The MCP Trust Index.

mcp-server-opendal

by xuanwo

A Model Context Protocol server that provides seamless access to multiple storage services including S3, Azure Blob Storage, and Google Cloud Storage through Apache OpenDAL™.

Xuanwo/mcp-server-opendal

figma-bridge-mcp

by kaiuwehella

A local MCP server that lets AI assistants inspect, create, and update designs in Figma Desktop through a development plugin, requiring no Figma Personal Access Token or cloud services.

KaiUweHella/figma-bridge-mcp

telemost-mcp-server

by slava01011910-ops

Enables Telegram analytics (channel stats, search, sentiment) via MCP tools with pay-per-call in USDC, no API keys needed.

slava01011910-ops/telemost-mcp-server

mcp-uk-ons

by pipeworx-io

Enables querying UK Office for National Statistics datasets and their editions through natural language, with no authentication required.

pipeworx-io/mcp-uk-ons

kc-mcp-server

by kvindo

An MCP server for Kvindo Cloud that lets AI clients list, inspect, create, update, and delete cloud resources (VMs, volumes, Kubernetes, etc.) via natural language. Read-only by default, with write/delete operations gated by explicit opt-in environment variables.

Kvindo/kc-mcp-server

academic-search-mcp-server

by afrise

Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling.

afrise/academic-search-mcp-server

gsc-mcp

by odrones

MCP server that exposes the Google Search Console API, allowing LLMs to query SEO data, inspect URLs, manage sitemaps, and analyze search performance via natural language.

odrones/gsc-mcp

better-email-mcp

by laschopin

IMAP/SMTP email for AI agents -- read, send, organize folders, and manage attachments across multiple accounts, with auto-discovery.

laschopin/better-email-mcp-worker

Automat Workflows MCP Server

by automatai

A remote MCP server that lets AI agents build, run, and manage Automat RPA workflows.

AutomatAI/robotic-workflows-mcp-server

PersonalLeetcodeMCP

by rishisarraff

Enables Claude to fetch and analyze your public LeetCode submission history, weak areas, and daily challenge via a remote MCP server.

RishiSarraff/PersonalLeetcodeMCP

xinzhi-weather-mcp

by 508364

508364/xinzhi-weather-mcp

mcp_ssh_connectors

by xtawa

An MCP server that enables AI to execute SSH commands on remote servers using the host's OpenSSH client, supporting both configured targets and dynamic connections with request-scoped credentials.

xtawa/mcp_ssh_connectors

u-he-preset-randomizer-mcp

by fannon

Enables AI assistants to search, generate, and manipulate u-he synth presets through natural language, including browsing libraries, randomizing presets, and merging multiple presets.

Fannon/u-he-preset-randomizer

pbi-mcp-remote

by emamuel03

Remote and centralized MCP server that enables AI models to interact with Microsoft Fabric (workspaces and items) via the Fabric Core REST API, using delegated OAuth 2.1 authentication with Microsoft Entra ID so each user's permissions and restrictions are respected.

emamuel03/pbi-mcp-remote

Remote MCP Server (Authless)

by craigsdennis

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables quick deployment of custom tools accessible from both Cloudflare AI Playground and local MCP clients like Claude Desktop.

craigsdennis/m-remote-mcp-server-authless

salesforce-verified-mcp

by angeljd25-ctrl

A read-only MCP server for Salesforce that returns verified answers or says it cannot, with an evaluation suite that measures its correctness.

angeljd25-ctrl/salesforce-verified-mcp

remotion-mcp-server

by ivalenzuela

Enables AI agents to analyze audio beats, synthesize voices with Google Gemini TTS, and programmatically construct and render professional videos using Remotion and React.

ivalenzuela/remotion-mcp-server

Byakugan: Private, open-source AI-text checker

by jayofemi

A private, open-source AI-text checker. Get a read on whether text looks AI-written, the exact AI-tell spans to fix, a reuse check, and a grammar pass.

JayOfemi/byakugan

rag-mcp-server

by weitingyen168

RAG document search MCP server that allows AI assistants to search a local document set and retrieve grounded passages via keyword (SQLite FTS5) or semantic (Chroma) backends.

weitingyen168/rag-mcp-server

imgflip-mcp

by mariokernich

MCP server for generating memes via the Imgflip API. It allows AI assistants to browse meme templates, caption them, and return the resulting image directly in the conversation.

mariokernich/imgflip-mcp

zunivo-mcp

by zunivo-pay

MCP server that lets AI agents discover and pay for .agent services using USDC over x402, with daily budget controls and payment link creation.

zunivo-pay/zunivo-mcp

picoli-mcp

by amaterous

Enables URL shortening, click tracking, and analytics for AI agents via the picoli.site API.

amaterous/picoli-mcp

ai-rotom

by nonz250

MCP server for Pokémon battle advising: provides type matchups, damage calculation, party analysis, and move/ability data for AI agents like Claude Code and Codex.

nonz250/ai-rotom

bing-flights-mcp

by chonseng

chonseng/bing-flights-mcp

SiteLint Auditor MCP

by sitelint

Runs WCAG accessibility, SEO, performance, and security audits on URLs or raw HTML via SiteLint Auditor. Enables LLM agents to audit web pages and check WCAG criteria through MCP tools.

sitelint/auditor-mcp

briefroom/mcp

by briefroom

Enables AI agents to deploy HTML and pull reviewer comments via the briefroom CLI without spawning shells.

briefroom/mcp

apex-browser-mcp

by apexradius

Local, multi-session MCP server driving real Chrome, Chromium, WebKit, and Safari engines, with attach-to-running-Chrome support, no API keys or cloud required.

apexradius/browser-mcp

Change Detection Store

by psluja

An MCP server that answers one question well: 'has this JSON changed since I last saw it?'

psluja/change-detection-store-mcp

forecast-mcp

by rohansingh02

Enables demand forecasting and replenishment recommendations using statistical models (Syntetos-Boylan classification, AutoETS, TSB) and provides tools for forecasting, evaluation, and order quantity calculation.

RohanSingh02/forecast-mcp

ellmos-servercommander-mcp

by ellmos-ai

Alpha MCP server for server operations enabling deployment dry-runs, mail readiness diagnostics, access-log analysis, and HTTP health checks.

ellmos-ai/ellmos-servercommander-mcp

Project Tango

by codergamerunknow

A local-first Model Context Protocol server that provides LLM agents with structured access to e-commerce data (products, inventory, orders, sales analytics) using a realistic mock dataset, zero configuration, and a swappable DataProvider interface for live APIs.

CoderGamerUnknow/Project-Tango

MailboxValidator Email Validation MCP Server

by mailboxvalidator

Email validation MCP server using MailboxValidator API to determine validity of an email address.

MailboxValidator/mcp-mailboxvalidator

gsc-mcp-connector

by juju78

Self-hosted MCP server that exposes Google Search Console tools (list sites, query analytics, inspect URL, list sitemaps) via natural language to AI assistants like ChatGPT and Claude.

JuJu78/gsc-mcp-connector

gmail-mcp

by klodr

Gmail MCP server — scope-gated tools (readonly / send / modify), path jails for attachments + downloads, hardened OAuth credentials, Sigstore-signed releases.

klodr/gmail-mcp

iReader MCP

by zlatanpham

Enables extraction of content from various web sources including webpages, YouTube transcripts, tweet threads, PDF files, and public Google Docs. It provides specialized tools to convert internet resources into markdown or text for model consumption.

zlatanpham/ireader-mcp

mcp_sdk_petstore_api_4

by vaishnavijagan

An MCP server generated from an OpenAPI specification that exposes Petstore API endpoints as tools for AI assistants. It enables interaction with pet store management functionalities using the Model Context Protocol over SSE transport.

VaishnaviJagan/mcp_sdk_petstore_api_4

mcp-conceptnet

by pipeworx-io

Enables querying ConceptNet, a multilingual semantic network, for word relations and semantic relatedness scores.

pipeworx-io/mcp-conceptnet

Windows-Network-Recovery-Toolkit

by kozphy

One-click toolkit to diagnose and fix common Windows network issues (proxy errors, Winsock corruption, DNS problems). Includes automated scripts and troubleshooting workflows.

Kozphy/Windows-Network-Recovery-Toolkit

adwhiz-mcp

by dexun-inc

Enables MCP clients like Claude Desktop to query DEXUN AdWhiz for ad account lists, AI recommendations, savings summaries, recent activity, and API quota, all read-only.

DEXUN-inc/adwhiz-mcp

AI QA Agent MCP

by sadi-qa

Analyzes Playwright test results to provide structured QA insights, including test metrics, failure analysis, bug report drafts, and release-quality recommendations.

sadi-qa/ai-qa-agent-mcp

github-project-info-mcp

by shubhtoy

An MCP server that reads public GitHub Projects v2 boards (including item-level data like status and custom fields) without authentication, using official APIs and fallback methods for user-owned projects.

shubhtoy/github-project-info-mcp

elsba3ei Webhook MCP Server

by elsba3ei

A high-performance local and public webhook inspector for testing SSRF, APIs, and out-of-band interactions with Cloudflare Quick Tunnel, dynamic mocks, and callback polling for AI agents.

elsba3ei/elsba3ei-webhook-mcp

quiver-risk-brain

by tristan-tech-ai

The verifiable risk engine for autonomous agents: deterministic, self-verifying financial calculations that an agent can delegate and prove. It covers liquidation and funding, position sizing and risk of ruin, options Greeks and margin, LP divergence, treasury concentration and depeg, execution quality checks, plus intelligence on options, DeFi, prediction markets, and transaction safety analysis.

Tristan-tech-ai/Quiver

houston-mcp

by jurjones29

A unified Model Context Protocol server for Houston-area civic, transit, and flood data, joining incompatible public data systems behind workflow-oriented tools. It enables AI assistants to answer questions like 'is my route flooding right now?' by integrating sources such as TranStar, HCFWS, and the GIS hub.

jurjones29/houston-mcp

zotero-mcp-server

by swairshah

A server that enables MCP clients like Anthropic Claude App to interact with local Zotero libraries, allowing users to search papers, manage notes, and access research materials through natural language.

swairshah/zotero-mcp-server

PostgreSQL MCP Server

by longgoll

Enables AI assistants to safely interact with PostgreSQL databases, perform queries, inspect schemas, and analyze query performance.

longgoll/mcp-postgreSql-server

auto-cm-director

by naki0227

An autonomous video director that generates promotional videos for software projects. It uses Remotion to script, direct, and configure marketing videos based on simple inputs.

naki0227/auto_CM_director