The MCP Trust Index.

utauMCP

by scpgamerscp

Controls OpenUtau (vocal synthesis software) from Claude Desktop, enabling project creation, editing, and live note manipulation via a bridge plugin.

SCPgamerscp/utauMCP

MCP Hub

by cai-chang

Aggregates multiple MCP servers into a single standard MCP interface for agents like Claude Code, with automatic tool prefixing and hot-reload.

Cai-Chang/MCP-Hub

nanoboy-social-mcp

by 365diascollaboration-prog

MCP server for Instagram growth in LATAM, enabling automated DM flows, comment management, and account analytics.

365diascollaboration-prog/ig-latam-mcp

FinDB Reporting MCP Server

by appwrite-community

A read-only MCP server for the FinDB demo database, exposing customer, account, card, and transaction reporting tools over stateless Streamable HTTP.

appwrite-community/finance-mcp-demo

my-tg-mcp

by kiaquila

Read-only MCP access to a personal Telegram account. Allows querying chats, reading and searching messages via Streamable HTTP.

kiaquila/my-tg-mcp

MCP_Projects

by kritadnya

A model context protocol server example collection that demonstrates tool integration, stdio and HTTP transports, and LangChain adapters for building AI-powered applications.

kritadnya/MCP_Projects

Cybersecurity Threat Intelligence MCP

by foundrynet

Provides CVE search enriched with EPSS exploit likelihood and CISA KEV status, plus live IP/domain reputation and a real-time threat feed for AI agents.

FoundryNet/cyber-intel-mcp

MCP Playwright Weather Israel

by chayaetrog

Enables an LLM to retrieve Israeli weather forecasts by controlling a real Chromium browser to search and scrape a weather site.

ChayaEtrog/McpPlaywrightWeather

macOS Mail MCP

by wherecodegetscooked

Discovers and reads mail accounts configured in Apple Mail via macOS automation, allowing MCP clients to access email without storing passwords.

wherecodegetscooked/applemail-mcp

tron-event-mcp

by 0xbigapple

Enables natural-language-driven on-chain data analysis for TRON blockchain events via MongoDB, allowing AI assistants to query blocks, transactions, contract events, and perform analytics like aggregations, histograms, and address profiling.

0xbigapple/tron-event-mcp

Lunar Birthday MCP Server

by haema3

Enables Korean lunar-solar birthday conversion, including leap month support, using a Streamable HTTP MCP server.

haema3/lunar-birthday-mcp

Agent Data Bridge

by ariascarlet132

An MCP server that provides data bridging from Spring Boot interfaces and a lightweight Python sandbox for script execution. It enables agents to fetch data as Markdown or Parquet files and perform automated data analysis within a controlled environment.

AriaScarlet132/sandbox_mcp

skypilot-mcp

by alex000kim

MCP server for SkyPilot that lets LLMs manage cloud clusters, jobs, and storage through the Model Context Protocol.

alex000kim/skypilot-mcp

ai-care-agent-mcp

by caresolace

MCP server for headless care coordination, providing tools for case-aware provider search powered by ai-carematch.

caresolace/ai-care-agent-mcp

root-ext-viz

by graphgrow

Data-visualization MCP server for ROOT Workspace. It enables creating and iterating on charts (Vega-Lite, Python plots) with a persistent kernel and vision loop.

graphgrow/root-ext-viz

Gemini Image MCP Server

by turanmural

Enables image generation and prompt enhancement within Claude.ai by leveraging Google Gemini models. It allows users to create visual content in various styles like photorealistic and 3D render directly through natural language.

turanmural/gemini-mcp-server

GitHub MCP Server

by utkarsh-kumar-singh

Enables AI assistants to interact with GitHub repositories via the REST API, supporting repository listing, detail retrieval, and issue management.

Utkarsh-kumar-singh/MCP-INTEGRATION-GitHub

social-intel-mcp

by foundrynet

Provides AI agents with real-time social trends, cross-platform sentiment, viral content velocity, and brand mentions from Reddit, Hacker News, and Google Trends.

FoundryNet/social-intel-mcp

DatabaseMCP

by leovegasys

An MCP server that enables AI agents to safely explore and interact with MySQL databases through dynamic tool generation from stored procedures. It provides database discovery capabilities and intelligent procedure categorization while enforcing security restrictions to prevent data modification.

LeoVegaSys/DatabaseMCP

linux-app-deployer

by yogeshsonawane-dev

A FastMCP server for managing and deploying applications on Linux systems. It provides a secure interface for running system commands, managing packages, and deploying containerized applications.

yogeshsonawane-dev/linux-app-deployer

RAG_0 MCP Task Planner

by yazeedbesher12

A local Python MCP server that creates a GitHub issue, Notion task page, and Google Calendar event from a single task description, enabling project management across multiple platforms.

yazeedbesher12/MCP_Server

Eos Fitting MCP Server

by theonlysinjin

MCP server that wraps the Eos EVE Online fitting engine. Agents propose fit changes; this server applies them, recalculates, and returns a FitReport.

theonlysinjin/pyfa-mcp

SEO Analytics MCP

by jafforgehq

An MCP server that integrates Google Search Console and Google Analytics 4 to provide unified SEO and web traffic analysis. It allows users to fetch search performance data, merge page metrics, and generate automated trend reports or actionable insights through tool calls.

jafforgehq/google-analytics-mcp

FinanceMCP

by beta0024

An MCP server that provides AI-powered financial intelligence tools, including stock advisory, technical analysis, prediction, portfolio optimization, and market regime detection for Indian markets.

Beta0024/FinanceMCP_v4

Mobile MCP Command Bridge

by xd06

A controlled local program execution bridge for mobile MCP clients, exposing structured tools for running programs, file operations, and network diagnostics without shell access.

XD06/MCP_Command_Bridge

Review Analysis MCP Server

by chandanrocky

A local, privacy-friendly pipeline for analyzing customer reviews using Ollama for sentiment analysis and issue clustering.

ChandanRocky/mcp

materials-semantic-mcp

by tehscientist

An MCP server that provides governed metric definitions and provenance-labeled memory for materials test labs, enforcing quality system discipline on agent interactions.

Tehscientist/materials-semantic-mcp

UE-MCP

by chengdagong

Enables AI assistants to interact with Unreal Editor 5 through the Python remote execution protocol. It allows for managing the editor lifecycle, configuring project settings, and executing Python scripts directly within the Unreal Engine environment.

chengdagong/ue-mcp

Frasurbane MCP Server

by dmarsters

Provides tools for analyzing and generating content in the Frasurbane aesthetic through a structured taxonomy of typography, color palettes, and photography parameters. It enables users to enhance image-gen prompts and evaluate compositional tension using a specialized 5D coordinate system.

dmarsters/frasurbane-mcp

FinSight

by hitub1316

An AI-powered financial analyst MCP server that enables stock performance analysis, company comparison, and market trend interpretation directly in your IDE using local AI.

Hitub1316/FinSight

Mcp Server

by jspark2504

Enables dependency, security, and coding convention checks for Python and Java projects via MCP tools. Supports local paths or Git URLs.

jspark2504/Mcp-Server

mcp-101

by pchs20

Small Python MCP server experiments

pchs20/mcp-101

Software Management MCP Server

by bs4876

Enables AI agents to automate local software management workflows including installation, uninstallation, updates, and environment recommendations. It provides a standardized, non-interactive interface for managing system applications and tracking software versions safely.

Bs4876/mcp

Expense Tracker MCP Server

by levi-31

Enables managing personal expenses, budgets, and financial summaries through natural language, with tools for adding, listing, updating, deleting expenses, setting budgets and credits, and generating dashboards.

Levi-31/expense-tracker-mcp-server

memory-mcp

by jmars

Persistent knowledge graph MCP server with SQLite backend, offering graph traversal, fuzzy search, and temporal queries for entities and relations. It serves as a drop-in replacement for the npm mcp-server-memory with enhanced capabilities.

jmars/memory-mcp

HR System MCP Server

by balaganaparthi

Enables employee information lookup, directory listing, payroll access, and time-off request management with Okta token validation.

BalaGanaparthi/hr-mcp

textbook-agent-mcp

by leonardpuettmann

MCP server that exposes an Italian textbook's OCR content, structured exercises, and progress tracking, enabling chatbot agents to interact with the book for language learning.

LeonardPuettmann/texbook-agent-mcp

Autoware MCP Server

by newslabntu

Universal bridge between AI agents and Autoware autonomous driving stack, enabling AI-driven mission planning, real-time vehicle control, and adaptive decision-making.

NEWSLabNTU/autoware-mcp

Telegram Bot MCP

by pixellover1433

Exposes Telegram Bot API operations as MCP tools, enabling managing messages, chats, and forum topics via a FastMCP server.

pixellover1433/TelegramBotMCP

lowlevel-computer-use-mcp

by ding-ding-projects

Enables MCP agents to automate real GUI applications on headless desktops, providing background mouse/keyboard control, window/process management, screenshots, and safe human handoff without disturbing the user's desktop.

Ding-Ding-Projects/lowlevel-computer-use-mcp

Reachy Mini MCP Server

by pixelml

Enables natural language control of Reachy Mini robots for tasks like head movement, camera capture, and performing choreographed dances or emotions. It includes local, low-latency text-to-speech capabilities with synchronized head animations for lifelike interaction.

PixelML/reachy-mini-mcp

Space Dust MCP

by jwang47

Lets users shape Space Dust synthesizer presets by describing the sound they want in natural language, instead of turning knobs. It reads, creates, adjusts, and compares preset files, with safety rails and live updates.

jwang47/Space_Dust_Synthesizer_MCP

rejestr-io-mcp

by quverlabs

MCP server providing access to Polish business registers (KRS, CRBR) via the rejestr.io API, enabling search, retrieval of organizations, beneficial owners, financial documents, and more.

QuverLabs/rejestr-io-mcp

nina-mcp

by anarcoiris

Enables AI agents to control N.I.N.A. astronomy software remotely, including mount, camera, sequencer, and other equipment via the ninaAPI plugin.

anarcoiris/NINA-Smart-Scheduler

World Cup 2026

by friozi

Provides a tool to retrieve today's 2026 FIFA World Cup matches, including teams, time, venue, and scores.

friozi/MCP-World-Cup-2026

Strava Coach MCP Server

by colinfrisch

Enables AI assistants to access Strava running data, route planning, and weather information for intelligent running coaching.

colinfrisch/chathletique-mcp

android-device-mcp

by prashant1507

Provides comprehensive Android device management capabilities through ADB, including device management, app management, file operations, and system monitoring.

prashant1507/android-device-mcp