The MCP Trust Index.

notify-completion-mcp-server

The MCP server that provides notifications when AI agents complete long-running tasks. This allows you to leave your desktop without forgetting about tasks.

nakat-t/notify-completion-mcp-server

TrueRAG Compliance Policies

Integrates with a TrueRAG GraphQL API to provide state-specific policy information for legal compliance checks, analysis, and regulatory guidance.

ad-veritas/mcp-server-truerag

BracketBot Multi-Robot Control

Enables simultaneous control of multiple robots through a unified interface for movement, sound playback, camera access, and status monitoring with precise velocity control and comprehensive error handling.

bracketbotcapstone/bracketbot-mcp

AgentGuard47

Read-only MCP server for inspecting AgentGuard47 runtime safety framework traces, alerts, costs, and usage metrics.

bmdhodl/agent47

Telegram MCP Server

An MCP server implementation that provides tools for interacting with the [Telegram Bot API](

NexusX-MCP/telegram-mcp-server

Vibing Steampunk (vsp)

An ADT-to-MCP bridge that enables AI assistants to read, write, debug, deploy, and test SAP ABAP code through natural language.

sangvucitek/MCP_SAP

Excel MCP Server

Enables AI assistants to create, read, write, and manipulate Excel files (.xlsx, .xlsm) without requiring Microsoft Excel, including support for charts, pivot tables, data import/export, and professional formatting across Windows, macOS, and Linux.

guillehr2/Excel-MCP-Server-Master

mcp-deepwiki

MCP server for fetch deepwiki.com and turn content into LLM readable markdown

regenrek/deepwiki-mcp

plsreadme

MCP server for sharing markdown/text as beautiful, permanent web pages via plsreadme, with tools to share files/text, update and delete docs, and list previously shared links.

FacundoLucci/plsreadme

perplexity-polza-mcp-server

Enables querying Perplexity AI models via Polza.ai for search, research, and model guidance.

ivanantigravity-lgtm/perplexity-polza-mcp-server

Yourware

Enables direct uploading of web projects to yourware.so hosting platform without leaving your development environment

ai-zerolab/yourware-mcp

Etsy MCP Server

An MCP server for interacting with the Etsy API, enabling listing management, shop information, shipping profiles, and image uploads.

georgejeffers/etsy-mcp-server

infobip/mcp

Infobip MCP server for omnichannel communication and messaging. SMS, RCS, WhatsApp, Viber and more.

infobip/mcp

YApi MCP Server

Enables reading and searching API documentation from YApi instances, allowing AI models to access interface definitions, project API lists, and search through API endpoints using YApi URLs or project IDs.

KO-Good-code/yapi-mcp-server

suno-mcp

Enables AI music generation via Suno AI, allowing users to generate tracks with prompts and styles, and download them as MP3.

Gabrielbief/suno-mcp

Prefect

Integrates with Prefect workflow orchestration platform to enable natural language control over flow management, deployment operations, task monitoring, and infrastructure management with complete CRUD operations across flows, deployments, task runs, work queues, variables, and blocks.

allen-munsch/mcp-prefect

A terminal-native creature collection game for Claude Code. Hatch rare digital buddies, build their affection through interaction, and complete your collection in the BuddyDex.

Rootly MCP server

Lyellr88/buddy-mcp

Google Ads MCP Server

Enables comprehensive Google Ads campaign management and analysis through natural language, including performance metrics, keyword optimization, budget management, and custom GAQL queries.

johnoconnor0/google-ads-mcp

Remembrall

Persistent memory and code dependency graph for AI agents using hybrid semantic search.

roboticforce/remembrallmcp

Vitest MCP Server

Enables AI assistants to run Vitest tests and analyze code coverage, supporting test-driven development workflows with tools for test execution and coverage analysis.

madrus/vitest-mcp-server

Code Assist

Enables code modification and generation tasks through file operations, search-and-replace, and version control integration for automated refactoring and codebase maintenance.

abhishekbhakat/mcp_server_code_assist

MCP Server Generator

Creates, manages, and registers custom MCP servers for Claude Desktop. Enables users to generate and configure new MCP servers through natural language.

SerhatUzbas/mcp-server-generator

liqi888/mcp-server-processon

Converts structured Markdown into ProcessOn mind maps via API, enabling AI agents and tools to create mind maps programmatically.

liqi888/mcp-server-processon

Random Advice Server

Provide users with random advice through a simple and accessible API. Integrate effortlessly with the Model Context Protocol to deliver dynamic, context-aware recommendations. Enhance your applications with real-time, varied advice to engage and assist users effectively.

rftsngl/advicemcp

iconfont-mcp

Enables searching, downloading, and managing SVG icons from iconfont.cn, China's largest icon library. It supports filtering by style, downloading assets to local files, and listing user projects with authentication.

GuoChen-thlg/iconfont-mcp

gbs-toolkit/mcp-server

MCP server for structured GB Studio 4.x project editing, enabling read/patch scripts, scenes, actors, triggers, variables; build ROMs; and sprite generation.

gbs-toolkit/mcp-server

Figma API Integration Server

Integrate Figma's powerful design capabilities into your applications. Leverage the MCP server to interact with Figma's API seamlessly and enhance your workflows. Simplify your design processes by connecting Figma with other tools and services effortlessly.

kailashAppDev/figma-mcp-toolkit

Google Analytics MCP Server

Model Context Protocol server for Google Analytics, enabling LLMs to fetch and analyze web analytics data

ruchernchong/mcp-server-google-analytics

Crow

AI-powered project management with persistent memory, encrypted P2P sharing, and 20+ integrations, enabling your AI assistant to manage projects, share memories, and collaborate securely across platforms.

kh0pper/crow

GraphMemory-IDE

An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph database. GraphMemory-IDE is an MCP server that provides semantic vector search, graph-based knowledge storage, and real-time analytics.

elementalcollision/GraphMemory-IDE

FastIntercom MCP Server

Enables fast, local access to Intercom conversations through intelligent caching and background synchronization. Provides sub-100ms search capabilities for conversation analytics with natural language timeframes and text search.

evolsb/fast-intercom-mcp

UA Slang

Daily-updated dictionary of contemporary Ukrainian internet slang and memes scraped from Threads.

chuprinadaria/ua-slang-mcp

Istio MCP-over-XDSv3 server sample

A sample implementation of a MCP-over-XDSv3 gRPC server for Istio.

antoineco/istio-mcp-sample

Insight Digger MCP

An enterprise-grade data analysis system that enables users to discover data sources, configure analyses, and execute workflows through Claude Desktop. It features intelligent caching, session isolation, and secure JWT authentication for streamlined multi-user data orchestration.

sandsiv/data_narrator_mcp

Clockify MCP Server

Enables AI assistants to interact with Clockify time tracking API to manage time entries, projects, tasks, and workspaces through natural language commands.

aslamanver/mcp_clockify

IaC Memory MCP Server

This is a personal project to see if Claude 3.5 Sonnet can write a moderately complex MCP Server in Python.

AgentWong/iac-memory-mcp-server

akilat-spec/leave-manager-mcp

Track and manage employee time off with quick balance lookups and streamlined applications. Find t…

akilat-spec/leave-manager-mcp

MCP LLM Bridge

MCP implementation that enables communication between MCP servers and OpenAI-compatible LLMs

bartolli/mcp-llm-bridge

Gatherings (Expense Sharing)

Manages shared expenses in social events by tracking costs, calculating reimbursements, and settling balances between friends through a TypeScript wrapper around a Python backend with SQLAlchemy persistence.

abutbul/gatherings-mcp

DB Query

Connects AI models to multiple database systems for executing queries and retrieving results across PostgreSQL, MySQL, and SQLite.

alx99/db-mcp

omnivox-mcp

MCP server for the Omnivox platform used by Quebec CEGEPs. Enables AI agents to access course schedules, grades, MIO messages, evaluations, and documents from Omnivox-based institutions.

Beat-YT/omnivox-mcp

SDLC Tracker

Provides complete Software Development Lifecycle management with SQLite-based tracking for epics, user stories, tasks, bugs, and test cases with stakeholder workflows, audit trails, and collaborative commenting.

avinashsingh/mcp-sdlc-tracker

Development Environment MCP Server

Multi-platform environment detection MCP server for VS Code Copilot integration

0nilinkz/dev-env-copilot

utcp-mcp

All-in-one MCP server that can connect your AI agents to any native endpoint, powered by UTCP

universal-tool-calling-protocol/utcp-mcp

ElevenLabs MCP Enhanced

An enhanced server for ElevenLabs that enables high-quality text-to-speech, voice cloning, and multi-speaker dialogue management. It features advanced conversational tools for transcript retrieval, history tracking, and emotional audio synthesis using the v3 model.

199-mcp/mcp-elevenlabs

Fabric-Analytics-MCP

The Fabric-Analytics-MCP server enables AI agents to interact directly with Microsoft Fabric using natural language. It transforms complex data engineering tasks—such as workspace management, data exploration, and job execution—into intuitive, conversational workflows for LLMs like Claude or GitHub

santhoshravindran7/Fabric-Analytics-MCP

LightRAG MCP Server

Enables AI assistants to manage documents, query knowledge graphs, and perform retrieval-augmented generation using LightRAG with 30 tools and multiple query modes.

lalitsuryan/lightragmcp

Apollo.io MCP Server

Enables AI assistants to interact with the Apollo.io API to search global databases and enrich company and person data. It facilitates managing contacts and accounts, retrieving tech stacks, and finding job postings through natural language.

babicko/Apollo-MCP

arxiv-mcp-server

An MCP server for searching and fetching papers from arXiv

r-uben/arxiv-mcp-server

Documentation Scraper

Provides specialized documentation scraping and retrieval from GitHub, NPM, PyPI, and web pages, enabling accurate reference to up-to-date library documentation without disrupting workflow.

arabold/docs-mcp-server