The MCP Trust Index.

Concierge MCP Server

by alexlenk

Exposes a curated allowlist of Home Assistant entities to external clients over MCP with read-only list and get_state tools, using an isolated guest credential that cannot access other Home Assistant APIs.

alexlenk/ha-concierge-mcp

Medical Billing MCP

by kustode-ce

Enables AI assistants to look up medical billing codes, denial reasons, and payer rules for faster claim resolution.

Kustode-ce/medical-billing-mcp

Mcp Server Danchoicloud

by hoangndst

MCP Server

hoangndst/mcp-server-danchoicloud

hack-setup

by sumitmalik51

sumitmalik51/hack-setup

Cisco NX-OS CLI MCP Server

by cpaggen

Enables interaction with Cisco NX-OS devices through CLI commands via NX-API. Supports single and multi-device command execution with text or JSON output, authentication from .env, and comprehensive error handling.

cpaggen/Cisco_NXOS-MCP_Server

mcp-verify

by zkaplan1103

A benchmarked hallucination detector that returns unsupported claims with details. Runs as an MCP server with two modes: sampling (default, no API key) and direct API.

zkaplan1103/mcp-verify

ArXiv Sync MCP Server

by marfago

Enables AI assistants to search, download, and access arXiv papers with local storage and date filtering via the Model Context Protocol.

marfago/arxiv-sync-mcp-server

mcp-sudact

by atomno-mcp

MCP server for Russian court practice (Sudact): full-text case search by law article, court, instance and dates, with access to full decision texts.

atomno-mcp/mcp-sudact

tessera

by dr-code

Provides persistent codebase memory for Claude Code, enabling semantic understanding of the project structure and action history across sessions to reduce redundant file reads.

dr-code/tessera

Kafka MCP Server

by devarshkumbhare

Enables interaction with Apache Kafka topics, allowing users to publish messages to and read messages from Kafka instances through natural language.

DevarshKumbhare/MCP-Kafka

MCP Time Server

by maithanhduyan

A Model Context Protocol server providing current time retrieval and timezone conversion using IANA timezones.

maithanhduyan/mcp-server

Shioaji MCP Server

by offbeat-studio

An MCP server that provides standardized access to the SinoPac Securities Shioaji trading API for market data retrieval and order management. It enables users to search contracts, access real-time market snapshots, and manage trading accounts through a secure, model-compatible interface.

offbeat-studio/shioaji-mcp

mcp-unifi

by pete-builds

An MCP server for self-hosted UniFi gateway management, providing tools for devices, networks, WiFi, firewall rules, switch port profiles, connected clients, and a one-shot IoT network creation with rollback.

pete-builds/mcp-unifi

era5-mcp-server

by swnesbitt

Enables natural language access to ERA5 climate data from the Copernicus Climate Data Store. Supports downloading monthly means and inspecting NetCDF files.

swnesbitt/era5-mcp-server

memory-kernel

by artem362

A local memory layer for AI agents that stores structured memories in SQLite and retrieves relevant context for tasks.

Artem362/memory-kernel

KIMAI MCP Server

by walterp

Enables LLMs to interact with KIMAI 2 time tracking for managing timesheets, projects, activities, customers, and generating reports.

WalterP/kimai-mcp

code-rag-mcp

by qduc

Enables semantic search over codebases using natural language queries, returning relevant code snippets with source locations. Integrates with Claude Code for automatic codebase exploration.

qduc/code-rag

videre-mcp

by veedubin

Bridges vision models to text-only coding models using Florence-2, enabling non-vision LLMs to describe images, extract text, and analyze screenshots via MCP tools.

Veedubin/Videre-MCP

PCQ

by playidea-lab

Python library for agent-operable experiment evidence and control. Bring any training code

playidea-lab/pcq

MCP MeloTTS Audio Generator

by aardpro

Enables AI assistants to convert text to high-quality speech audio using MeloTTS. Automatically splits long texts into segments, generates WAV files, and merges them using ffmpeg with support for multiple languages and customizable speech parameters.

aardpro/mcp-melotts

Google Analytics MCP Server

by noviq-ai

Enables LLMs to interact with Google Analytics Admin and Data APIs to retrieve account summaries, property details, and custom metrics. It allows users to run core and real-time reports to analyze website performance and configuration via natural language.

noviq-ai/google-analytics-mcp

oc-korea-weather-time-mcp

by jshsakura

MCP server providing Korean weather forecasts from the KMA (short-term, hourly, daily) and timezone utilities (current time, conversion, lookup) using only standard Python zoneinfo.

jshsakura/oc-korea-weather-time-mcp

BrunoSan AI News MCP Server

by dowellug

A Model Context Protocol server that exposes real-time AI news intelligence to AI agents and MCP-compatible clients, with 9 deterministic tools for search, trending, signals, and risk analysis.

DowellUG/brunosan-ai-news-mcp

nc-forms-mcp

by erniomaldo

MCP server for the Nextcloud Forms API v3 that enables secure creation, update, cloning, and validation of forms without exposing credentials to the AI agent.

erniomaldo/nc-forms-mcp

QiuChi

by chain-engine

A production-grade MCP server framework with plugin system, middleware pipeline, and multi-transport support for building LLM tool services.

chain-engine/x-QiuChi

Tracking MCP

by mindfullabai

A generic MCP server for tracking any entity type (e.g., weight, workouts, books) without predefined schemas, using SQLite with JSON columns for flexible data storage and querying.

mindfullabai/tracking-mcp

ntree-lite

by wargaintibumi

wargaintibumi/ntree-lite

Identity-Aware MCP Server with Azure Cosmos DB

by pamelafox

A Python MCP server that authenticates users via Microsoft Entra ID, stores per-user data in Azure Cosmos DB, and provides admin tools based on Entra group membership.

pamelafox/azure-cosmosdb-identity-aware-mcp-server

mcp-taiyi

by molpass

Calculates Taiyi Shenshu (太乙神數) based on a given datetime and returns structured text and a board PNG image.

molpass/mcp-taiyi

br-eli-mcp

by matematicsolutions

MCP server for the Brazilian Chamber of Deputies open-data API, enabling search and retrieval of federal legislative bills and their status.

matematicsolutions/br-eli-mcp

AynOps

by gaoharimran29-glitch

CyberSecurity MCP Server extends Claude with real-time cybersecurity reconnaissance capabilities that Claude doesn't have by default. Instead of manually running 5 different tools across different terminals, just tell Claude "analyze google.com" and get a complete security breakdown instantly. Tools included: * WHOIS Lookup — registrar, ownership, creation/expiry dates * DNS Enumeration — A,

gaoharimran29-glitch/AynOps

eywa-mcp

by buildoak

Provides cross-session memory for Claude Code by extracting structured handoffs at session end and retrieving relevant past context at session start.

buildoak/eywa-continuum

Secure MCP Server

by urabewe

Production-ready MCP server with web search, persistent memory, multi-user support, and SwarmUI integration.

Urabewe/uMCP

dbt-insight-mcp-server

by ryutoyoda

A Model Context Protocol server for managing and executing dbt Cloud jobs via Claude, with search, run history, and job triggering capabilities, including safety confirmations.

RyutoYoda/dbt-insight-mcp-server

thegraph-mcp

by data-nexus-web3

An MCP server that powers AI agents with indexed blockchain data from The Graph.

Data-Nexus-Web3/thegraph-mcp

a202-mcp

by a202-protocol

Official reference MCP server for A202, the Verifiable Agreement Protocol for Agent-Led Commerce. Gives an agent the seven capabilities two organisations need to buy and sell directly: issue a mandate, check what an agent may do under it, approve an act needing a person, form an agreement, exchange obligations, verify a record by replay, and read the transaction record back.

a202-protocol/a202

MCP Predictive Market

by ericgrill

Aggregates prediction market data from 5 major platforms (Manifold, Polymarket, Metaculus, PredictIt, Kalshi), enabling users to search markets, compare odds across platforms, detect arbitrage opportunities, and track predictions through natural language.

EricGrill/mcp-predictive-market

OmniPlan MCP Server

by cygnusyang

Enables Claude to read and analyze project schedule files in OmniPlan (.oplx) and Microsoft Project (.mpp) formats, answering questions about tasks, milestones, resources, and progress.

cygnusyang/omniplan-mcp

Superset MCP

by ponderedw

Enables natural language querying and management of Apache Superset dashboard metadata, including user activity, data lineage, and change tracking.

ponderedw/superset-mcp

Weather-MCP-Server

by abhishekraj0037

Provides weather intelligence as MCP tools (current weather, forecast, air quality, UV index, alerts) with agentic orchestration, memory, and citation-grounded RAG.

AbhishekRaj0037/Weather-MCP-Server

GEPA MCP Server

by developzir

Implements the Genetic-Evolutionary Prompt Architecture for automatic prompt optimization, providing tools to optimize, quickly improve, and contextually adapt prompts.

developzir/gepa-mcp

revula

by president-xd

Production-grade MCP server for universal reverse engineering automation.

president-xd/revula

legal_mcp

by barwojcik

Enables semantic search over Polish court judgments and legislative acts via MCP. Allows LLMs to retrieve legal documents using natural language queries.

barwojcik/legal_mcp

ERINYS

by ghostyai-ha

Reflexive Memory for AI Agents - MCP Server. Remembers, forgets, questions, and bites.

GhostyAI-HA/ERINYS-mem

Flask-MCP-Plus

by maocatooo

Flask-MCP-Plus enables developers to create MCP servers using Flask, with support for defining tools, resources, and prompts with automatic schema generation and type safety.

maocatooo/flask-mcp-plus

Shell MCP Server

by heffrey78

Enables safe shell command execution with configurable directory and command restrictions, allowing Claude Desktop to run shell commands securely.

heffrey78/shell-mcp-server

fd-mcp

by thhart

Provides fast file search capabilities using fd (a modern find alternative), enabling AI assistants to efficiently navigate codebases, search file contents with ripgrep, and execute commands on matched files.

thhart/fd-mcp