The MCP Trust Index.

DSR MCP Server

by grupo-avispa

Provides AI assistants with tools to query, manipulate, and analyze Deep State Representation (DSR) graphs for robot perception and scene understanding.

grupo-avispa/dsr_mcp_server

AceDataCloud Producer

by acedatacloud

AI music generation through the Producer/Riffusion model on the AceDataCloud platform.

acedatacloud/producermcp

FilePilot AI

by cuiheng511

Local-first MCP server for safely searching, reading, summarizing, tagging, deduplicating, and organizing local files with scoped access, read-only defaults, and dry-run plans.

cuiheng511/filepilot-ai

minecraft-rcon-mcp

by scotteratigan

Exposes Minecraft server commands via RCON as a tool, and optionally powers an in-game AI chat listener that answers player questions using Claude.

scotteratigan/minecraft-rcon-mcp

Wine Tasting Visual Vocabulary MCP Server

by dmarsters

Translates wine tasting vocabulary (varietal, terroir, balance, aging) into visual parameters for AI image generation, enabling sommeliers to describe wines in their native sensory language and get corresponding visual attributes for creating wine-inspired imagery.

dmarsters/wine_tasting_mcp

XeroAPI/xero-mcp-server

by xeroapi

MCP server implementation for Xero integration

XeroAPI/xero-mcp-server

alopeyk-mcp

by dwin-gharibi

A self-hostable MCP server for Alopeyk (الوپیک), an Iranian on-demand delivery and logistics company, enabling LLM agents to geocode addresses, quote and track deliveries, manage parcels, and optionally create/cancel real orders.

dwin-gharibi/alopeyk-mcp

skillgod

by amancodingrepo

An MCP server that automatically injects relevant skills, project memory, and routes complex tasks to specialist agents into AI coding tools like Claude, eliminating cold starts and prompt engineering.

amancodingrepo/skillgod

miguelgarzons/mcp-cun

by miguelgarzons

Greet people by name with friendly, personalized messages. Add a warm touch to onboarding, demos,…

miguelgarzons/mcp-cun

naver-works-mail-mcp

by jaykim81

Enables reading and sending Naver Works emails (Korean business email service) through Claude Desktop using IMAP/SMTP with app passwords.

jaykim81/naver-works-mail-mcp

Spain Grants Intelligence MCP

by fzthiait-ai

Enables searching and retrieving details of over 500,000 Spanish government grants and subsidies from the official BDNS database, without requiring an API key.

fzthiait-ai/spain-grants-intelligence-mcp

mcp-analytics-server

by tkarim45

Enables LLMs to interact with a SQLite e-commerce database via safe, typed MCP tools with read-only guards and auth-gated mutations, plus a Claude agent for answering business questions.

tkarim45/mcp-analytics-server

aifmt

by ericchansen

An MCP server that fixes, validates, and generates visual text content for AI coding assistants.

ericchansen/aifmt

Synology MCP Server

by drvbss

Comprehensive Synology NAS management through MCP, enabling file operations, downloads, backups, Docker, photos, VMs, snapshots, and more across up to 9 NAS units.

DRVBSS/dk-synology-mcp

Wireshark MCP Server

by wgthomas

Network capture and analysis via tshark, exposing 20 tools including composite workflows for reconnaissance, device identification, and security auditing, enabling AI assistants to perform deep packet inspection.

wgthomas/wireshark-mcp

Graphiti Memory MCP Server

by mjunaidca

Enables AI agents to manage and query a temporally-aware knowledge graph memory, supporting episode tracking, entity relationships, and semantic search via MCP tools.

mjunaidca/graphiti_memory_mcp_server

Viincci RAG MCP Server

by mrviinccileroy

A basic MCP server that always responds with 'viincci_rag' to any prompt, useful as a placeholder or for testing MCP connections.

MrViincciLeRoy/Mcp-v

ETABS MCP Server

by mdvaleed7

Connects AI assistants to CSI ETABS for structural engineering tasks, enabling model creation, analysis, design, and seismic checks via the COM API.

mdvaleed7/ETABS-mcp

Graphiti MCP Server

by tesfandiari1

Enables users to query a comprehensive knowledge graph of personality psychology containing over 16,000 nodes covering traits, frameworks, and assessments. It supports semantic search of facts and entities, relationship extraction, and the ability to add new information to the graph.

tesfandiari1/graphiti-mcp-server

OmniMCP-Container

by hectorflores28

A containerized MCP bridge that lets local or cloud LLMs access your filesystem and perform web searches via Ollama and FastMCP.

hectorflores28/OmniMCP-Container

log-essence

by petebytes

Enables LLMs to analyze logs by extracting patterns, redacting secrets, and providing token-efficient summaries from files, Docker containers, or journald.

petebytes/log-essence

Oura Ring MCP Server

by philipbrowne

Enables Claude to access and query Oura Ring health data including sleep, activity, readiness, heart rate, and more via the Oura API.

philipbrowne/oura-mcp-server

WhatsApp MCP for macOS

by kalki-kgp

Enables Claude to interact with WhatsApp on macOS through the Model Context Protocol. It allows reading messages, searching contacts, listing chats, and sending replies via natural conversation.

kalki-kgp/whatsapp-mcp

jira-mcp

by trongtai1801

MCP server for fetching Jira issue data via the Jira API.

trongtai1801/jira-mcp

salesforce-mcp

by pmankar-netchex

Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sObject descriptions, and object listing using OAuth 2.0 Client Credentials.

pmankar-netchex/salesforce-mcp

geup-ddong-seoul-mcp

by seo-yul

MCP server for finding nearby public toilets in Seoul, with real-time open status and accessibility filters.

Seo-yul/geup-ddong-seoul-mcp

Michael-WhiteCapData/WhiteCapData-Dev

by michael-whitecapdata

An MCP server that lets an agent inspect and operate a Kubernetes / k3s cluster safely, with read-only and namespace allowlist controls.

Michael-WhiteCapData/WhiteCapData-Dev

Perplexity MCP Server

by pantainos-toolkit

Integrates with Perplexity's API to provide web search and AI-powered answers with citations. Offers a three-tier research workflow: search for sources, ask for grounded AI answers, and ask_more for deeper analysis using advanced models.

Pantainos-Toolkit/perplexity-mcp

StackWiz MCP Server

by rickoslyder

An AI-powered MCP server for managing Docker infrastructure, enabling creation, deployment, and lifecycle management of containerized services with automated DNS and SSL.

rickoslyder/stackwiz-mcp

Kubeflow MCP Server

by abhijeet-dhumal

AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to manage distributed training jobs, fine-tune LLMs, and monitor workloads on Kubernetes through natural language.

abhijeet-dhumal/mcp-server

Stitch-MCP

by samueljayasingh

An MCP server that exposes Google Stitch's AI-powered UI design capabilities as local tools. It enables project management, screen generation/editing, and design system operations by forwarding requests to Google's Stitch API.

samueljayasingh/Stitch-MCP

drew-keever/advisorfinder-mcp

by drew-keever

Search SEC-registered financial advisors — profiles, disclosures, risk scores, and credentials.

drew-keever/advisorfinder-mcp

Financial Data MCP Server

by samarth2001

Provides real-time and historical financial market data from Yahoo Finance, including stock prices, options chains, and company news. It also enables technical analysis calculations like moving averages and RSI for comparing or analyzing stock performance.

Samarth2001/Financial-Data-MCP-Server

sheet-compressor

by mythopoeic

Compresses spreadsheets into compact encodings, enables Q&A on sheet content, and extracts structured order data via LLM calls.

mythopoeic/mcp-server-demo

Rigol DHO824 MCP Server

by aimoda

Enables control and querying of Rigol DHO824 oscilloscopes, allowing users to capture waveforms, take screenshots, and interact with oscilloscope settings through natural language.

aimoda/rigol-dho824-mcp

Knowledge Base MCP Server (Qdrant)

by devanshtb

Read-only MCP server with hybrid search combining dense semantic and sparse keyword retrieval via Qdrant, enabling document querying and fetching for ChatGPT Deep Research.

devanshtb/mcp-poc-kc

BioContextAI Knowledgebase MCP

by fastmcp-me

A unified MCP server for biomedical research that connects AI systems to resources like Ensembl, EuropePMC, STRING, and more, enabling retrieval of verified domain-specific information.

fastmcp-me/knowledgebase-mcp

Mercadona Skill MCP

by luispitik

Enables personalized Mercadona grocery orders via natural language, with Nutri-Score prioritization and supervised cart execution (no payment). Supports user intake, product search, and integration with external menu systems.

Luispitik/mercadona-skill

LAM-mcp Browser Automation Server

by gafoor2005

Enables AI assistants to perform intelligent browser automation with session-based context analysis, including navigation, form filling, and content extraction through natural language.

Gafoor2005/LAM-mcp

Hexstrike 7 PL

by netcuter

AI-powered MCP penetration testing framework with 150+ security tools and 12+ autonomous AI agents, featuring enhanced security and guardrails.

netcuter/Hexstrike-AI

mcp-server-splunk-oncall

by arnstarn

MCP server for the Splunk On-Call (VictorOps) API providing comprehensive incident management, on-call schedules, team administration, and alert reporting through natural language.

arnstarn/mcp-server-splunk-oncall

Gemini Design MCP Server

by hichammoods

Generates frontend UI code from text descriptions, screenshots, or iterative refinement using Gemini 2.5 Flash.

hichammoods/mcp-design-gemini

CourtListener MCP Server

by upsd1

A comprehensive Model Context Protocol (MCP) server for accessing CourtListener's legal database. Provides Claude Desktop with powerful legal research capabilities including court opinions, case dockets, judge profiles, and comprehensive legal analysis.

UPSD1/courtlistener-mcp

virustotal-mcp-server

by barvhaim

MCP server for security analysis using VirusTotal API, enabling AI assistants to analyze URLs, files, IP addresses, and domains with automatic relationship fetching.

barvhaim/virustotal-mcp-server

Internet Search MCP Server

by cakhiltej9001-source

Custom MCP server exposing an internet_search tool that fetches DuckDuckGo results, enabling AI agents to perform web searches and retrieve structured information.

cakhiltej9001-source/internet_search_mcp_agents

Codebase Insights MCP Server

by llanterme

Analyzes API codebases from GitHub and Bitbucket repositories to generate Postman collections, business reports, and detailed code insights. Supports multiple frameworks including FastAPI, Spring Boot, Flask, Express, and OpenAPI/Swagger specifications.

llanterme/codebase-insights-mcp

fathom-mcp

by jhamman

Provides AI assistants access to Fathom meeting recordings, summaries, and transcripts via tools like list_meetings, get_meeting_summary, and get_meeting_transcript.

jhamman/fathom-mcp

linkup-mcp

by ranneg

Provides web search and local document RAG using Ollama, enabling privacy-preserving AI assistance in Cursor IDE.

RanneG/linkup_mcp

Gym MCP

by ishantiwari0112

Enables AI agents to discover and play games like Tic-Tac-Toe through a standardized interface, with plans to integrate more environments.

IshanTiwari0112/gym-mcp

Cline Personas MCP Server

by bradfair

An MCP server for managing `.clinerules` files using shared components and persona templates.

bradfair/mcp-cline-personas