The MCP Trust Index.

infra-advisor-mcp

by c3-yang-song

Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO for AI workloads using deterministic calculators.

c3-yang-song/LLM-Infra-Advisor-MCP

simple-email-mcp

by mexican75

Enables users to manage email accounts via IMAP/SMTP, including reading, searching, sending emails with attachments and calendar invites, all through natural language interactions with MCP-compatible clients.

mexican75/simple-email-mcp

Photography AI MCP

by csoai-org

Photography AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/photography-ai-mcp

mcp-project-context-server

by darkmatterproductions

A Python MCP server that gives LLMs persistent, searchable access to project context — documentation, architecture decisions, and session notes.

DarkMatterProductions/mcp-project-context-server

slack-mcp

by annyzhou

Enables comprehensive interaction with Slack workspaces, allowing users to manage channels, send messages, and search history. It supports managing reminders, pins, reactions, and user information through the Model Context Protocol.

annyzhou/slack-mcp

nwtools-mcp

by crims0n

Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddress library. Includes CIDR parsing, overlap detection, IP classification, and more.

crims0n/nwtools-mcp

oreilly-ai-agents

by sinanuozdemir

An introduction to the world of AI Agents

sinanuozdemir/oreilly-ai-agents

odigo-elastic-s2l-mcp

by rbeg1

Connects LLMs to Elasticsearch with a Semantic-to-Lexical layer that translates technical field names into business knowledge, enabling autonomous querying without hardcoded domain logic.

rbeg1/odigo-elastic-s2l-mcp

space-mcp-server

by aiagentkarl

MCP server providing AI agents with access to NASA and space/astronomy data including APOD, Mars rover photos, near-Earth asteroids, exoplanets, Earth imagery, natural events, and space weather.

AiAgentKarl/space-mcp-server

mcpx

by rmednitzer

A Model Context Protocol server for complete shell and SSH mastery, enabling command execution, interactive sessions, file transfer, and port forwarding with auditing and policy controls.

rmednitzer/relay-shell

Repo Interrogator

by taggedzi

A local-first MCP server that enables AI tools to safely inspect and search code repositories, providing indexing, deterministic BM25 search, code outlining, and context bundles without code modification.

taggedzi/Repo-Interrogator

freee MCP Server

by unson-llc

Enables Claude to interact with freee accounting software through OAuth 2.0 authentication, supporting operations like transaction creation, account management, receipt uploads, and financial statement retrieval.

Unson-LLC/freee-mcp

scraperapi-mcp-server

by scraperapi

A local MCP server that lets AI agents bypass bot detection, geo-restrictions, and JavaScript rendering challenges when scraping the web, backed by ScraperAPI's services

scraperapi/scraperapi-mcp

TcpSocketMCP

by spaceykasey

Enables AI models to interact directly with network services via raw TCP sockets, supporting multiple concurrent connections, buffering, and automated responses.

SpaceyKasey/TcpSocketMCP

mcp-server-convert

by demo112

A Model Context Protocol server that converts documents (PDF, DOCX, HTML, etc.) to Markdown, enabling AI agents to ingest and understand document content.

demo112/mcp-server-convert

FontLab MCP Server

by dithilli

Enables AI assistants to interact with FontLab for font design and manipulation, including querying font metadata, creating/modifying glyphs, applying transformations, and exporting fonts.

Dithilli/fontlab-mcp-server

DCI MCP Server

by redhat-community-ai-tools

MCP server for DCI API enabling AI models to extract and analyze DCI jobs, components, and topics, with integrations for Google Drive, Jira, GitHub, and Red Hat support cases.

redhat-community-ai-tools/dci-mcp-server

openmcp

by openmcp-pro

Enables AI agents to automate web tasks such as browsing, clicking, typing, and taking screenshots via the Model Context Protocol.

openmcp-pro/openmcp

agentic-platform

by andysalvo

Score your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.

andysalvo/agentic-platform

mcp-hermes

by hermesagent

Website screenshots and chats/graphs

hermesagent/hermesforge-mcp

zotero-word-mcp

by zhangchaokai1

A Windows-based MCP server that enables the insertion of native Zotero citations and bibliographies into Microsoft Word desktop documents. It ensures references remain fully compatible with the official Zotero plugin for dynamic refreshing and ongoing manual maintenance.

Zhangchaokai1/zotero-word-mcp

Agentic Retail MCP System

by sumitdeyonline

A full-stack AI application implementing a Model Context Protocol server for retail operations. It enables users to query inventory, analyze pricing elasticity, and get demand forecasts through a conversational interface connected to Firebase Firestore.

sumitdeyonline/MCPServerCleintHost

rawthink

by ygtalp

Persistent memory for Claude Code — hybrid search, knowledge graph, session lifecycle.

ygtalp/rawthink-mcp

Perplexity Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Perplexity's tools and services through a unified API, following the MCP specification.

universal-mcp/perplexity

3commas-mcp

by severity1

A Model Context Protocol (MCP) server that integrates AI assistants with the 3Commas cryptocurrency trading platform API, enabling management of DCA bots and trading strategies through natural conversation.

severity1/3commas-mcp

Customer Support MCP Server

by ekluvtech

Enables AI-powered customer support with real-time access to CRM, ticketing, and communication tools via MCP, supporting context-aware conversations and automated actions.

ekluvtech/customersupport

Doubao MCP Agent

by taffy123d

A local skill assistant based on the Model Context Protocol that integrates with the Volcengine Doubao API to provide tools like calculators and weather queries. It features a Web interface and a modular architecture that allows developers to easily register and deploy custom local AI skills.

taffy123d/LocalSkill-MCP-Agent

Promotexter MCP Server

by johnalvero

Integrates with the Promotexter SMS API to enable sending single SMS messages and performing detailed account balance inquiries. It provides a secure way for models to manage SMS communications and track transaction costs and credits.

johnalvero/promotexter-mcp

amazon-trends-mcp

by trendsmcp

Provides Amazon search volume trends and growth signals to measure real consumer purchase intent, queryable by AI assistants.

trendsmcp/amazon-trends-mcp

Aster Finance

by kukapay

Integrates with Aster Finance API to provide cryptocurrency futures trading data including kline charts, price statistics, funding rates, order books, and recent trades formatted as Markdown tables for market analysis and trading strategies.

kukapay/aster-info-mcp

ClinicalTrials.gov

by agents100x

Conversational access to ClinicalTrials.gov with 5 tools for searching, comparing, and retrieving clinical trial data.

agents100x/clinicaltrials-mcp

ebay-mcp

by taka392

Enables interaction with eBay APIs for account verification, item search, and browsing via OAuth 2.0 authentication, with support for token refresh and sandbox/production environments.

taka392/ebay-mcp

shared-context-cache-mcp-server

by aiagentkarl

MCP server for shared context caching with trust verification -- AI agents share and verify computed results to reduce token cost and increase reliability.

AiAgentKarl/shared-context-cache-mcp-server

Coupang MCP Server

by space-cap

Enables searching and retrieving product information from Coupang (Korean e-commerce) via affiliate API, including product search, details, category bestsellers, and affiliate link generation.

space-cap/mcp-coupang-server

Tattoo Feed

by eezymacc

An MCP server that lets an LLM client browse and curate posts from a hand-picked list of Instagram tattoo artists via Instagram's Business Discovery API.

EezyMAcc/mcp-loop-build-demo

upnote-lens-mcp

by awesomehye

A hybrid MCP server that reads UpNote notes from the local SQLite database (returns actual text) and writes/opens notes via the upnote:// URL scheme, enabling search, retrieval, creation, and navigation of notes.

AwesomeHye/upnote-lens-mcp

rental ops mcp

by rumblingb

search for best places to rent

Rumblingb/rental-agent-mcp

yfinance

by ozp

A Model Context Protocol (MCP) server that provides comprehensive access to Yahoo Finance data through 18 specialized tools for pricing, financials, options, holders, and news.

ozp/yfinance-mcp

Viral Shorts

by xeron2000

An MCP server that enables discovery and analysis of trending YouTube Shorts using natural language. It provides tools to track viral metrics like Views Per Hour (VPH), identify niche trends, and summarize video content through the YouTube Data API.

Xeron2000/viral-shorts

Real Estate Listing MCP

by csoai-org

Real Estate Listing - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/real-estate-listing-mcp

UGS-MCP

by zackpeters93

MCP server for controlling CNC machines via Universal GCode Sender. Lets Claude (or any MCP-compatible AI assistant) connect to a CNC machine, inspect G-code, and issue motion commands — all through the UGS Pendant REST API.

zackpeters93/ugs-mcp

Sharepoint Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with SharePoint tools and services through the Model Context Protocol, enabling management of SharePoint resources via natural language.

universal-mcp/sharepoint

mcp-phish

by pete-builds

Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam-charts, reviews, and audio.

pete-builds/mcp-phish

agentsim-mcp

by agentsimdev

MCP server that enables AI coding assistants to provision temporary US phone numbers and receive SMS OTPs for verification workflows.

agentsimdev/agentsim-mcp

BitOasis MCP Server

by bit-oasis

Enables AI assistants to interact with the BitOasis cryptocurrency exchange, including market data, account management, order placement, and deposit/withdrawal operations through natural language.

bit-oasis/bitoasis-mcp

Data Science AI MCP

by csoai-org

Data Science AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/data-science-ai-mcp

frame-check-mcp

by lluvr

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

lluvr/frame-check-mcp

FinOpsGuard

by honeybadger-technologies

MCP agent providing cost-aware guardrails for IaC in CI/CD with advanced policy enforcement.

honeybadger-technologies/FinOpsGuard

germany-mcp-server

by aiagentkarl

MCP server providing AI agents with access to German government open data. 12 tools across 6 categories: Autobahn traffic, DWD weather, NINA disaster warnings, SMARD energy market, Bundestag parliamentary data, and pollen forecasts. All APIs are free, no keys required.

AiAgentKarl/germany-mcp-server

ClickHouse MCP Agent

by arannomante

Enables querying ClickHouse databases using natural language with AI models, supporting multiple providers and access restrictions via per-call allow-lists.

AranNomante/clickhousemcp