The MCP Trust Index.

bar-assistant-mcp

by talvola

MCP server for Bar Assistant that enables searching cocktails, managing ingredients, shelves, shopping lists, and collections via natural language.

talvola/bar-assistant-mcp

ctbcsec-api-mcp-server

by mofesto

Enables LLMs to interact with CTBC Securities CTS Trading API for stock, futures, and options trading operations, including order placement, account management, and position queries.

Mofesto/ctbcsec-api-mcp-server

Filesystem

by bsmi021

Integrates with local filesystems to enable file operations, analysis, and manipulation across various file types and structures.

bsmi021/mcp-filesystem-server

google-chat-mcp

by yashasawarokt

An MCP server that connects Claude to your Google Chat workspace, enabling search of messages, spaces, and DMs with automatic resolution of real display names.

yashasawarokt/google-chat-mcp

MCP with Gemini Tutorial

by guibibeau

Building MCP Servers with Google Gemini

GuiBibeau/mcp-gemini-tutorial

PDF Memo MCP Server

by ychoi-kr

Enables safe interaction with PDFs, including listing files, extracting highlights with exact text, reading annotations and page text, and viewing metadata, all restricted to configured directories.

ychoi-kr/pdf-memo-mcp

Upstox MCP Server

by adibhattar95

A lightweight, plugin-based MCP server for trading and fund analysis using Upstox APIs.

adibhattar95/upstox-mcp-server

Expense Tracker MCP

by mohit067

Enables management of expenses via SQLite database, including adding, listing, updating, deleting, filtering, and summing expenses through natural language.

Mohit067/MCP_Claude

Understand-Anything MCP Server

by viethoangnguyenle

Enables AI assistants to deeply understand codebases via Knowledge Graphs, supporting fuzzy search, architecture layer queries, call chain tracing, impact analysis, and domain knowledge with multi-project support.

VIethoangnguyenle/Understand-Anything-MCP

rag-mcp

by ma-fee

A RAG service based on FastMCP that enables document indexing and retrieval (keyword/vector search) through the MCP protocol.

Ma-fee/RAG_MCP

GitHub MCP Server with Organization Support

by websyteai

GitHub MCP server with organization support

WebsyteAI/github-mcp-server

PolyAI Agent Studio MCP Server

by shawnwun

Enables access to PolyAI Agent Studio Cursor rules via MCP tools for listing, retrieving, and searching rules, making them usable by any MCP-compatible client.

shawnwun/polyai-agent-studio-mcp

Noves MCP Server

by noves-inc

Enables AI assistants to access and explain blockchain data across 100+ networks using natural language, without requiring authentication.

Noves-Inc/noves-mcp

Azure SQL MCP Server

by carlosgutierrezch

Enables querying, exploring, and interacting with Azure SQL databases through MCP-compatible clients like Claude Desktop.

carlosgutierrezch/mcp_component

MCP OCI Logan Server

by adibirzu

Connects Claude to OCI Logging Analytics for natural language querying and analysis of security logs, including detection catalog, MITRE ATT&CK integration, and cross-log correlation.

adibirzu/mcp-oci-logan-server

FastMCP Beginner MCP Servers

by papasmurf79

A beginner-friendly collection of MCP server implementations demonstrating calculator tools, web APIs with SSE transport, and RSS feed integration for AI agents. Includes examples using stdio and HTTP transports with validation via MCP Inspector.

Papasmurf79/MCPServerProject

DataLakeHouseMCP

by zabi82

Enables AI-powered MCP clients to interact with data lakehouse components including Kafka, Flink, and Trino/Iceberg for managing topics, jobs, catalogs, and executing queries.

Zabi82/DataLakeHouseMCP

power-point-mcp

by timon-strauss

Enables Claude to read, create, and edit a single pre-bound PowerPoint file via MCP tools, with security bound to one specific .pptx file.

timon-strauss/power-point-mcp

rlm-mcp-server

by wgthomas

Provides recursive language model capabilities to AI assistants, enabling efficient exploration of large contexts through iterative Python code execution.

wgthomas/rlm-mcp-server

Tidio MCP Server

by adrmrn

Integrates the Tidio customer service platform with LLMs, enabling management of conversations, contacts, tickets, and operators through natural language.

adrmrn/tidio-mcp

rag-mcp

by jemplayer82

MCP server for Fathom Works RAG that exposes a self-hosted knowledge base as tools for any MCP-capable LLM to query documents, manage libraries, and ingest files or URLs.

Jemplayer82/rag-mcp

Stock Analysis MCP Server

by neharoy25

Offers real-time stock prices, sector and historical analysis, top performers for NSE and global markets, plus stock-specific and general market news with intelligent caching and fallback data.

nehaRoy25/stocks-analysis-with-MCP

Alpaca MCP Gold Standard

by joravetz

A comprehensive MCP server for professional trading operations with Alpaca, providing 31 tools for account management, market data, order execution, custom strategy execution, and advanced portfolio analytics with intelligent position classification.

JOravetz/alpaca-mcp-gold

Athena

by vis-3

A local academic research assistant that indexes PDFs into a searchable vector library and exposes MCP tools for semantic search, claim extraction, contradiction detection, and multi-step research synthesis.

Vis-3/Athena

google-mcp-server

by psckeithw

An MCP server that enables AI assistants to read, search, and act on Google Workspace services including Gmail, Drive, Docs, YouTube, and Calendar.

psckeithw/mcp-google

Stock Analyzer MCP

by codewithadvi

Production-grade MCP server that enables AI assistants to access real-time financial market data with intelligent fallback mechanisms, supporting stock prices, comparisons, fundamentals, and market summaries via Yahoo Finance and CSV.

codewithadvi/StockAnalyzerMCP

safeagent-token-safety

by aigen-protocol

Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, LP lock verification across 6 EVM chains. Score 0-100 with risk flags. ERC Token Safety Score standard.

Aigen-Protocol/erc-token-safety-score

Wazuh SIEM Agent System

by flybfree

A Claude-powered MCP tool suite for interacting with a Wazuh SIEM manager, enabling triage, health monitoring, threat hunting, rule management, and active response execution.

flybfree/wazuh-agent

Microsoft 365 MCP

by xyz50270

Enables LLMs to manage your Microsoft 365 calendar, tasks, and email via Microsoft Graph API, acting as a personal secretary.

xyz50270/Microsoft-Calendar-MCP

Feature Suggestions (Supabase)

by adiletd

Connects AI assistants to a Supabase database for querying feature suggestions, enabling direct access to feature request data within conversations without manual database queries.

adiletd/feature-request-collection-mcp

CloudreveMCP

by bei123

MCP server integrating Cloudreve with downloaders for Douyin, Bilibili, and Netease, enabling login, parsing links, downloading, and uploading to cloud storage with direct links.

bei123/CloudreveMCP

Apstra Mcp Server

by vignitin

Python script to test Model Context Protocol (MCP) server for Juniper's Apstra Fabric manager's APIs.

vignitin/apstra-mcp-server

Trader Journal MCP

by cepharsbonacci

Provides AI-powered trading analytics and coaching by analyzing historical trades to identify strategies, emotional patterns, and behavioral mistakes via MCP tools.

CepharsBonacci/trader-journal-mcp

playwright-accessibility-mcp-server

by deepakkamboj

Enables accessibility testing using Playwright and Axe, allowing users to scan URLs, HTML content, and batches for violations, and summarize results.

deepakkamboj/playwright-accessibility-mcp-server

Blender MCP Server

by gajanm

Enables AI agents to control Blender 3D software through natural language commands, supporting object creation, manipulation, materials, rendering, and scene management with 22 tools organized across 6 categories.

gajanm/afterquery_mcp

notebook-agent-mcp

by kjh-sun

Enables AI agents to execute Jupyter notebook cells with persistent kernel state, output persistence, and structured JSON control surface.

KJH-Sun/jupyter-kernel-mcp

campaign_chest

by dsddet

Provides 35 MCP tools for automated marketing campaigns, integrating event management, booking, and email marketing into a deterministic pipeline for AI agents.

dsddet/campaign_chest

Linear

by argia-andreas

Bridges Linear's project management platform by retrieving user todo tickets via user ID or email, enabling seamless integration of project context into workflow tools.

argia-andreas/linear-mcp-server

sfskills-mcp

by pranavnagrecha

Provides live-org context for AI assistants with tools to search skills, agents, templates, decision trees, and query Salesforce metadata (Apex, LWC, objects, fields, etc.) via MCP.

PranavNagrecha/AwesomeSalesforceSkills

imagen-mcp

by michaeljabbour

Enables intelligent multi-provider image generation through OpenAI and Google Gemini APIs with automatic provider selection, support for reference images, real-time data grounding, and conversational refinement.

michaeljabbour/imagen-mcp

AgenSysAdmin

by e13ctr0n

MCP server for remote Linux server administration via SSH, integrating with Claude Code to manage Ubuntu/Debian servers.

E13ctr0N/AiSysAdmin

alaya

by luke-kucing

Enables Claude Code to serve as the primary interface for a personal knowledge vault (zk or Obsidian), allowing full read, write, search, and synthesis operations on notes.

luke-kucing/alaya

edstem_mcp

by donpham7

An MCP server that allows AI assistants to access EdStem course discussion boards, including listing courses, fetching posts, searching, and retrieving thread details, with automated SSO login support for Georgia Tech.

donpham7/edstem_mcp

Slack MCP Server

by bahakizil

Enables AI-powered Slack workspace management with 18+ tools for messaging, channel management, conversation analysis, and real-time bot responses. Features an autonomous AI agent that can plan and execute complex multi-step tasks combining Slack operations with web research.

bahakizil/slack_mcp

Unit Expert MCP

by kdaehun00

Converts common units for length, weight, temperature, area, and volume.

kdaehun00/unit-expert-mcp

FeelFit MCP Server

by tecnologicachile

Provides access to body composition data from FeelFit smart scales, including measurements like weight, BMI, and body fat. Supports multi-account management and health goal tracking via the FeelFit Cloud API.

tecnologicachile/mcp-feelfit

TrainHeroic

by cmagorian

Allows for management of TrainHeroic Athlete accounts via MCP and the unofficial API

cmagorian/trainheroicMcp

Emulator MCP Server

by amm-ar

Controls Android emulators from any MCP-capable client via ADB and emulator CLI, supporting AVD management, APK operations, screen interactions, and device diagnostics.

Amm-ar/android_emulator_mcp

Excalidraw MCP Server

by i-tozer

Model Context Protocol (MCP) server for Excalidraw - Work in Progress

i-tozer/excalidraw-mcp

image-gen3-google-mcp-server

by falahgs

Enables high-quality image generation using Google's Imagen 3.0 model via the Gemini API, with support for multiple images per request and automatic file management and HTML preview generation.

falahgs/image-gen3-google-mcp-server