The MCP Trust Index.

websearch-mcp

by jason920612

Semantic web search MCP server that navigates the live web using a cheap LLM and local embeddings, caching results for fast responses to similar queries without relying on general search engines.

jason920612/websearch-mcp

calendar-mcp-server

by biterik

A thin, privacy-respecting CalDAV toolkit that lets an LLM read and manage your calendars safely, with dry-run writes and role gating.

biterik/calendar-mcp-server

FinQ4Cn-mcp-server

by jinhongzou

适合国内使用的量化金融mcp server

jinhongzou/FinQ4Cn-mcp-server

Task Manager MCP Server

by santiagoarangoeverglow

Enables CRUD operations on a SQLite task database with filtering by status and priority.

santiagoarangoEverglow/mcp-task-server

serpermcp

by the-thought-magician

The-Thought-Magician/serpermcp

pipecat-docs-mcp

by dtufail

Enables searching Pipecat documentation and GitHub issues for grounded answers about APIs, configuration, code examples, and provider comparisons.

DTufail/pipecat-docs-mcp

Ableton Live MCP Server

by kiffhei

Control Ableton Live using natural language via Claude Code, with music theory engine for progressions, project persistence, and song cloning.

kiffhei/Ableton-MCP

acronis-mcp

by mspbotsai

MCP server that exposes Acronis Cyber Protect Cloud APIs as 14 read-only tools for managing alerts, tasks, agents, resources, policies, and tenants.

MSPbotsAI/acronis-mcp

Schedule MCP Server

by jameslundie42

Integrates Google Calendar and Notion to enable Claude to manage your schedule, plan tasks, detect conflicts, and keep appointments and tasks synchronized.

jameslundie42/schedule-mcp

HFSS MCP Server

by leonardwy

An MCP server for automating ANSYS HFSS simulations, providing persistent connections and a suite of tools for modeling, simulation, and post-processing.

leonardwy/HFSS_McpServer

mcp-idx

by yogasakti

IDX stocks mcp

YogaSakti/mcp-idx

plant-mcp

by azureiraraavis-png

MCP server for managing houseplants by recording waterings and observations, providing care reminders and diagnosis through natural language.

azureiraraavis-png/plant-mcp

thinqee

by aiskreme

An honest, cite-or-abstain persona engine that answers questions about a specific person based on a signed knowledge base, declining anything not in the notes.

AisKreme/thinqee

mcp_weather

by gfsantos2

Provides real-time weather temperature queries for any city with an interactive UI form, using Open-Meteo API (no API key needed).

gfsantos2/mcp_weather

Logitech Sync MCP

by bouchecousue

A read-only MCP server for the Logitech Sync Cloud API, providing tools to inspect rooms, desks, devices, health, occupancy, coverage, environmental readings, and network information.

bouchecousue/logitech-sync-mcp

korean-agriculture-mcp

by songt-50

MCP server for Korean agricultural wholesale market real-time auction data from 32+ markets with 63K+ daily records via data.go.kr public API.

SongT-50/korean-agriculture-mcp

Traefik MCP Server

by theupriser

Enables AI assistants to query and manage Traefik reverse proxy configurations, including routers, services, and middlewares, through natural language. It supports monitoring service health, viewing statistics, and performing administrative tasks across various providers like Docker.

theupriser/treafik-mcp

Gerrit MCP Server

by iceleaf916

An MCP server that enables language models to query and manage Gerrit code reviews via the REST API.

iceleaf916/gerrit-mcp-server

TriCaster MCP Server

by mkammes

An MCP server that lets Claude control a Vizrt TriCaster via its HTTP API, enabling natural language control of sources, transitions, recording, streaming, audio, and macros.

mkammes/TriCaster_MCP

MCP Outlook

by vince1024

Enables AI assistants to manage Microsoft Outlook emails, calendar events, contacts, and folders via COM automation.

Vince1024/Outlook-MCP

AppFlowy Cloud MCP Server

by jemo69

Enables interaction with the AppFlowy Cloud API to manage workspaces, databases, and row operations. It provides tools for authentication, resource discovery, and full row manipulation including creation and upserts.

Jemo69/Appflowy-MCP

DocReaderMCP Server

by prafulsapkota

Enables reading and streaming of organization document formats (PDF, DOCX, Excel, CSV, TSV, TXT) as Markdown, with support for page ranges and sheet selection.

prafulsapkota/MCP-doc_reader

sdlc-assist-mcp

by ramseychad1

Gives AI assistants read access to SDLC project artifacts stored in Supabase, enabling natural language queries about projects, artifacts, screens, and tech stacks, with optional IT cost estimation via Vertex AI Gemini.

ramseychad1/sdlc-assist-mcp

Google Ads MCP Reader

by ceotind

A read-only MCP server for querying Google Ads data using GAQL, enabling AI assistants to safely read campaign performance, ad groups, and keywords.

ceotind/open-google-mcp

PPTX MCP Server

by shjanjua

Enables AI assistants to create, edit, and manipulate PowerPoint presentations programmatically with support for text styling, shapes, slide rearrangement, and direct Office XML access.

shjanjua/pptx-mcp-server

ecommerce-catalog-agent

by ehrekov

Enables conversational product search and validation for e-commerce catalogs, with hybrid retrieval and live price/stock checks from a database.

EHrekov/ecommerce-catalog-agent

memcp

by maydali28

A persistent memory MCP server for Claude Code - Recursive Language Model integration for Claude Code inspired by MIT CSAIL paper

maydali28/memcp

emcp

by slezica

MCP server providing filesystem operations, shell execution, and web search capabilities.

slezica/emcp

Image Generation MCP Server

by jorsenc

Enables text-to-image and pixel art generation using Pollinations.ai with no API key required, and supports multiple models like Flux.

jorsenc/image-gen-mcp

Serper MCP Server

by garylab

A Serper MCP Server

garylab/serper-mcp-server

Google Maps MCP Server

by arthurkatcher

Enables AI assistants to access Google Maps services including places search, details, directions, geocoding, and nearby search through natural language.

arthurkatcher/google-maps-mcp

LibraryMCP

by babosina

A library management MCP server supporting book search, member management, and loan operations through natural language commands.

babosina/libraryMCP

cmxflow

by b-shields

Enables building, running, and optimizing cheminformatics pipelines via composable blocks, with an MCP agent interface for natural language interaction.

b-shields/cmxflow

University Course Catalog MCP Server

by chandrabhanu18

Provides intelligent access to a university course catalog with full-text search, prerequisite tracking, instructor lookups, and course comparison prompts.

chandrabhanu18/Model-Context-Protocol-MCP-Server-for-a-University-Course-Catalog-Mandatory

weather-mcp-server

by shekar-889

Provides current weather, forecasts, trend predictions, and personalized recommendations for any location using the Open-Meteo API.

shekar-889/weather-mcp-agent

Cortex

by turfptax

Provides persistent memory to AI agents through a wearable device, storing notes, sessions, and activities in a local SQLite database accessible via MCP.

turfptax/cortex-mcp

karellen-lsp-mcp

by karellen

Provides LLM clients with structured code intelligence through LSP servers, enabling queries for definitions, references, call hierarchies, and more.

karellen/karellen-lsp-mcp

Responsible-AI-Labs/rail-score-mcp

by responsible-ai-labs

Responsible-AI guardrails for agents: scoring with policy, injection & PII detection, DPDP.

Responsible-AI-Labs/rail-score-mcp

MySQL MCP Server

by woodrose233

Enables interaction with MySQL databases via HTTP/SSE, allowing SQL query execution and table data access through the Model Context Protocol.

Woodrose233/MySQL_MCP_Server_Based_On_HTTP_SSE_URL

yandex-wiki-search-mcp

by dlbolshov

MCP server for Yandex Wiki with full-text search. Read and write pages, comments, attachments, and dynamic tables (grids); optional server-side read-only mode for agents. Docker-ready.

dlbolshov/yandex-wiki-search-mcp

daruma

by r-darwish

A lightweight, local-first MCP server and CLI that helps developers and AI coding agents store and retrieve lessons learned during development, using SQLite and context-aware filtering.

r-darwish/daruma

Manticore Search MCP

by manticoresoftware

Connect AI assistants to Manticore Search. Execute SQL queries, list tables, get schemas, and fetch documentation. Perfect for building RAG applications and search-powered AI agents.

manticoresoftware/mcp-manticore

MindManager MCP Server

by robertzaufall

MindManager MCP Server for Automation and Integration on Win + macOS

robertZaufall/mindm-mcp

weather-mcp-server

by aarvijayanand

A Python MCP server that provides current weather conditions and multi-day forecasts for cities worldwide using the Open-Meteo API. It exposes tools to get current weather and forecasts without requiring an API key.

aarvijayanand/weather-mcp-server

mcp-weatherapi

by bsparks

Provides weather data tools using the WeatherAPI.com service, including current conditions, forecasts, location search, astronomy, and air quality.

bsparks/mcp-weatherapi

MCP PDF Reader Server

by labeveryday

Enables comprehensive PDF processing including text extraction, image extraction, and OCR capabilities for reading text within images across multiple languages.

labeveryday/mcp_pdf_reader

SchemaVault

by gszecsenyi

MCP server for storing and retrieving database schema information for LLMs. Enables auto-loading Databricks Unity Catalog schemas and vector-based semantic search via configurable embedding service.

gszecsenyi/SchemaVault_MCP