The MCP Trust Index.

Cost Explorer MCP

by theaidrill

Estimates Claude API costs with interactive sliders, live comparison across five models, and returns the selected model to the conversation.

theaidrill/cost-explorer-mcp

Google Search Console MCP

by a1-x-tech

MCP server for the Google Search Console API. Enables search performance analytics, sitemap management, URL index inspection, and property management through natural language.

A1-x-Tech/mcp-google-search-console

roots-chemical-safety

by rootsbymenda

Provides chemical hazard data from ECHA, NIOSH, GHS, and ICSC, enabling lookups of SVHC status, occupational exposure limits, GHS classifications, and cross-references to cosmetic and food additive databases.

rootsbymenda/chem-mcp-server

mcp-lobsters

by pipeworx-io

Fetches trending and latest stories, individual stories with comments, and search by tags from Lobsters.

pipeworx-io/mcp-lobsters

jettydiot/jettyd-mcp

by jettydiot

MCP server that gives AI agents direct access to IoT devices via the jettyd platform, enabling control and monitoring of ESP32 devices through natural language.

jettydiot/jettyd-mcp

codex-monitor

by naowalrahman

An MCP server that provides monitoring tools for Codex agents, allowing them to create and wait on conditions using commands, log files, file events, and custom probes, replacing polling loops with event-driven blocking.

naowalrahman/codex-monitor

she-mcp

by zxc8661

MCP server for querying Korean occupational safety, health, and chemical regulations, including MSDS, KOSHA GUIDE, and legal information.

zxc8661/safety-health-chemical-mcp

agent-policy-builder-mcp

by glasstape

glasstape/agent-policy-builder-mcp

safe-solana-mcp

by liander-ai

An MCP server providing policy-gated Solana access for AI agents, with read-only operations and guarded transfers that require policy checks and simulation, returning unsigned transactions.

liander-ai/safe-solana-mcp

markview

by paulhkang94

Native macOS markdown preview + MCP server for Claude Code. Swift/SwiftUI, GFM, Mermaid, syntax highlighting. No Electron.

paulhkang94/markview

userinyerface-mcp-server

by a1qa-education

An MCP server that exposes test cases for the userinyerface.com capstone project, providing tools to list and retrieve test case details.

a1qa-education/userinyerface-mcp-server

Remote MCP Server (Authless)

by johnmyz

Deploys a remote MCP server on Cloudflare Workers without authentication, allowing custom tool definitions and SSE endpoint for integration with MCP clients like AI Playground or Claude Desktop.

JohnmyZ/mcp-server

OpenFic MCP

by handsomer89

MCP server for OpenFic, enabling AI assistants to manage writing projects, volumes, chapters, characters, notes, and worldbooks through OpenFic's public HTTP API. Supports read-only mode by default and opt-in write operations with safety confirmations for deletions.

handsomer89/Openfic-MCP

binance-mcp-server

by analyticace

analyticace/binance-mcp-server

remote-mcp-server-authless

by alanchenx

A stateless remote MCP server deployed on Cloudflare Workers without authentication, implementing the MCP 2026-07-28 specification and supporting custom tools. Can be connected to Cloudflare AI Playground and local MCP clients like Claude Desktop via mcp-remote proxy.

alanchenx/remote-mcp-server-authless

sentio

by nturan

Company Change Management Assistant

nturan/sentio

humanized-browser

by stoneliving

This MCP server enables natural, humanized control of a real Chrome browser from Cursor agents, simulating natural mouse paths, typing cadence, and scroll pauses for click, type, scroll, and navigate actions via a Chrome extension.

stoneliving/Humanized-Browser

mcp-project-helper

by pw5rhn4tnn-dotcom

Provides a minimal MCP server with safe tools for AI assistants to search project files, read files, search local documentation, and run pre-approved checks within a single project directory.

pw5rhn4tnn-dotcom/mcp-project-helper

ssh-mcp-server

by xiyueyy

An MCP server that enables remote SSH command execution and bidirectional file transfers through a standardized interface. It allows AI assistants to securely manage remote servers while keeping credentials isolated and applying command-level security controls.

Xiyueyy/ssh-mcp

Teams MCP Server

by linnienaryshkin

A TypeScript-based MCP server that enables AI agents to send messages to Microsoft Teams channels via incoming webhooks. It also includes a ping tool for health checks and connection verification.

linnienaryshkin/mcp

UltraPopper

by pranaav003

A model-free MCP server that enforces an adversarial, Karl Popper-style review loop for Claude Code, catching emergent interaction bugs before implementation.

Pranaav003/ultrapopper

mcp-server-whoop

by yadheedhya06

A local-first, read-only MCP server that provides compact recovery, sleep, strain, HRV, heart-rate, workout, and body-measurement data from WHOOP without sending credentials to a third party.

Yadheedhya06/mcp-server-whoop

style-agent

by jtrslar

Enables style verification and CSS inspection through Chrome DevTools Protocol, using JSON specs to check computed styles, find elements, and interact with pages.

jtrslar/style-agent

OpenSCAD-MCP-Server

by jhacksman

Enables users to generate parametric 3D models from text descriptions or images using multi-view reconstruction and OpenSCAD, with support for AI image generation and remote processing.

jhacksman/OpenSCAD-MCP-Server

PromptX

by deepractice

<div align="center"> <img src="assets/logo/Creative PromptX Duck Logo 4.svg" alt="PromptX Logo" width="120" height="120"/> <h1>PromptX · AI应用原生专业能力增强系统</h1> <p>通过MCP协议为AI应用提供专业角色、记忆管理和知识体系，一行命令，让任何 AI 客户端秒变专业选手。</p> <!-- Badges --> <p> <a href=" "><img src="https://img.shields.io/github/stars/Deepractice/PromptX?style=social" alt="Stars"/></a> <a href="https://www.npmjs.com/package/dpml-prompt"><img src="https://img.shields.io/npm/v/dpml-prompt?color=orange&logo=npm" alt="npm

Deepractice/PromptX

screencye

by veloce-ai-idm

Eyes for text-only LLMs: decodes screenshots into exact structured text (words, coordinates, sizes, colors) using pure-code CV and OCR. Enables text-only models to reason about UI layouts without vision models or VRAM usage.

veloce-ai-idm/deepsee

CodeRAG

by azraf122312

Enables natural-language Q&A over codebases via MCP, using AST-aware chunking, hybrid retrieval, reranking, and call-graph expansion to answer with file:line citations and impact analysis.

azraf122312/RepoSage

pdca-mcp

by wfywfywfy01

Provides read-only query tools for PDCA dealer data (stores, sell-in/out, five-kit, meetings, targets) from production PostgreSQL for AI assistants, supporting stdio and authenticated HTTP transports.

wfywfywfy01/pdca-mcp

safe-code-mcp

by marcojourney

A local MCP server that provides controlled repository access with policy-based file filtering, secret redaction, and audit logging for AI coding agents.

marcojourney/safe-code-mcp

code-ast-mcp

by m-sameerkhan

This MCP server enables AI models to analyze local Python codebases using abstract syntax trees, providing tools for file structure analysis, symbol search, import graphing, docstring auditing, and refactoring prompts without loading entire source files into context.

m-sameerkhan/code-ast-mcp

MCP Salesforce Server

by aiondadotcom

Enables AI assistants to interact with Salesforce through a secure interface for performing CRUD operations, executing SOQL queries, and managing schema discovery. It features a smart learning system that analyzes custom objects and fields to provide intelligent assistance tailored to specific Salesforce configurations.

AiondaDotCom/mcp-salesforce

cloudwatch-mcp

by nikhilchintawar

Enables searching and analyzing AWS CloudWatch logs with support for configurable log groups, time-based searches, and service-specific log stream filtering.

nikhilchintawar/cloudwatch-mcp

mcp-opencitations

by pipeworx-io

Enables querying citation data from OpenCitations, including references, citations, citation counts, and bibliographic metadata for DOIs.

pipeworx-io/mcp-opencitations

NeedRail

by anamized

MCP server for need coordination, enabling agents to discover, fund, claim, and complete Needs with x402 payments and provenance tracking.

ANAMIZED/needrail

patchmon-mcp-server

by weirdchaos

MCP server that connects to PatchMon via its Integration API to query host inventory, patch status, and system details, and optionally delete hosts.

weirdchaos/patchmon-mcp-server

Remote MCP Server (Authless)

by xander557

A template for deploying unauthenticated MCP servers on Cloudflare Workers that can be accessed remotely via SSE from clients like Claude Desktop or the Cloudflare AI Playground.

xander557/remote-mcp-server-authless

weather-mcp

by kaisumi

kaisumi/weather-mcp

nws-mcp-server

by lil-code30

MCP server that integrates the National Weather Service API to fetch weather alerts for US states and forecasts for coordinates.

Lil-Code30/nws-mcp-server

ipython2-mcp

by ledror

Enables running Python 2 IPython sessions via MCP, with tools to install dependencies, start/stop sessions, execute code, and get tab completion.

ledror/ipython2-mcp

jiminy

by cizambra

Serves a versioned constitution (mission and principles) over MCP as a coherence control plane for multi-agent systems, enabling agents to fetch the current direction and receive change notifications.

cizambra/jiminy

HackScout MCP

by ash-blanc

Provides hackathon intelligence for builders by analyzing projects to rank best hackathons, target tracks, and differentiate using fit scoring and public gallery intel.

Ash-Blanc/hackscout-mcp

Open Automation Platform MCP Server

by joenukem

Exposes open automation platform capabilities to AI agents with tools for managing job templates, inventories, collections, EDA activations, audit events, and policy checks, governed by gateway auth, RBAC, and policy enforcement.

joenukem/open-automation-platform-mcp

commerce-operations-mcp

by mukundjha-mj

Helps a commerce operations analyst investigate stuck synthetic orders, diagnose blockers from stored facts, and create auditable human-review escalations without changing fulfillment state.

mukundjha-mj/commerce-operations-mcp

zswarm-mcp

by brandonkramer

Enables coordination of CLI AI agent crews across Zellij terminal panes, allowing users to spawn agents, send prompts, inspect outputs, sync signals, and manage git worktrees via natural language.

brandonkramer/zswarm