The MCP Trust Index.

sudocode

by sudocode-ai

Lightweight agent orchestration dev tool that lives in your repo

sudocode-ai/sudocode

Run Shell Command

by benyue1978

Enables direct execution of shell commands from chat interfaces, creating a bridge between natural language prompts and local system operations for quick developer workflows.

benyue1978/run-command-mcp

MCPサーバの作り方 & 使い方

by bcrikko

What is MCP Server/Client ?

BcRikko/lab-mcp

WhatsApp MCP Server (TypeScript)

by aukik

Enables AI agents to interact with your personal WhatsApp account to search messages, list chats, and send messages. It stores all authentication and message data locally using SQLite for privacy and direct multi-device API connection.

aukik/whatsapp-mcp-ts

MCP Perplexity Server

by sibbl

A MCP Perplexity API server written in Typescript with stdio and SSE transport support.

sibbl/mcp-perplexity-api

MCP Storybook Image Generator

by falahgs

Generates children's storybook illustrations in multiple art styles (3D cartoon, watercolor, pixel art, hand drawn, claymation) with matching stories using Google's Gemini AI.

falahgs/MCP-Storybook-Image-Generator

arch-viewer

by axumquant

Provides AI-powered architecture analysis and visualization of codebases, exposing 17 MCP tools for querying components, dependencies, and generating interactive diagrams.

axumquant/arch-viewer

Excel MCP Server

by kousunh

Enables AI assistants to perform comprehensive Microsoft Excel operations including data analysis, cell editing, advanced formatting, and VBA execution on Windows systems. It provides a structured workflow for managing workbooks and worksheets through a dedicated Model Context Protocol interface.

kousunh/Excel-mcp-server

Greeting

by akaramanapp

Enhance your applications with personalized greeting capabilities. Easily integrate and customize greetings to improve user engagement and experience. Leverage the power of the Model Context Protocol to create dynamic interactions effortlessly.

akaramanapp/greeting

sacloud-mcp

by hidenorigoto

hidenorigoto/sacloud-mcp

Rockhopper-Co/mcp-server

by rockhopper-co

Rockhopper MCP server — expose file metadata, versions, reviews, and comments to AI tools

Rockhopper-Co/mcp-server

InSite

by jowharshamshiri

A comprehensive browser automation MCP server using Playwright, offering 50+ tools for page control, element interaction, content extraction, and more across multiple browser engines.

jowharshamshiri/insite

mcp-n8n-builder

by spences10

🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.

spences10/mcp-n8n-builder

openscad-mcp-server

by fboldo

Renders PNG previews and STL geometry from OpenSCAD source code, enabling iterative agent-driven CAD workflows.

fboldo/openscad-mcp-server

formio/ai

by formio

Form.io MCP Server

formio/ai

mcp-ups

by markswendsen-code

MCP server for UPS package tracking and shipping services using browser automation. Supports tracking packages, getting shipping rates, finding locations, and scheduling pickups.

markswendsen-code/mcp-ups

obsidian-ts-mcp

by dickiedyce

A Model Context Protocol server that wraps the official Obsidian CLI to allow AI agents to read, write, search, and manage notes within an Obsidian vault. It provides 16 specialized tools for comprehensive vault interaction, including note management, task tracking, and metadata manipulation.

dickiedyce/Obsidian-TS-MCP

crypto-mcp

by 1595901624

A Model Context Protocol server for AES encryption and decryption, supporting various modes, padding, and input/output formats for secure data handling.

1595901624/crypto-mcp

systems-thinking-mcp

by davidpanter

Provides systems thinking models as composable analysis lenses for architecture, infrastructure, DevOps, incident analysis, and technical decision-making.

davidpanter/systems-thinking

BigQuery MCP Server

by suganthan-mohanadasan

An MCP server for BigQuery that lets Claude answer questions about your search and analytics data, providing real analysis with verdicts and recommendations, not just raw query results.

Suganthan-Mohanadasan/Suganthans-BigQuery-MCP-Server

Materio MCP Server

by materioa

Enables AI assistants to search and read Materio's educational PDF resources directly, without manual file uploads.

Materioa/mcp-server

garmin-mcp-server

by vnglst

Connects Claude Desktop to your Garmin Connect running data stored locally in SQLite, enabling querying, syncing, and AI analysis of fitness activities.

vnglst/garmin-mcp-server

Elevate

by laukikpatade

A self-healing MCP server that compiles verified skills for legacy and internal web apps, allowing AI agents to interact with them deterministically and securely.

LaukikPatade/Elevate

DocFS

by feli0x

Read-only filesystem MCP server with .gitignore filtering, multi-root support, and cache for efficient file exploration.

feli0x/docfs

mechanic-mcp

by lightward

Enables searching, fetching, and customizing Mechanic tasks and documentation for Shopify automation. Provides offline access to bundled task library and docs with tools for task code, docs content, and similar task suggestions.

lightward/mechanic-mcp

universal-db-mcp

by the-rings

Enables AI assistants to query and analyze databases using natural language through MCP and HTTP API. Supports 17+ databases and integrates with 55+ platforms.

the-Rings/multi-db-mcp

Searcharvester MCP Server

by mayunfei

A self-hosted web search and page extraction service adapter that bridges your Searcharvester instance to LLM clients like Claude, enabling native web search and content extraction with failover and automatic pagination.

MaYunFei/searcharvester-mcp

yandex-marketing-mcp

by skiddgoddamn

MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wordstat keyword research, and Yandex Webmaster SEO tools, with self-configuring OAuth; provides 153 tools for complete ad and search workflows from AI assistants.

skiddgoddamn/yandex-marketing-mcp

KnowBe4 MCP Server

by mirage-security

Enables AI assistants to interact with KnowBe4 security awareness training data via the KnowBe4 Reporting REST API.

mirage-security/knowbe4-mcp-server

BagOS

by edycutjong

MCP server for Bags on Solana. Reads token analytics, creator-fee data and trade quotes; executes swaps and fee claims only behind a token gate, a hard SOL spend cap, and a single-use confirmation token bound to the exact arguments. The first call to a write tool signs nothing — it returns a preview. 14 tools, 337 tests at 100% coverage enforced in CI, mainnet-only writes, npm provenance.

edycutjong/BagOS

jakegaylor-com-mcp-server

by jhgaylor

An MCP server that provides echo resource, tool, and prompt functionality for testing and demonstration.

jhgaylor/ai-jakegaylor-com

arkime-mcp-server

by swannman

An MCP server for Arkime full packet capture that enables AI assistants to search network sessions, investigate traffic patterns, and monitor capture health through various network analysis tools.

swannman/arkime-mcp-server

Roblox Studio MCP

by aaronaalmendarez

Connects AI assistants to Roblox Studio, enabling them to interact with instance hierarchy, edit Luau scripts, manage properties, and sync files over a local connection.

aaronaalmendarez/roblox-mcp

Doubao Vision MCP Server

by kira4094

Enables image understanding using Doubao vision models via MCP, supporting local file paths and URLs with customizable prompts.

kira4094/doubao-vision-mcp-server

OpenAPI

by blackkspydo

Loads OpenAPI specifications from URLs or files to provide endpoint discovery, schema analysis, payload validation, sample data generation, and cURL command creation for REST API integration workflows.

blackkspydo/openapi-mcp

claude-openai-image-mcp

by theosera

A security-first MCP server that generates images via OpenAI's image model (gpt-image-2) and returns them as MCP image content, usable from Claude Code, Claude Desktop, and other stdio MCP clients.

theosera/claude_openai_image_mcp

OKX DEX MCP Server

by nith567

Enables gasless token swaps across multiple chains using OKX DEX aggregation and Biconomy MEE, allowing users to execute swaps via natural language without needing native gas tokens.

Nith567/sei-mcp

Forgejo MCP Server

by nsvk13

A Model Context Protocol (MCP) server that provides Claude Desktop with tools to interact with Forgejo repositories, including listing repos, issues, and reading files.

nsvk13/forgejo-mcp-server

theYahia/travelpayouts-mcp

by theyahia

MCP server for the Travelpayouts (Aviasales) API. It provides 13 tools for flight search, price calendars, hotel search, and airport/airline/city lookup.

theYahia/travelpayouts-mcp

Context Bunker MCP

by tonghaoch

An MCP server that indexes your codebase using tree-sitter AST parsing and gives AI tools instant access to structural intelligence like dependency graphs, call trees, and dead code detection from a local SQLite database.

tonghaoch/context-bunker-mcp

intenttext

by intenttext

IntentText MCP server lets AI agents parse, validate, query, diff, and render IntentText (.it) documents. It exposes 9 tools for safe parsing, workflow validation, HTML/print rendering, template merging, and round-trip source generation.

intenttext/intenttext-mcp

Vybog MCP Server

by chirag1749

MCP server for the Fund Tracking System, enabling agents to manage lending business data such as entities, borrowers, investors, deals, and referrals with full CRUD and bulk operations.

chirag1749/fts-mcp

obsidian-vault-mcp

by lithial

Manages feature documentation and bug tracking inside an Obsidian vault, organized by project, enabling project listing, feature doc writing, bug filing, status updates, and retrieval.

Lithial/obsidian-vault-mcp

DeployGuru

by vedanttathe

VedantTathe/DeployGuru

mcp-mermaid-validator

by rtuin

A Model Context Protocol server that validates and renders Mermaid diagrams.

rtuin/mcp-mermaid-validator

openpanel

by openpanel-dev

OpenPanel is an open-source web and product analytics platform, an open-source alternative to Mixpanel with optional self-hosting.

Openpanel-dev/openpanel

ue5-mcp-bridge

by natfii

MCP server bridging AI assistants to Unreal Engine 5 editor

Natfii/ue5-mcp-bridge