean CSV datasets through tools, resources, and prompts, without needing local file access.

a-i-m-a-n/mcp

Data Reunion MCP Server

by pipeworx-io

Enables searching, querying, and metadata retrieval for Réunion Open Data datasets via ODSQL, allowing AI agents to access regional services, transport, environment, and economy data.

pipeworx-io/mcp-data-reunion

Quest Apartment Hotels MCP Server

by weinerac

Enables AI assistants to search for Quest Apartment Hotels across Australia by interpreting location-based queries for cities, suburbs, and landmarks. It calculates distances to the nearest properties and provides detailed hotel data including amenities, pricing, and ratings.

weinerac/quest-mcp-2

r0x-os

by nhevers

Enables AI agents to interact with Robinhood Chain via USDG payments, offering tools for balance, pricing, trading, and more.

nhevers/project-r0x

glyphloop

by ideoshi

Enables AI agents to create loop-perfect generative ASCII animations headlessly, including defining custom animations and 3D shapes as expression strings.

ideoshi/glyphloop

everything-mcp

by ningciqiu

A small, dependency-light MCP server that gives AI agents instant Windows file and folder discovery through Voidtools Everything.

NingCiQiu/everything-mcp

Pulltrader Seller Economics MCP

by pulltrader

Estimates the net amount a trading-card seller keeps when selling the same card through eBay versus Pulltrader's selling methods, using a deterministic fee schedule.

Pulltrader/pulltrader-mcp

agoya

by jonusnattapong

File-backed Memory MCP Server for multi-agent coordination, enabling AI coding agents to persistently store and search memories using JSON files without external services.

JonusNattapong/agoya

Branchpoint

by caarlosgg

Provides AI agents with persistent, branch-aware context memory by storing summaries per Git branch and automatically enriching them with recent commits and divergence from main. Enables agents to maintain coherent state across sessions without mixing contexts from different branches.

Caarlosgg/branchpoint

Telegram MCP Server

by booniex

Model Context Protocol server for Telegram. Let AI read, search, send, and forward your Telegram messages.

BoonieX/telegram-mcp-server

remote-mcp-server-authless

by ffmenezes

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling integration with MCP clients like Claude Desktop and Cloudflare AI Playground.

ffmenezes/remote-mcp-server-authless

cocos-mcp-server

by darkerwork

A comprehensive MCP server plugin for Cocos Creator 3.8+ that enables AI assistants to control the editor via standardized protocol, offering 50 tools for scene, node, component, prefab, asset, project, and debugging operations.

darkerwork/cocos-mcp-server

mcp-portainer-lite

by cuti27

Lightweight MCP server for Portainer CE, focused on Docker Swarm environments with read-only tools by default and optional mutations.

Cuti27/mcp-portainer-lite

E-commerce MCP Server with Chatwoot Integration

by nobodyh-ctrl

Enables AI agents to manage e-commerce operations (products, carts, clients) through WhatsApp via Chatwoot, using MCP tools for inventory, cart, and customer management.

nobodyh-ctrl/mcp-server-laburenchallenge

mnemosis-mcp

by liyexiaoyi

Provides AI agents with a human-inspired memory layer via MCP, enabling episodic and semantic memory recall, forgetting curves, consolidation, and contradiction detection. It integrates with MCP clients to offer local-first, dependency-free memory management.

liyexiaoyi/Mnemosis

SeniorCare MCP

by m-khujnare2005

This MCP server enables medicine management, stock/refill estimation, doctor search and availability checks, and appointment management for senior care scenarios.

m-khujnare2005/SeniorCare-MCP

mcp-inegi

by pipeworx-io

Provides access to Mexico's INEGI (national statistics office) indicators API, enabling AI agents to query statistical data through natural language or direct tool calls.

pipeworx-io/mcp-inegi

mcp-google-suite

by adexltd

adexltd/mcp-google-suite

MCP Architector

by thesharque

Local-first MCP server for storing and managing project architecture, modules, data flow, and usage examples with complete privacy.

theSharque/mcp-architect