The MCP Trust Index.

keynote-mcp

Apple keynote mcp for local editing

ByAxe/keynote-mcp

CSVGlow

Turn any CSV into a stunning interactive dashboard with one command — works as CLI, MCP server, or AI skill

Ratnaditya-J/csvglow

Ableton Live MCP

Enables AI agents to control and inspect Ableton Live by executing Python code directly against the Live Object Model. It allows for automated track management, MIDI note creation, and real-time session manipulation through a natural language interface.

opendining/ableton-mcp-server

ML Research MCP

Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.

nishide-dev/ml-research-mcp

fhir-mcp-server-medagentbench

An implementation of Model Context Protocol server for use with MedAgentBench (FHIR request generation)

mike-holcomb/fhir-mcp-server-medagentbench

Helium MCP Server

Real-time news with bias scoring, live market data, and AI-powered options pricing. 9 tools across news intelligence, media bias analysis, stock/crypto data, and meme search.

connerlambden/helium-mcp

binance-mcp

Server Binance

Valerio357/binance_mcp

MCP Scheduler

MCP Scheduler is a task automation server that lets you schedule shell commands, API calls, AI tasks, and desktop notifications using cron expressions. Built with Model Context Protocol for seamless integration with Claude Desktop and other AI assistants.

PhialsBasement/scheduler-mcp

Instagram Download MCP Server

Enables AI assistants to download Instagram content including posts, videos, reels, stories, highlights, and profile pictures using Instaloader, with optional metadata and caption extraction.

KaiQin04/ig-download-mcp

Mevzuat MCP

Provides programmatic access to Turkey's Ministry of Justice Legislation Information System (mevzuat.gov.tr), enabling users to search legislation, retrieve article hierarchies, and fetch article contents in Markdown format through natural language.

turkgent/mevzuat-mcp

Google BigQuery MCP Server

Enables natural language exploration and querying of Google BigQuery datasets through four tools: listing datasets, inspecting table schemas, generating SQL queries with LLM assistance, and executing approved queries.

garethcull/google-bigquery-mcp

Shopify Dev MCP Server for Zed

A context server extension to add Shopify Dev MCP server to Zed

TheBeyondGroup/zed-mcp-server-shopify-dev

Brainstorm MCP Server

An MCP server that launches a lightweight localhost UI for interactive AI-assisted brainstorming and planning. It enables collaborative ideation workflows with visual diagrams, interactive elements, and image support for seamless human-AI collaboration.

vquand/brainstorm-mcp

OpManager MCP Server

Enables AI assistants to interact with ManageEngine OpManager for network monitoring and IT operations management. Provides credential-less access to 85+ API endpoints for managing devices, alarms, discovery, dashboards, and reports through natural language.

sachdev27/opmanager-mcp-server

Logistics AI MCP

Provides supply chain and shipping tools including shipment tracking, route optimization, warehouse inventory management, delivery ETA estimation, and customs documentation. Enables logistics operations through natural language interactions with Claude.

CSOAI-ORG/logistics-ai-mcp

g-gremlin-salesforce-mcp

A dedicated Model Context Protocol server that enables AI clients to interact with Salesforce tools for data analysis and management via the g-gremlin CLI. It supports both read-only and write-enabled operations for seamless integration with tools like Claude Desktop and Cursor.

mikeheilmann1024/g-gremlin-salesforce-mcp

Mooring

Git and GitHub operations — repo status, diffs, branches, stashes, PRs, issues, and Actions from MCP.

seayniclabs/mooring

Artificial Virtual Assistant (AVA)

An MCP server that provides AI applications with a toolset for an Artificial Virtual Assistant (AVA) integrated with the Gmail API. It enables users to automate email management and personal tasks through secure Google OAuth authentication.

Ayoub-etoullali/Model-Context-Protocol-MCP

Zotero MCP Server

Implementation of a Zotero MCP server to connect my local Zotero library to the 5ire chat interface.

TomasSchweizer/Zotero-MCP-Server

AytchMCP - Aytch4K Model Context Protocol Server

Model Context Protocol (MCP) server implementation for Aytch4K applications. The MCP server provides an interface for Large Language Models (LLMs) to interact with Aytch4K applications.

aytch4k/AytchMCP

Idealista7 MCP Server

Enables access to Idealista API for searching and retrieving property listings across Spain, Portugal, and Italy. Supports various property types including homes, apartments, garages, commercial properties, offices, and land with detailed filtering options.

BACH-AI-Tools/idealista7

n8n Workflow Builder

Enables AI-powered building, optimization, debugging, and management of n8n workflows directly from Claude. Features workflow analysis, execution monitoring, security audits, drift detection, and intelligent error debugging with best practices guidance.

Schimmilab/n8n-workflow-builder

Arkheia

Hallucination and fabrication detection for LLM outputs across 30+ models.

arkheiaai/arkheia-mcp

Harvestr

Manage customer feedback and product discoveries on Harvestr.io

angelogiacco/harvestr-mcp

wrds-mcp

Provides AI assistants with natural language access to WRDS financial data for credit and equity analysis through 29 specialized tools. It enables users to query bond history, credit ratings, financial metrics, and syndicated loans using simple conversational prompts.

marianosalinas/wrds_mcp

Huawei AppGallery Connect

Manage Huawei AppGallery Connect app publishing including APK/AAB uploads, metadata updates, phased rollouts, and release submissions.

agimaulana/huaweiappgallerymcp

SkillHub

Converts Claude-style skills into MCP tools for cross-client reuse.

214140846/skillhub-mcp

MCP Play Sound Server

Model Context Protocol server that provides audio playback functionality for AI agents. Play notification sounds when coding tasks complete. Early version/proof of concept - macOS only.

davidteren/play-sound-mcp-server

RV MCP Server

Bridges AI assistants to Autodesk RV for managing media review sessions through natural language commands. Users can control playback, compare shots, and adjust color grading without needing any external plugins.

Geddart/rv-mcp

OathScore

Real-time world state and independent API quality ratings (0-100) for AI trading agents. Exchange status, volatility (VIX/VVIX/SKEW), economic events, and data source reliability — 8 tools.

moxiespirit/oathscore

Monday.com MCP server

MCP Server to interact with Monday.com boards and items

sakce/mcp-server-monday

YouTube Video Downloader MCP

An advanced MCP server that enables asynchronous downloading of YouTube videos and playlists with features for job tracking and library management. It utilizes yt-dlp and an SQLite database to store metadata, monitor download status, and manage content through Claude Desktop.

JoseTapiaUex/MCP-download

mcp-swarmia

Exposes the Swarmia Export API as tools for AI assistants to query engineering metrics through natural language. It enables retrieval of DORA metrics, pull request cycle times, investment balances, and FTE effort reports.

smattila/mcp-swarmia

pfSense Enhanced MCP Server

Enables natural language interaction and management of pfSense firewalls through Claude and other GenAI applications using the Model Context Protocol. It provides advanced tools for firewall rule configuration, interface management, and intelligent log analysis via a REST API integration.

MmaxwellCB/Pfsesen_MCP_2

DebtStack MCP Server

Provides AI agents with real-time access to corporate credit data, including debt structures, bond pricing, and guarantor chains extracted from SEC filings. It enables complex financial analysis such as screening companies by leverage, tracing corporate hierarchies, and searching covenant language.

debtstack-ai/debtstack-python

Bybit MCP Server

A comprehensive MCP server providing full access to Bybit's v5 API for real-time market data, trading operations, and account management. It enables AI assistants to execute trades, manage positions, and monitor wallet balances with built-in safety controls for both testnet and production environments.

BCusack/bybit-py-mcp

heap-seance

MCP server that provides 8 tools for Java memory leak investigation: \- Class histograms, GC pressure snapshots, JFR recordings, heap dumps, MAT leak suspects analysis, async-profiler allocation profiles \- Structured confidence-based verdicts (none/low/medium/high) requiring independent signal corroboration \- Designed for use inside Claude Code with two slash commands

SegfaultSorcerer/heap-seance

mcp-bash

A framework for building Model Context Protocol (MCP) servers using pure Bash scripts, allowing for the creation of tools, resources, and prompts without Node.js or Python runtimes. It provides a complete implementation of the MCP spec compatible with any environment running Bash 3.2+ and jq.

yaniv-golan/mcp-bash-framework

Timezone By Location MCP Server

Provides access to the Timezone By Location API to retrieve timezone information based on geographic location data.

BACH-AI-Tools/bachai-timezone-by-location

postgresql-mcp-server

A postgresql mcp that you can run your DQL SQL though it

zzhRooT1998/postgresql-mcp-server

Mcp Dingdingbot Server

钉钉webhook MCP server

HundunOnline/mcp-dingdingbot-server

Grokipedia MCP Server

Enables searching and retrieving articles, citations, and structured content from Grokipedia for research and information retrieval. It provides specialized tools for section extraction, related page discovery, and filtered search results.

TheOneTrueNiz/mcp-grokipedia-tool

mcp-security-sandbox

MCP Security Playground - Hack with MCP Servers, MCP Clients. Try out different vulnerabilities and abuse LLMs and agents in a UI friendly experimentation lab

SirAppSec/mcp-security-sandbox

nUniversal-Robots-MCP

Universal-Robots MCP-Server

nonead/nUniversal-Robots-MCP

Ancestry MCP Server

Ancestry MCP server made with Python that allows interactability with .ged (GEDCOM) files

reeeeemo/ancestry-mcp

FAST-NUCES Flex Student Portal MCP Server

Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students to query their academic data including attendance, marks, transcript, and fee reports through natural language conversations.

ahtishamdilawar/nuces-flex-MCP

DocsetMCP

Provides AI assistants with instant access to local Dash documentation docsets and cheatsheets, enabling offline documentation searches across 165+ programming languages, frameworks, and developer tools directly within conversations.

codybrom/DocsetMCP

Card Magic MCP

Implements the Chico & Dico card magic trick by encoding a hidden fifth card within the specific arrangement of four cards. It provides tools to both encode five-card sets into sequences and decode those sequences to reveal the hidden card.

luochang212/card-magic-mcp

LinkedIn Outreach MCP Server

AI-powered content generation for LinkedIn outreach, helping sales teams and recruiters craft personalized connection requests, InMails, posts, comments, and multi-touch outreach sequences. It's a content assistant that generates text for human review and manual sending, fully compliant with LinkedIn's Terms of Service.

CSOAI-ORG/linkedin-outreach-mcp

LineWhiz

AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, push messages, check analytics, manage rich menus — all through natural language via Claude, ChatGPT, or Cursor. 10 tools included: * Account info, friend count, message quota * Broadcast, push message, multicast * Delivery stats, user profiles, follower list * Rich menu management Supports 95M+ LINE users across Jap

Kinzen-dev/LineWhiz