The MCP Trust Index.

scanmalware-mcp

by scanmalware

Wraps the ScanMalware.com API to enable phishing triage, malware scanning, and certificate inspection through natural language, allowing users to submit scans, retrieve results, and analyze threats via MCP tools.

scanmalware/mcp-server

akapal-mcp-portfolio

by akashh94

MCP server exposing portfolio and brokerage data through SSE transport, with tools for account summaries, holdings, quotes, market data, and order previews, backed by mock data with live quote fallback.

akashh94/akapal-mcp-portfolio

Simple Code Review Assistant

by sharath-ts-07

Enables AI models to access GitHub repository information and search local documentation files. Provides three basic tools: fetching repository details, retrieving file contents from GitHub, and searching through local markdown documentation.

Sharath-ts-07/MCPAssignment

ReferenceMCP

by eduardofarina

An academic reference manager MCP server that enables searching papers across multiple sources, managing references locally, and formatting citations in 10,000+ styles.

eduardofarina/ReferenceMCP

MedVision MCP

by u9401066

Provides AI-powered medical image analysis tools for LLM agents, enabling tasks such as X-ray classification, interactive segmentation, and visual question answering. It supports multi-step diagnostic reasoning and clinical workflows through a suite of specialized medical AI models.

u9401066/medvision-mcp

xiaohongshu-mcp

by lozzi1910

Enables AI assistants to search, browse, and publish notes on Xiaohongshu (Little Red Book) via MCP tools.

Lozzi1910/xiaohongshu-mcp

Polybase MCP

by shrey715

A universal database adapter that enables read-only queries across PostgreSQL, Supabase, and MongoDB databases via the Model Context Protocol.

shrey715/polybase-mcp

wyt-mcp

by mlmecham

Game master MCP server for a time-loop dungeon RPG, managing game state, dice rolls, and narrative for a wizard-trapped town.

MLMecham/wyt-mcp

hedgedoc-mcp-server

by jyzus

Enables creating, reading, and managing HedgeDoc 1.x notes and Mermaid diagrams from AI agents via the MCP protocol.

Jyzus/kaymer-hedgedoc-mcp

MCP Enterprise Architecture Project

by 1jelly7

Provides a set of MCP tools (file, database, GitHub, Slack, browser, calendar, email, vector search, Python execution) with safety constraints and OpenAI integration for enterprise architecture automation.

1jelly7/MCP_enterprise_architecture_project

Salt Bridge

by mr-exitgames

An MCP server that gives an agent full cross-VM management of a Qubes OS system via dom0 qrexec, bounded by an explicit VM allowlist for security.

mr-exitgames/salt-bridge

memtree

by shimae-net

Collects session JSONL from Codex and Claude Code into local SQLite memory, exposed through MCP with tools for memory context, search, get, put, forget, sleep, and status.

shimae-net/memtree

AI Software Engineering Team - MCP Multi-Agent System

by elhaweet

Enables users to generate complete, production-ready software projects from simple ideas by coordinating 8 specialized AI agents through the Model Context Protocol.

elhaweet/AI-Software-Engineering-Team-MCP-Multi-Agent-System

MCP Memory Server

by teddashh

Provides persistent long-term memory, knowledge base, and audit trail for AI agents, with intelligent recall, salience tracking, and CJK-aware context management.

teddashh/mcp-memory-server

mcp-claudecode

by abc407859-collab

Implements 41 tools from Claude Code, including bash, file operations, web search, task management, and more, all accessible via MCP protocol.

abc407859-collab/mcp-claudecode

MCP Public APIs

by attilio81

An MCP server that indexes the public-apis catalogue, allowing LLMs to search and filter over 1,400 public APIs by category, authentication type, and technical requirements. It facilitates precise API discovery for developers by providing tools to query specific features like HTTPS support and CORS compatibility.

Attilio81/MCP_PUBLIC_APIS

MetaTrader 5 MCP Server

by jorgearturoyap-debug

Enables ChatGPT Desktop to interact with MetaTrader 5 for trading, market data access, and trade management via HTTP/ngrok.

jorgearturoyap-debug/metatrader-5-for-Chatgpt-Desktop

knowledge-mcp

by c0cl3c

Serves markdown knowledge from a git repository over MCP, providing tools to list, search, and retrieve documents.

c0cl3c/mallen-knowledge-mcp

GRACE Orchestrator MCP

by artemyx-datascientist

MCP server orchestrating local multi-agent workflows with gated lifecycle, handoff events, and host-level continuation.

Artemyx-DataScientist/GRACE_MCP

Google Analytics 4 MCP Server

by stucchi

Enables managing Google Analytics 4 properties, data streams, conversions, and running reports using natural language through the Admin and Data APIs.

stucchi/mcp-google-analytics

IITM Live MCP Server

by 25ds1000090-lang

Deploys a Streamable HTTP MCP server with one tool solve_challenge that computes a SHA-256 hash from a challenge header.

25ds1000090-lang/live-mcp-server

Demo-MCP

by modemsmoker

A minimal Model Context Protocol server exposing arithmetic, time, and note-taking tools over streamable HTTP, with in-memory state and Docker support.

Modemsmoker/Demo-MCP

taoyuan-api

by helen108021107

Helen108021107/taoyuan-api

mcp-gpu-server

by mesutoezdil

Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools for real-time querying from AI assistants.

mesutoezdil/mcp-gpu-server

AI Developer Workspace MCP Server

by praniti1594

Enables AI agents to manage local project files and Git operations through MCP tools, including file CRUD, search, Git status, recent commits, and project summaries.

Praniti1594/MCP-project-ai-developer-workspace

or-pricer

by viperdriver2000

MCP server that provides OpenRouter model pricing data, enabling price lookups, trending/cheapest lists, and model searches without an API key.

viperdriver2000/or-pricer

lightrag-mcp

by shemhamforash23

MCP server that bridges LightRAG API with MCP-compatible clients, enabling retrieval-augmented generation, document management, and knowledge graph operations.

shemhamforash23/lightrag-mcp

Strava MCP Server

by saxenanurag

Enables AI agents to interact with the Strava API to retrieve athlete statistics and activity data. It provides tools for listing recent activities and fetching detailed information for specific workout sessions.

saxenanurag/strava-mcp

estv-mcp

by noaahh

MCP server for the Swiss federal tax calculator, providing income, wealth, inheritance, and corporate tax figures for all Swiss municipalities and tax years 2010-2026.

noaahh/estv-mcp

genTech-shop

by protojay4789

Provides gaming intelligence for AI agents including Steam wishlist deals, upcoming releases, POE2 build health, and hub status via MCP tools.

ProtoJay4789/genTech-shop

Israel Weather MCP Agent

by shoshi-f

Automatically fetches weather forecasts for Israeli cities from Weather2Day and provides answers through Claude.

Shoshi-F/mcp-project

winauto-mcp

by pingpong2534

MCP server that lets an LLM see and drive any running Windows app: attach a window, screenshot it, read its UI Automation tree, and send clicks, typed text, and key presses with pixel coordinates.

PingPong2534/winauto-mcp

marimo-mcp

by vladisluv12

Auto-discovers running marimo notebooks and exposes tools for reading, editing, and running cells via MCP, supporting both HTTP and VS Code backends.

Vladisluv12/marimo-mcp

Gemini Image Generation MCP Server

by marabian

Enables image generation, editing, and refinement using Google's Gemini 2.5 Flash Image model with support for multi-image composition and style transfer.

marabian/gemini-imagen-mcp

tacc-mcp-bio

by narasimhan-lab

Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinformatics pipelines, allowing job management, log reading, file browsing, remote script execution, and job submission through natural language.

Narasimhan-Lab/tacc-mcp-bio

pd-mcp

by chrisdonahue

Enables agentic interaction with vanilla Pure Data by providing tools for live patch creation, inspection, and manipulation via an MCP server that synchronizes with a Pd bridge patch.

chrisdonahue/pure-data-mcp

ai-distiller-mcp

by axonempire

Provides filesystem access to Claude via the MCP protocol, enabling local file operations through natural language.

axonempire/ai-distiller-mcp

Tensorfire

by cignal-ai

MCP server for security-testing AI models, exposing garak vulnerability scanning and URL/MCP-endpoint scanning as callable tools. It lets agents probe LLM endpoints for jailbreaks, prompt injection, and data leakage, and classify URLs or screen remote MCP endpoints for prompt-injection payloads.

cignal-ai/tensorfire

Vantex-Security-A

by farahkhaterr

This MCP server provides secure access to databases for AI agents, enforcing authentication, authorization, human approval, logging, and notifications to prevent dangerous actions.

farahkhaterr/Vantex-Security-A

Israel Weather MCP Agent

by h-308

MCP server that enables users to get real-time weather forecasts for Israeli cities by automating a browser with Playwright and using Gemini to answer natural language queries.

H-308/mcp-project

plaud-mcp

by davidlinjiahao

Enables querying Plaud AI recordings, transcripts, and summaries through the Plaud Desktop app's authenticated session via Chrome DevTools Protocol.

davidlinjiahao/plaud-mcp

selvin-search-mcp

by selvinchen97-lab

A local web search MCP server supporting parallel, API, and model-based search modes, integrating Zhipu Web Search API and online models for real-time information retrieval.

selvinchen97-lab/GLM-search-mcp

GeoTrek MCP

by jacquesfize

MCP server for searching treks (hiking, mountain biking, horse riding, snowshoeing, etc.) on a GeoTrek instance via its public API, with geocoding via Nominatim. Exposes tools to search treks by duration, elevation, regulation labels, activity type, and proximity to a place or coordinates.

jacquesfize/GeoTrekMCP

google-activity-assistant

by daemon-killer

MCP server for querying your local Google Takeout activity (Search/YouTube history) via SQLite/FTS5. Provides tools for keyword search, activity stats, and database info, enabling AI assistants to cite your personal history.

Daemon-Killer/google-activity-assistant

Base L2 Agent Kit

by manteclaw

MCP server for Base L2 DeFi — wallets, swaps, liquidity, price feeds, flash loans

manteclaw/base-l2-agent-kit-mcp

Astatide Conductor

by astatide1337

Orchestrates persistent task graphs and enforces approval policies for MCP-driven agent workflows, coordinating with Agents Gateway for execution.

Astatide1337/conductor

Fact Check MCP

by foundrynet

Verifies claims with verdicts (supported/disputed/unverifiable), confidence scores, and cited sources by cross-referencing FoundryNet Data Network and web search.

FoundryNet/fact-check-mcp