The MCP Trust Index.

wizrd

by lawremi

An R Interface to Large Language Models

lawremi/wizrd

gromacs-mcp

by alierkn

Enables running GROMACS molecular dynamics simulations through natural language, with tools for topology building, solvation, simulation management, and trajectory processing via the Model Context Protocol.

Alierkn/gromacs-mcp

Lightroom Classic MCP

by 4xiomdev

Enables AI agents to control Adobe Lightroom Classic on macOS for professional photo editing and catalog management. It allows users to inspect photos, apply develop settings, and automate workflows through a secure local bridge without direct catalog database manipulation.

4xiomdev/lightroom-classic-mcp

Nano Banana MCP Server

by qso

An MCP server that provides AI-powered image generation through Google Gemini models with intelligent selection between Flash (speed) and Pro (quality) modes, supporting up to 4K resolution and advanced features like Google Search grounding.

qso/nanobanana-mcp-server

Weather MCP Server

by riishiiiii

Provides current weather information for any city using the OpenWeatherMap API.

riishiiiii/mcp-server

mcp-mirage-brand-extract

by m2ai-mcp-servers

Extracts brand identity (colors, typography, spacing) from any website and generates HTML/CSS replicas or applies branding to templates.

m2ai-mcp-servers/mcp-mirage-brand-extract

apple-fm-mcp

by yihan2099

MCP server that enables local Apple on-device Foundation Model access via any MCP client, supporting text generation, structured output, and multi-turn chat on macOS.

yihan2099/apple-fm-mcp

Brave Browser MCP Server

by slaveofgod1

Gives AI agents full control over Brave Browser, optimized for local LLMs to ensure low latency and high reliability.

SlaveOfGod1/Brave-Browser-MCP

iphone-safari-mcp

by ikatkov

MCP server that drives Safari on a physically attached iPhone via Apple's safaridriver, enabling navigation, screenshots, DOM snapshots, console logs, network timings, and tap/type/scroll actions on the real device. No Xcode, Appium, or WebDriverAgent required.

ikatkov/iphone-safari-mcp

pyocd-debug-mcp

by konbakuyomu

Enables AI tools to perform full-featured embedded microcontroller debugging via pyOCD and CMSIS-DAP probes, including probe management, flashing, breakpoints, register/memory access, fault analysis, and RTT communication.

konbakuyomu/pyocd-debug-mcp

CoinBucha

by jukkablomberg

Signal-first Bitcoin intelligence over MCP — sovereign adoption, hiring velocity, and network hashrate as leading, non-price signals with strength, direction, rationale, and primary sources. Information, not financial advice.

jukkablomberg/coinbucha-mcp

SkyFi MCP Server

by astrogirlnim

An MCP server providing AI agents with access to satellite imagery, geospatial intelligence, and billing management through the SkyFi platform.

astrogirlnim/SkyFiMCP

NotebookLM MCP Server

by whmathews15

Provides programmatic access to Google NotebookLM through the Model Context Protocol, enabling AI assistants to manage notebooks, add sources, generate audio and video content, and perform research tasks.

whmathews15/notebooklm-mcp-cli

Memex

by galthran-wq

Personal knowledge base MCP server enabling AI agents to search, read, and add knowledge via tools like kb_search, kb_read, and kb_add, with write operations handled through Cursor Cloud Agents that create formatted entries and open PRs.

galthran-wq/memex

AnomalyArmor

by anomalyarmor

Data observability for AI agents. Query alerts, monitor freshness, investigate schema drift, and trace lineage across your data warehouse via 53 MCP tools.

anomalyarmor/agents

policymesh

by deepakmeena61

PolicyMesh is a governed agentic data API that enforces SQL validation, role-based access control, PII masking, and audit logging at the MCP tool boundary, letting users query governed data through natural language with three MCP tools: query_sql, search_docs (pgvector semantic search), and lookup_metadata (role-filtered schema discovery).

deepakmeena61/policymesh

spark-ordernet-mcp

by anhermon

Read-only MCP server for accessing Spark/Ordernet brokerage accounts, including Meitav Trade, Psagot, IBI, Nesua, and Gaon. Enables querying holdings, transactions, orders, returns, security lookup, price history, standing orders, and market news via natural language.

anhermon/spark-ordernet-mcp

MCP Chat

by sandeeppamujula

A command-line interface application that enables interactive chat with AI models via the Anthropic API, supporting document retrieval and command-based prompts through the MCP architecture.

SandeepPamujula/mcp

iCloud CalDAV MCP Connector

by localhost433

An HTTP Model Context Protocol (MCP) server exposing iCloud Calendar (CalDAV) tools so MCP-aware clients can list calendars, read events, and create/update/delete events using an iCloud app-specific password.

localhost433/icloud-mcp

mcp-servers

by goofansu

🚀 The Model Context Protocol servers on my machine

goofansu/mcp-servers

THU Agent by CyberCraze

by cybercrazetech

An interactive coding agent and MCP server that provides access to various AI models via the Tsinghua University lab proxy API. It enables users to inspect files and execute shell commands within their local directory using models like DeepSeek, GLM, and Qwen.

cybercrazetech/THU-deepseek-glm-api-mcp-server

AutoFlow Gateway

by lidicn

Central MCP gateway for smart home automation, enabling agents to safely control Home Assistant and Node-RED with identity-based access, human confirmation for writes, and a WebUI for governance.

lidicn/AutoFlow

Garmin Workout Pipeline

by k-schmidt

Enables building and uploading structured workouts to Garmin Connect using YAML or natural language, supporting running, cycling, and strength with zones and circuits.

k-schmidt/Garmin-Workout-Pipeline

siglent-mcp

by dvsproductions

Control a Siglent SPD1305X (or SPD1000X series) programmable DC power supply from Claude Code over Ethernet using SCPI commands, with safety limits and monitoring tools.

DVSProductions/siglent-mcp

Azure Data Explorer MCP Server

by minaseem

Enables AI assistants to execute KQL queries against Azure Data Explorer and explore database resources like tables and schemas.

minaseem/adx_mcp

fred-macro-mcp

by kevinkda

Enables LLM agents to query US macroeconomic time series from FRED, including GDP, CPI, unemployment, and interest rates, for contextual research.

kevinkda/fred-macro-mcp

learn-agentic-ai-main

by mavia-ahmed

Mavia-Ahmed/learn-agentic-ai-main

Google Cloud MCP Server

by nsachin08

Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manage node pools, and retrieve server configurations. It includes automated scripts for deploying and testing sample applications across multiple GKE Autopilot clusters.

nsachin08/gcpmcp

QGIS MCP

by lefcgis

Connect QGIS to Claude AI through the Model Context Protocol (MCP), enabling Claude to directly control QGIS — manage layers, edit features, run processing algorithms, render maps, and more.

lefcgis/qgis-mcp

EcommAPI

by devpedrofalchi

Enables AI-powered analysis of e-commerce products and sales data, proposing price and description changes that require human approval before being applied to the Bling ERP system.

DevPedroFalchi/EcommAPI

mcp-is-dangerous

by shaojiejiang

ShaojieJiang/mcp-is-dangerous

twexam-mcp

by pass-and-prosper

A server for querying, practicing, and analyzing exam questions from Taiwan's national examinations, offering 20 tools including search, statute lookup, weak topic review, and readiness assessment.

pass-and-prosper/twlawexam-mcp

fin-copilot-mcp

by jedipercy

An enterprise-grade, deterministic multi-agent financial analytics engine that processes natural language financial queries, generates dialect-validated SQL, pulls live market data, and executes a self-healing verification loop before presenting synthesized results.

JediPercy/fin-copilot-mcp

openqa-mcp

by mimi1vx

Enables interaction with openQA instances through the REST API, offering read tools for jobs, machines, and test suites, as well as mutating tools like restart and cancel with optional authentication.

mimi1vx/openqa-mcp

github-code-rag-mcp

by suyu-creator

MCP server for GitHub code retrieval and reuse, using SQLite+FTS5 indexing and search history to enable search-first, requirements-refined code search from GitHub repositories.

suyu-creator/github-code-rag-mcp

quantum-resource-estimator

by deduckproject

Estimates physical quantum resources (qubit count, runtime) for quantum algorithms on fault-tolerant hardware through natural language queries.

DeDuckProject/quantum-resource-estimator-mcp

crossref-mcp

by dam2452

Enables searching and retrieving scholarly metadata from Crossref's public REST API, including works, journals, funders, and members, without requiring an API key.

dam2452/crossref-mcp

things-mcp

by than

An MCP server for Things 3 on macOS that enables reading and writing tasks, projects, and more via Claude, using read-only SQLite and the official Things URL scheme.

than/things-mcp

codexpro-bridge

by bsbofmusic

A companion MCP server that exposes live Hermes Skills, filtered native MCP tools, and conditional Memos recall to ChatGPT while isolating Bridge failures from CodexPro VPS operations.

bsbofmusic/codexpro-bridge

Telegram MCP Server

by stoypenny

Enables AI assistants to interact with users via Telegram to request decisions, approvals, or specific input through text and clickable buttons. This facilitates a human-in-the-loop workflow where the AI can pause for feedback or send status notifications during long-running tasks.

StoyPenny/mcp-kilo-telegram

Silent Brief MCP Server

by warmachine2121

MCP server for generating legal and business documents via Silent Brief API. Pay with Monero, no accounts needed.

warmachine2121/silent-brief-mcp

RAG Query MCP Server

by akashbakshi99

Enables querying a hybrid-retrieval RAG pipeline (dense + BM25) over ingested PDF documents, returning answers generated by Gemini.

Akashbakshi99/RAG-Using-LangChain-MCP

orita-mcp

by alkilo-do

MCP server that exposes the Orita scheduling API as tools for AI agents, enabling them to look up event types, book appointments, and manage bookings.

Alkilo-do/orita-mcp

mcp-fts5-starter

by zx22413

Drop-in MCP server template with SQLite FTS5 search backend. ~300 lines, no vector DB, no embedding API, runs on a Pi.

zx22413/mcp-fts5-starter

Nornir MCP Server

by ceasarjackson

Enables natural language orchestration of multi-vendor network infrastructure by combining NAPALM for structured data retrieval and Netmiko for CLI execution via Nornir.

CeasarJackson/nornir-mcp-server

kafka-sentinel-mcp

by sanjay-amu

Read-only MCP server for Kafka cluster health, consumer lag, partition state, and replay-readiness, enabling AI agents to diagnose streaming incidents without write access.

sanjay-amu/kafka-sentinel-mcp

kismet-wireless-mcp

by a-g-u-p-t-a

A read-only MCP server for querying Kismet Wireless systems, enabling AI agents to retrieve network status, datasources, devices, and alerts via REST API.

A-G-U-P-T-A/kismet-wireless-mcp