The MCP Trust Index.

Windows Terminal

by capecoma

Enables interaction with the Windows command line interface, allowing for writing commands, reading terminal output, and sending control characters for automation tasks and integrations.

capecoma/winterm-mcp

bunkervm

by ashishgituser

Enables time-travel debugging for AI agent sandboxes using Firecracker microVMs, with tools for code execution, file operations, and VM snapshot/restore via MCP.

ashishgituser/bunkervm

finterm

by yumima

financial terminal on localhost

yumima/finterm

mcp-token-saver

by talap-creator

Real-time Claude.ai subscription awareness for AI coding assistants. Surfaces live utilization, forecasts limits, gates expensive operations, and measures real per-task cost.

Talap-creator/mcp-token-saver

Hybrid Vision MCP Server

by sameersemna

Bridges local vision engines (Tesseract.js OCR and Sharp preprocessing) with Ollama vision models for image analysis, comparison, text localization, and browser screenshot annotation over MCP-compliant HTTP/SSE transports.

sameersemna/hybrid-vision-mcp

graphiti_mcp

by apexneural-hansika

Provides persistent memory and context continuity for AI agents using Zep's Graphiti and Neo4j graph database. Enables storing, retrieving, and linking memories to build a knowledge graph accessible across Cursor and Claude.

apexneural-hansika/graphiti_mcp

remote-mcp-server-authless

by srtekboxai-beep

This is a stateless remote MCP server deployed on Cloudflare Workers without authentication, allowing users to register custom tools and connect to MCP clients such as Cloudflare AI Playground or Claude Desktop.

srtekboxai-beep/remote-mcp-server-authless

veridigit

by qinisolabs

Verified validation of structured identifiers — IBAN, payment cards, ISBN-13 and VIN — for AI agents. Runs the real checksum algorithms (mod-97, Luhn, mod-10, ISO 3779) instead of letting the model guess, and returns structured results with clear errors.

qinisolabs/veridigit

gitlog-mcp

by maniasacha

Give your AI coding agent superpowers over git history — auto-generate changelogs, analyze commits, attribute blame, and draft release notes via MCP. Zero runtime dependencies.

ManiaSacha/gitlog-mcp

Alibaba Cloud MCP Server

by ahmedselimmansor-ctrl

Enables AI assistants to manage Alibaba Cloud resources via natural language, with explicit tools for common services and a universal API invoker for full cloud coverage.

ahmedselimmansor-ctrl/Alibaba_cloud_MCP_server

Apple Notes on Steroids

by krisxsee

MCP server for Apple Notes enabling read, search, write, and sync of notes with high fidelity, including styles, attachments, and bidirectional Markdown sync.

krisxsee/apple-notes-on-steroids

mcp-local-llm

by aplaceforallmystuff

MCP server that lets Claude Code delegate mechanical tasks to a local LLM for summarization, classification, extraction, and drafting.

aplaceforallmystuff/mcp-local-llm

Figma Context Cache MCP

by aysllagomes

An MCP server that provides cached, refreshable, and structured Figma context for AI coding assistants, reducing API calls and latency by storing node responses locally.

AysllaGomes/figma-context-cache-mcp

kimi-code-mcp

by oni-chan69

Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 through the Model Context Protocol, with session caching and parallel processing to reduce costs and time.

oni-chan69/kimi-code-mcp

Scrapling MCP Server

by santhosh-p653

Enables MCP-compatible AI clients to extract live web content and convert it into structured Markdown for LLM ingestion, RAG pipelines, and agentic workflows.

Santhosh-p653/aws-mcp-test

Netmind-MCPServer-MCP

by protagolabs

protagolabs/Netmind-MCPServer-MCP

CommerceOps MCP Server

by krishcode264

CommerceOps MCP Server is an AI-native Model Context Protocol server for e-commerce operations, enabling AI agents to autonomously diagnose and resolve operational exceptions such as stuck orders, missed payment webhooks, warehouse delays, and oversold inventory, with built-in safety guardrails and audit logging.

Krishcode264/commerce-ops-mcp

Nano Banana MCP Server

by nh-5

An MCP server that enables image generation using Google's Gemini Nano Banana Pro model via the Google AI Studio API. Users can generate and save images locally by providing text prompts through MCP-compatible clients.

NH-5/nanobanana-mcp-server

ruru-swbot-mcp

by arrow2nd

Enables control of SwitchBot devices by name, reducing the risk of AI misidentifying device IDs.

arrow2nd/ruru-swbot-mcp

Shop Database MCP Server

by slavamirgit

This server lets AI agents discover a SQLite shop database schema, compose read-only analytical SQL, and determine which questions the database cannot answer.

slavamirgit/shop-mcp

voiceconsole

by anyuer678

A local MCP server that lets users control their computer via voice commands, executing CLI tools, searching files, and receiving spoken feedback, with safety gating and confirmation.

anyuer678/voiceconsole

chrome-local-mcp

by thronapple

Lightweight MCP server for controlling a Windows Chrome instance from WSL, designed for AI coding agents with minimal token overhead and human-in-the-loop support.

thronapple/chrome-local-mcp

Vulcanus

by sunsatosolutions

Vulcanus turns a Git-versioned Markdown vault into structured project memory for coding agents. recall returns a project's capsule plus the read-next list, and warns when the capsule is older than the decisions beneath it. search ranks by layer, so the cheapest sufficient note surfaces first. Writes are scoped: update_capsule replaces one named section instead of rewriting the file, and `app

sunsatosolutions/Vulcanus

openclaw-unity-plugin

by tomleelive

55 MCP tools to drive the Unity Editor from any MCP-compatible AI agent — scenes, GameObjects, prefabs, assets, tests, and builds. OpenClaw gateway included for remote and chat access.

TomLeeLive/openclaw-unity-plugin

TikTok Agent Publisher

by davidmosiah

Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and live uploads.

davidmosiah/tiktok-agent-publisher

mcp-fabric-api

by mkoziel2000

MCP server for Microsoft Fabric REST APIs that enables data engineers and analysts to manage Fabric components using AI assistants.

mkoziel2000/mcp-fabric-api

buffette-code-mcp-server

by buffettcode

buffett-code apiをバックエンドにしたMCP Server

BuffettCode/buffett-code-mcp-server

eyes-mcp

by jamesbbbriz

Gives text-only LLMs local vision by providing a local VLM and OCR via MCP, enabling agents to analyze screenshots and extract text from images.

JamesbbBriz/eyes-mcp

appsgolem-mcp

by apancyborg

Enables AI agents to cut YouTube clips programmatically via the AppsGolem API, supporting multiple formats, batch cuts, and direct download URLs.

apancyborg/appsgolem-mcp

user-web-feedback

by hyperherox

Enables AI-assisted user feedback collection and management via a web interface, with MCP integration for automated replies and tool execution.

HyperHeroX/user-feedback-web

phonepi-mcp

by priyankark

PhonePi MCP enables seamless integration between desktop AI tools and your smartphone, providing 23+ direct actions including SMS messaging, phone calls, contact management, snippet creation and search, clipboard sharing, notifications, battery status checks, and remote device controls.

priyankark/phonepi-mcp

continue-sourcecode

by zandysh

ZandySH/continue-sourcecode

remote-mcp-server-authless

by dojododo

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling use with Cloudflare AI Playground and local clients via mcp-remote proxy.

DojoDodo/remote-mcp-server-authless

hive-mcp-swap

by srotzin

Agent-native vAMM DEX enabling swaps across USDC, USDCx, USAD, and ALEO with real Base L2 settlement and ZK-private routing.

srotzin/hive-mcp-swap

incident-copilot

by varshini1612

MCP server for investigating cloud incidents and managing approvals. Provides read-only tools to list incidents, investigate incidents, and list approvals, keeping remediation behind human approval.

Varshini1612/ai-incident-response-copilot

hilma

by pipeworx-io

Provides access to Finnish government public procurement notices. Enables querying procurement data via natural language through the Pipeworx gateway.

pipeworx-io/mcp-hilma

mcp-media-engine

by tr1ckymag1ca1

MCP server for AI-powered image, audio, and video generation, enabling media creation directly from Claude, Cursor, and other MCP clients.

Tr1ckyMag1ca1/mcp-media-engine

mcp-docker-agentic

by jahrulnr

Enables agentic Docker container operations including file read/write, command execution, and interactive TTY sessions via the local Docker binary.

jahrulnr/mcp-docker-agentic

soif-mcp

by unchained-labs

MCP server for estimating the water footprint of LLM usage and comparing models by water cost.

Unchained-Labs/soif-mcp

Rendershot/rendershot-mcp-server

by rendershot

Enables AI agents to capture screenshots and generate PDFs from URLs or HTML via the Rendershot API.

Rendershot/rendershot-mcp-server

rag-mcp-server

by q6066697

Exposes hybrid retrieval (dense embeddings + BM25 + RRF) and document operations (search, fetch, rerank) as MCP tools, using Qdrant and OpenAI embeddings for local or server mode.

q6066697/rag-mcp-server

diataxis-mcp-server

by willermo

Enables agents to classify, audit, and plan documentation using the Diataxis framework with deterministic heuristics and no external LLM calls.

willermo/diataxis-mcp-server

MCP Quickstart Weather Server

by veysby

A basic MCP server adapted from the official quickstart guide that provides weather data functionality and works with OpenAI chat completions API. Demonstrates MCP server setup with configuration examples for Claude Desktop and development tools.

veysby/mcp-quickstart