The MCP Trust Index.

Weather MCP Server

by manh20051151

Provides real-time weather, forecasts, historical data, and air quality for AI assistants via the Model Context Protocol.

manh20051151/MCP-Server-weather

OPNsense MCP Server

by tazendor

Enables AI clients to manage OPNsense firewall, interfaces, DHCP, DNS, routes, and services via natural language through 42 MCP tools.

tazendor/opnsense-mcp-server

policy-corpus

by mkrafa

Read-only MCP server providing 5 tools for hybrid search, clause retrieval, policy versioning, code lookup, and plan rider override queries over a synthetic medical-policy corpus.

MkRafa/agentic-rag-coverage-determination

AI Memory MCP Server

by xiangzi1126

A persistent, project-scoped memory layer for AI agents, supporting hybrid retrieval (vector, keyword, and tag matching) and sharing across different MCP clients like Claude Code, Qoder, or Cursor.

xiangzi1126/ai-agent-memory-mcp

mcp-design-platform

by revanshine

Enables AI agents to remotely operate visual design tools via MCP protocol, with composable architecture for image processing, file operations, and workflow automation.

revanshine/my-design-platform

MCP Web Tools

by sayreblades

Provides local web search and content fetching capabilities for AI assistants, enabling them to search DuckDuckGo and extract clean text from web pages. All requests originate from the user's machine to ensure direct network control and bypass external proxies.

SayreBlades/mcp-web-tools

Bob Ross

by just-an-oldsalt

Enables AI agents to manage a Canonical Landscape estate, including inventory, alerts, patching, and script execution, with built-in safety layers to prevent accidental destructive actions.

just-an-oldsalt/bob-ross

GenTech Agent Kit

by protojay4789

An MCP server that gives AI agents real-time market data, DeFi intelligence, and automatic tool discovery via plugins. Supports x402 micropayments and is always updated.

ProtoJay4789/genTech-agent-kit

mcp-server-demo

by penguinszp001

A demo MCP server with tools for getting weather via wttr.in and executing read-only SQLite queries.

penguinszp001/mcp-server-demo

MCP Injection Guard

by hosein-abdollahi

Blocks indirect prompt injection by tracking data provenance, not text patterns. Enables safe agent interaction with untrusted content.

Hosein-Abdollahi/mcp-injection-guard

Personal Context

by polaralias

Manage your daily status, work availability, and location history to provide relevant situational context. Integrate with Home Assistant and holiday calendars to automatically track presence and local events. Maintain a centralized record of your current environment and upcoming schedules.

Polaralias/personal-context-mcp

BabyBuddy MCP Server

by amirkaromashkin

Integrates with self-hosted BabyBuddy to log and retrieve baby care data such as feedings, sleep, diaper changes, and measurements via natural language.

amirkaromashkin/babybuddy-mcp

pmq

by crp4222

Fail-closed Polymarket CLOB V2 MCP server (Python). Read tools need zero credentials; trading tools exist only when the operator sets PMQ_MCP_LIVE=1, each order capped by PMQ_MCP_MAX_USD and buys per day by PMQ_MCP_DAILY_USD. Keys never leave your process.

crp4222/pmq

mcp-test-stepfun

by aiddlx

An MCP protocol test server with 35 test tools across 3 transport modes for compatibility verification, plus a development Skill for the Stepfun AI desktop assistant to help write MCP servers.

AIddlx/mcp-test-stepfun

ontology-mcp

by jiteagar-code

An MCP server that uses an OWL/SHACL/SKOS knowledge graph to interpret login-diagnosis prompts and return JSON-LD descriptors, guiding Copilot agents to the appropriate SQL Server and MongoDB queries and enabling New Relic escalation when needed.

JiteAgar-Code/ontology-mcp

video-agent

by anesum99

video agent with mcp

anesum99/video-agent

uefn-verse-mcp

by h3dchibale

A two-process MCP bridge that lets Claude Code, Cursor, and other MCP clients safely drive a live Unreal Editor for Fortnite (UEFN) through an external FastMCP server and an in-editor HTTP listener.

h3dchibale/uefn-verse-mcp

mcp-postgres-query-agent

by oguzhanguler1

A read-only natural-language database agent that exposes PostgreSQL schema-discovery and SELECT tools via MCP, enabling users to query databases in plain English.

oguzhanguler1/mcp-postgres-query-agent

gmail-mcp

by warrenn

Local stdio MCP server enabling Claude to send Gmail, search emails with attachment metadata, and download attachments to Google Drive.

Warrenn/gmail-mcp

CSS MCP Server

by lesleslie

Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browser compatibility checks for CSS properties.

lesleslie/css-mcp

FILM-FINDER MCP Server

by rajatk10

A simple MCP server for fetching movie and TV show data from TMDB and OMDB APIs. Provides natural language capability for users to search, compare, and analyze movies through AI assistants.

rajatk10/film-finder-mcp

patch-usage-mcp

by h1kv

Enables Claude to read your Patch API budget usage, including spend, burn rate, and account details, directly from chat.

h1kv/patch-usage-mcp

mcp-bbs

by livingstaccato

A FastMCP-based telnet client that enables AI agents to interact with legacy Bulletin Board Systems (BBS) through the Model Context Protocol. It features full ANSI terminal emulation, pattern-based screen reading, and automatic discovery of menus and navigation flows.

livingstaccato/mcp-bbs

gitlab-mcp

by leonrlewis

MCP server for GitLab that enables AI assistants to manage CI pipelines, job logs, repositories, branches, merge requests, and commits via the GitLab REST API.

LeonRLewis/gitlab-mcp

clova-speech-lecture-mcp

by hwyang2003

Enables speech-to-text transcription and summarization of lecture audio using Naver CLOVA APIs. Provides MCP tools for short and long audio processing with summarization.

hwyang2003/clova-mcp

PolarionMcp

by mmerah

A CLI-first Polarion ALM client with MCP server support for AI assistants, enabling natural language interaction with Polarion projects, work items, tests, and plans.

mmerah/PolarionMcp

Python MCP All-in-One

by kimgyver

A learning MCP server providing tools for OS info, file operations, weather, SQLite queries and resources for documentation and user profiles.

kimgyver/python-mcp-all-in-one

OCP AI Custom HR MCP Server

by osa-ora

An MCP server for interacting with an HR database, enabling querying employee data and HR operations via natural language.

osa-ora/ocp-ai-custom-mcp-demo

x32dbg MCP Server

by john-mayhem

Connects the x32dbg debugger to Claude AI through the Model Context Protocol, enabling natural language control of 48+ debugging operations such as breakpoints, memory analysis, and reverse engineering automation.

john-mayhem/x32dbgMCP

HoudiniMCP

by jtche

Connects SideFX Houdini to Claude via the Model Context Protocol, enabling control of Houdini scenes, nodes, rendering, and more through 166 MCP tools.

JTCHE/houdini-mcp

CSOAI-ORG/coppa-ferpa-mcp

by csoai-org

MCP server for children's privacy compliance, enabling checks under COPPA, FERPA, UK Age Appropriate Design Code, and EU AI Act provisions for minors.

CSOAI-ORG/coppa-ferpa-mcp

jv-idx-mcp

by ibpme

MCP server exposing Indonesia Stock Exchange (IDX) market data as tools — fundamentals, broker flow, company profiles, and technical analysis via TA-Lib.

ibpme/jv-idx-mcp

FastMCP Demo Server

by rudushi4

A demonstration MCP server built with FastMCP that provides basic tools (addition calculator), dynamic resources (personalized greetings), and prompt templates, designed to run on Wasmer Edge.

rudushi4/mcp-chatgpt-starter

PLAXIS-MCP

by yixuanzhong

MCP server that enables controlling PLAXIS 2D from any MCP client, exposing geometry, staged construction, meshing, calculation, and results as tools via a Windows-local stdio server. It supports role-separated Input/Output processes, shared profiles, and hardened security.

yixuanzhong/PLAXIS-MCP

DevContext

by swastik-gupta30

Workspace-aware MCP server that provides AI clients with structural code understanding via AST parsing, hybrid retrieval, and git history, enabling accurate code search, definition lookup, and blame analysis.

Swastik-Gupta30/DevContext

Airflow MCP

by hipposys-ltd

Enables users to interact with Apache Airflow orchestration platform through natural language to query pipeline statuses, troubleshoot DAG failures, trigger DAGs, and analyze configurations.

hipposys-ltd/airflow-mcp

RAG MCP Server

by sglwsjxh

A RAG knowledge base MCP server that adds vector search and reranking capabilities to opencode, supporting multimodal embeddings, multiple knowledge bases, and local storage.

sglwsjxh/rag-mcp

vk-ads-mcp

by qusto

Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, retrieving statistics, and generating optimization recommendations.

Qusto/vk-ads-mcp

agent-activity

by patrickdaj

A read-only MCP server that exposes local coding-agent session logs as three tools for introspection of recent work, debugging tool failures, and tracking token usage and estimated cost without parsing log files.

patrickdaj/agent-activity-mcp-server

ble-toy-mcp

by sfrl79

Enables AI agents to control MuSe/LoveSpouse/Leten Bluetooth toys via MCP by sending BLE advertisements from a Windows PC.

Sfrl79/ble-toy-mcp

AliceBlue

by dashayus

Manage your AliceBlue portfolio, orders, and funds from one place. View holdings, positions, margins, and real-time market data, and place, modify, or cancel orders with ease. Track order and trade history, convert or square off positions, and automate entries with GTT orders.

dashayus/aliceblue-mcp-server

YouTube Crawler MCP Server

by glennlzl

Enables YouTube data crawling and AI-powered summarization of videos, including channel metadata retrieval, time-range queries, and automatic transcription with multi-language support.

glennlzl/youtube-crawler-mcp

i3wm-mcp

by kuhyx

Enables querying and controlling the i3 (or Sway) window manager through natural language, offering tools for window management, workspace operations, and session configuration.

kuhyx/i3wm-mcp

Airlock

by fazalrshah

Enables LLM agents to safely search and fetch content from a single configured domain, preventing data exfiltration through deterministic enforcement.

fazalrshah/airlock

CatoBot autoexperiment MCP Server

by iamcatobot

A domain-agnostic MCP server for autonomous experimentation, generalizing Karpathy's autoresearch pattern into a reusable server that any AI agent can drive, pointed at any domain defined by a JSON configuration.

IamCatoBot/catobot-autoexperiment-mcp

db-mcp-server

by stucchi

A multi-database MCP server supporting MySQL, PostgreSQL, MongoDB, and SQLite with read-only and read-write query capabilities, schema inspection, and SSH tunneling, all without Docker.

stucchi/db-mcp-server

hepdata-mcp

by hepdata

Enables discovery of HEPData records, tables, and data access with read-only operations and export links.

HEPData/hepdata-mcp