The MCP Trust Index.

Google Workspace MCP Server

by pauljeyasinghph

Provides unified access to Google Workspace APIs including Gmail, Drive, Sheets, Calendar, Docs, Forms, and Chat through a single interface, enabling email management, file operations, spreadsheet editing, event scheduling, and more via natural language.

PaulJeyasinghph/google-workspace-mcp

PI Doc MCP

by naufal-halal

MCP server that gives AI assistants direct access to live AVEVA PI System documentation, eliminating hallucination on PI-specific topics by fetching real answers from the official docs.

naufal-halal/pi-doc-mcp

Synapse Memory

by raffaelferro

A lightweight MCP server that provides long-term memory for LLMs by storing and retrieving important facts, decisions, and preferences through smart semantic search and automatic organization.

RaffaelFerro/synapse

MSSQL MCP Server

by combiz

Enables AI assistants to interact with Microsoft SQL Server databases through a standardized interface. Supports executing SQL queries, browsing database schemas, and viewing table data with flexible authentication options for both local and Azure SQL databases.

combiz/mssql-mcp-server

Random Number Mcp

by zazencodes

Production-ready MCP server that provides LLMs with essential random generation abilities, built entirely on Python's standard library.

zazencodes/random-number-mcp

M5 Petit Memory

by petitones

An MCP server that gives Claude-based agents persistent long-term memory with semantic search, BM25 hybrid reranking, associative recall, episode grouping, and sleep consolidation.

PetitOnes/m5-petit-memory

tor-browser-mcp

by boti-ormandi

Enables AI agents to control Tor Browser with full anonymity preservation, including navigation, Tor circuit management, and traffic interception.

Boti-Ormandi/tor-browser-mcp

OpenReplay Session Analysis MCP Server

by rsp2k

Enables AI assistants to analyze OpenReplay session recordings for user behavior patterns, problem detection, and actionable insights through session search, journey analysis, and AI-powered summaries.

rsp2k/openreplay-mcp-server

EMQX MCP Server

by benniu

A Model Context Protocol (MCP) server implementation that provides EMQX MQTT broker interaction.

Benniu/emqx-mcp-server

llm-wiki-mcp

by flsteven87

Persistent markdown wiki for your AI agent, built on Karpathy's LLM wiki gist.

flsteven87/llm-wiki-mcp

forge-mcp

by pm577

Enables agents to carry portable reputation across platforms, with tools for registering agent identities, vouching, verifying trust, and managing memory.

pm577/forge-mcp

mml-composemusic-mcp

by takashi000

MCP server for composing retro chip music (2A03 APU) using MML. It provides tools to generate WAV files, validate syntax, and create templates.

takashi000/mml-composemusic-mcp

octopus-mcp

by danielchicot

Lets Claude analyse your Octopus Energy account: usage, costs, tariff comparisons, Saving Sessions, Octoplus rewards.

DanielChicot/octopus-mcp

OpenClaw Consensus MCP

by miconnm

Multi-model consensus inside MCP clients: compare answers, surface disagreement, and escalate only when needed. It wraps the OpenClaw Consensus API as three MCP tools for consensus, disagreement scoring, and cheapest route selection.

MICONNM/openclaw-consensus-mcp

townshipamerica-mcp

by townshipamerica

MCP server for converting PLSS legal descriptions to GPS coordinates and vice versa, enabling AI agents to work with U.S. Public Land Survey System data.

townshipamerica/python-mcp

web-to-markdown-mcp

by sidney

Fetches a URL and returns the main content as clean Markdown, using plain HTTP when possible and headless Chromium for JavaScript-rendered or bot-protected pages.

sidney/web-to-markdown-mcp

Pisama MCP Server

by pisama-ai

Enables analysis of AI agent traces to detect and fix failures using heuristic detectors, with no LLM calls required.

Pisama-AI/pisama-python

QQ MCP Server

by is-junze

Enables sending QQ messages automatically via Claude Code using Windows UI automation, no Bot API required.

Is-JunZe/qq-mcp-plugin

upservice-mcp

by alexherbaly

Manages employees, projects, sprints, tasks, tags, directories, and channel messages via the Upservice Public API.

alexherbaly/upservice-mcp

Auto-OM

by atoncooper

Provides remote Linux server automation through SSH connections with tools for file management, text processing, system monitoring, process management, network operations, compression, and package management.

atoncooper/auto-om

CRM AI MCP

by csoai-org

CRM AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/crm-ai-mcp

neoland

by voidnxsec

Finishing

VoidNxSEC/neoland

Kubernetes MCP Server

by dkeeno

An MCP server for generating Kubernetes manifests (deployments, services, configmaps, secrets, ingresses, namespaces) and performing kubectl operations like apply, delete, get, describe, logs, and exec.

dkeeno/kubernetes-mcp-server

Weather MCP Server

by shhzs

Enables real-time weather queries for 12 major Chinese cities and global cities using the wttr.in API without an API key, with tools for weather, city listing, and server info.

shhzs/weather-mcp-server

Gelbooru Mcp

by citronlegacy

A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatible client (Claude Desktop, Cursor, etc.) to search posts, look up tags, and generate Stable Diffusion prompts from real character appearance data — all directly from your AI assistant.\r\n\r\n

citronlegacy/gelbooru-mcp

lxmusic

by tiancheng91

Multi-source music search and playback MCP server supporting QQ Music, NetEase Cloud, and local files with playlist management.

tiancheng91/lxmusic

Awesome Well Structure MCP

by elf004-star

Automatically generates borehole structure diagrams from well data, supporting multiple well types and returning simplified image paths to reduce token usage.

elf004-star/elf004GH_vault_awesome_well_structure

Hive Mind MCP Server

by jahanzaib-kaleem

Automatically generates and maintains living documentation for codebases by creating hierarchical hivemind.md files and flowchart diagrams at every directory level, enabling AI navigation and real-time or retroactive documentation of code structure, requirements, and dependencies.

Jahanzaib-Kaleem/hive-mind-mcp

mcp-database

by justpoypoy

MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) enabling SQL queries, table exploration, and Redis key-value operations.

justpoypoy/mcp-database

MCP Blueprint

by meob

A configuration-driven framework for building MCP servers that expose domain-oriented tools (e.g., get_customer, get_database_sizes) instead of generic SQL interfaces, by loading tool metadata and SQL queries from declarative packs.

meob/mcp-blueprint

AgenticStore

by agenticstore

Open-source AI agent toolkit providing code analysis, security scanning, web search, and persistent memory tools.

agenticstore/agentic-store-mcp

evermemos-mcp-server

by wyh0626

Enables AI coding assistants to store and retrieve persistent long-term memory across sessions, remembering project preferences, build steps, and architecture decisions.

wyh0626/evermemos-mcp-server

Response MCP Server

by markolauren

Enables agentic SecOps by executing Microsoft Defender XDR response actions (device isolation, antivirus scans, forensic collection, incident management) through natural language with orchestrators like GitHub Copilot.

markolauren/ResponseMCP

mcp-server-ai-bot

by abdurxcode

An MCP server integrating Google Gemini LLM for intelligent customer service, providing chat, analytics, and tools for customer data interaction.

AbdurXCode/mcp-server-ai-bot

AI Memory Protocol

by bburda

Versioned, graph-based persistent memory for coding agents using Sphinx-Needs with typed entries, relationship tracking, confidence scoring, and stale detection.

bburda/ai_memory_protocol

MCP Integration example with Telegram

by arananet

A Python-based Model Context Protocol (MCP) client and server that enables LLMs to send notifications via Telegram and receive user responses.

arananet/mcp-telegram-poc

DEX Pools MCP

by kukapay

An MCP server that provides AI agents with real-time access to DEX liquidity pool data, enabling smarter trading, analytics, and automated strategies.

kukapay/dex-pools-mcp

agentcheckpoint

by erniomaldo

An atomic key-value store for AI agent coordination, ensuring agents always work with the latest state.

erniomaldo/agentcheckpoint

Finance Intelligence MCP Server

by menlopy

A production-grade MCP server that provides AI assistants with real-time financial market data, company metrics, and historical prices using yfinance and FastMCP.

menlopy/finance-intelligence-mcp

Google Trends MCP Server

by cryptoken

Enables AI assistants to access Google Trends data for comparing keywords, discovering trending searches, and analyzing regional interest through natural language.

cryptoken/GoogleTrendsMCP

Paper Search MCP Server

by h-lu

Enables searching, downloading, and reading academic papers from multiple platforms including arXiv, Semantic Scholar, PubMed, bioRxiv, medRxiv, IACR, Google Scholar, RePEc/IDEAS, and Sci-Hub with PDF to Markdown conversion.

h-lu/paper-find-mcp

gophish-mcp

by dan1t0

An MCP server that provides a complete interface to the GoPhish API for managing phishing campaigns, groups, templates, landing pages, SMTP profiles, and users through natural language commands.

dan1t0/gophish-mcp

Yunleng

by chenlaoshiyf

A camera vision MCP server that lets AI agents capture frames, control camera parameters, recognize gestures, detect objects, and analyze scenes via local vision models.

ChenLaoshiYF/yunleng

shell-sieve

by yulinlina

An MCP server that executes shell commands and intelligently compresses, filters, and extracts errors from verbose output to save AI agent context windows. It strips ANSI, collapses repetitive lines, and always preserves error information.

yulinlina/shell-sieve

Zoho CRM MCP Server

by asklokesh

A Model Context Protocol server for integrating Zoho CRM with GenAI applications, enabling AI assistants to interact with CRM data through a standardized interface.

asklokesh/zoho-crm-mcp-server

TrainingPeaks MCP

by lsantome

Connect TrainingPeaks to Claude and other AI assistants via the Model Context Protocol to query workouts, build structured intervals, manage calendar, track fitness trends, and control training through natural conversation.

lsantome/Trainingpeaks-MCP

CentauriMCP

by zant0p

Enables safe, controlled remote operation of the Elegoo Centauri Carbon 3D printer with real-time monitoring, file management, and print control via the SDCP protocol.

zant0p/CentuariMCP