The MCP Trust Index.

mocoVoice MCP Server

by mocomoco-inc

Enables transcription of audio and video files using mocoVoice API, allowing users to start transcription jobs and retrieve results directly from Claude Desktop.

mocomoco-inc/mocovoice-mcp-server

Hetzner Cloud MCP Server

by isyvertsen

Enables LLMs to manage and monitor Hetzner Cloud infrastructure, including servers, firewalls, networks, and snapshots, while keeping the API token local and secure.

isyvertsen/hetzner-mcp

nanobanana-mcp-server

by zzgael

An MCP server that provides AI image generation using Google Gemini models with intelligent model selection, aspect ratio control, and support for high-quality outputs up to 4K.

zzgael/nanobanana-mcp-server

MCP Info Gatherer

by eskuratov

Enables searching and gathering information from multiple online sources (web, Twitter/X, Telegram, GitHub, Hugging Face, arXiv) through a unified MCP interface.

ESkuratov/mcp-info-gatherer

cert-manager-mcp-server

by pibblokto

Enables management and troubleshooting of cert-manager certificates and resources in Kubernetes, including listing, inspecting, and renewing certificates, managing issuers, and switching Kubernetes contexts.

pibblokto/cert-manager-mcp-server

AIBrain

by nitishkashyapr

A personal, offline-first memory for AI assistants that enables them to read, search, and write to a shared folder of Markdown files, so they all remember you without needing a cloud.

NitishKashyapR/unified-ai-memory

GoldenPi Bonds MCP Server

by hackbansu

Provides tools to list and search bonds from GoldenPi via reverse-engineered API endpoints.

hackbansu/goldenpi-mcp

Board Terminal Skill

by kkst1

MCP server for running shell commands on a Linux development board via UART serial.

kkst1/uart-and-order-SKILL-for-board-based-on-MCP

AceDataCloud ShortURL

by acedatacloud

URL shortening and management through the AceDataCloud API platform.

acedatacloud/shorturlmcp

YouGile Secure MCP

by ropuwz-dot

Provides read-only access to YouGile project management data including tasks, boards, columns, and users via the YouGile API v2.

ropuwz-dot/MCP-Yougile

invokit-mcp

by invok-it

Official MCP server for invok.it, the API marketplace for AI agents. Enables searching, evaluating, and invoking AI tools directly from MCP-compatible clients like Claude Desktop and Cursor.

invok-it/invokit-mcp

universal-image-mcp

by manu-mishra

MCP server for multi-provider AI image generation (AWS Bedrock, OpenAI, Google Gemini) enabling image generation, transformation, and editing through a unified interface.

manu-mishra/universal-image-mcp

kr-elections-mcp

by taehyun-lim

MCP server for South Korean election research, providing tools to search candidates, retrieve election results, and lookup campaign booklet texts using NEC open data and the krpoltext dataset.

taehyun-lim/kr-elections-mcp

sumo-logic-mcp

by rajfirke

MCP server for Sumo Logic — 37 tools for searching logs, managing monitors, alerts, dashboards, collectors, and metrics. Zero hardcoded org-specific values.

rajfirke/sumo-logic-mcp

rndocs

by androidpoet

Search and read React Native documentation offline from the terminal.

AndroidPoet/rndocs

mcp-brasilapi

by silasrm

Exposes the BrasilAPI as MCP tools, enabling AI agents to query Brazilian public data such as CEP, CNPJ, DDD, IBGE, banks, PIX, FIPE, NCM, exchange rates, taxes, weather, CVM information, holidays, ISBN, domains, stock tickers, and TUSS.

silasrm/mcp-brasilapi

TIDAL Music MCP

by raydollete

Enables searching, managing playlists, getting recommendations, and downloading music from TIDAL through natural language commands via the Model Context Protocol.

raydollete/tidal-dl-mcp

ardupilot-mavlink-mcp

by rmeadomavic

Enables AI agents to interact with an ArduPilot vehicle in real-time via MAVLink, including reading state, inspecting and changing parameters, switching flight modes, diagnosing arming failures, and gated arming/disarming.

rmeadomavic/ardupilot-mcp

swarm-suite

by fozzfut

An AI engineering team for embedded firmware, lab automation, and hardware drivers. It uses 53 specialized experts and a datasheet-to-release pipeline to produce auditable, hardware-aware code.

fozzfut/swarm-suite

ghidraMCP

by albertlab0

An Model Context Protocol server that enables LLMs to autonomously reverse engineer applications by exposing Ghidra's decompilation and analysis tools. It allows AI agents to list code structures, rename methods, and analyze binaries directly through MCP-compatible clients.

albertlab0/GhidraMCP

leave_manager

by ramehnagella

Enables natural-language-based employee leave management including leave balance checks, leave applications, approvals, and history retrieval through an MCP-compatible client.

RamehNagella/mcp_server_fun_eval_llm_judge

CADPilot

by lburny

AI pilots FreeCAD. Provides full control of FreeCAD for parametric modeling, assembly, geometry sensing, and more via MCP tool calls.

LBurny/cadpilot

reclaim-mcp-server

by universalamateur

unofficial MCP (Model Context Protocol) server for Reclaim.ai calendar integration - manage tasks, habits, and smart scheduling through AI assistants like Claude.

universalamateur/reclaim-mcp-server

BackTest_MCP

by dor1toes

A stock backtesting engine MCP server that fetches stock data, validates and executes dynamic strategies, and generates backtest results and reports.

Dor1Toes/BackTest_MCP

anker-solix-mcp

by gkoenig

Enables LLM agents to query live data from Anker Solix solar systems (Solarbank, expansion batteries, Smartmeter) via natural language, such as current solar production or battery state of charge.

gkoenig/anker-solix-mcp

Infini Payment MCP Server

by yanboishere

Enables cryptocurrency payment processing through the Infini Payment API, supporting order management, multi-chain withdrawals, and webhook verification for USDC/USDT transactions.

yanboishere/infini-mcp

Notebooklm-Unofficial-API-MCP

by devstackk

A thin MCP wrapper around the unofficial Google NotebookLM Python client, enabling notebook management, source handling, chat, artifact generation, deep research, and sharing via MCP tools.

DevstackK/Notebooklm-Unoffical-API-MCP

gg-mcp

by tannht

A Model Context Protocol (MCP) server that connects AI agents to Google Workspace (Gmail, Calendar, Drive, Docs, Sheets, and Slides).

tannht/google-cloud-mcp

Finance MCP Server

by lord2709

Enables financial calculations such as compound interest, loan EMI, and savings goal projections through natural language.

Lord2709/MCPs

Unified Search MCP Server

by jdeun

Enables unified searching across Google Scholar, Google Web Search, and YouTube with enterprise features like caching, rate limiting, and monitoring. Supports simultaneous multi-source searches with filtering options for academic papers, web content, and videos.

JDeun/unified-search-mcp-server

digital-twin

by squall321

Enables natural language control of a digital twin simulation pipeline for phone drop tests, converting LS-DYNA .k meshes to solid .k files with hand grip poses using 7 MCP tools.

squall321/DigitalTwinSimulation

learning-assistant-mcp

by wysernils04

A spaced-repetition study scheduler that syncs with Obsidian notes and uses SBB commute data to optimize study slots.

wysernils04/learning-assistant-mcp

Iconfont MCP Server

by ningyuanlee

Enables AI assistants to search and download SVG icons from iconfont.cn, with support for style filtering and automatic login.

NingYuanLee/search-iconfont-mcp

GitHub Code MCP

by hareeshbounteous

Enables read access to GitHub source code, including code search, file contents, symbols, and Java-aware fragment extraction, with optional per-call repository overrides.

hareeshbounteous/github-mcp

Vigil

by alexlaguardia

MCPWatch: observability for MCP servers. One line instruments any Python MCP server (FastMCP and the low-level Server) and tracks per-tool latency (p50/p95/p99), error rates, silent failures (empty/null returns and isError), and call volume. REST API, CLI, and alert hooks. MIT, no config required.

AlexlaGuardia/Vigil

Health Canada Drug Product Database MCP Server

by wkurzatz

Enables querying the Health Canada Drug Product Database for information on approximately 47,000 approved drugs, including human pharmaceuticals, biologics, veterinary drugs, radiopharmaceuticals, and disinfectants.

wkurzatz/PharmacyMCP

Proplist MCP Hello World

by ksengineerspc

Minimal FastMCP server that lists worksheet names, IDs, and visibility from a SharePoint Excel workbook via Microsoft Graph.

ksengineerspc/kse-proplist-mcp

redteam-mcp

by samirjani03

A penetration testing MCP server that runs 20 hacking tools inside a Kali Linux Docker container, enabling AI assistants to execute security scans and attacks via natural language.

samirjani03/redteam-mcp

Karenina MCP

by biocypher

Enables natural language querying of Karenina benchmark verification results stored in SQLite databases, allowing AI assistants to explore and analyze model performance data without writing SQL manually.

biocypher/karenina-mcp

EmergencyOps MCP Server

by jdbruh18

Enables LLM agents to access live seismic data, calculate emergency vehicle routes, and dispatch first responders to incidents.

jdbruh18/emergencyops-mcp-server

carrydesk

by pelazas

Cross-sectional funding-carry rankings for Hyperliquid perpetual futures, metered per call in USDC via x402 on Base.

pelazas/carrydesk

Math Animation

by bcefghj

Generates Manim-based educational math animations from text descriptions, LaTeX formulas, PDFs, or images.

bcefghj/math-animation-mcp

Moka MCP Server

by mingyangsun-sketch

Enables AI assistants to query Moka recruitment system data including candidates, jobs, pipelines, and talent pools through read-only MCP tools.

mingyangsun-sketch/moka-mcpserver

vidscribe

by xfwang522

Transcribe any video URL to text with one command, supporting 1000+ sites via yt-dlp and multiple ASR providers.

XFWang522/vidscribe

Kenning PG MCP

by kenningai

A secure PostgreSQL Model Context Protocol server that provides read-only database access through tools like schema listing, object inspection, query execution, and EXPLAIN analysis, with database-enforced access control via read-only transactions and a minimal role rather than SQL text parsing.

kenningai/kenning-pg-mcp

simba-mcp

by fritsferdiansyah38-eos

Connects AI assistants to marketing mix models, enabling natural language data upload, performance modeling, budget optimization, and scenario testing.

fritsferdiansyah38-EOS/simba-mcp

asset-management

by disin7c9

A local, read-only MCP server (plus CLI) over your own stock/ETF transaction log. A deterministic core computes drawdown-first risk with bootstrap confidence intervals and validates targets with walk-forward verdicts. The assistant narrates, but the number fence makes it structurally impossible for the model to produce a figure.

disin7c9/asset-management