The MCP Trust Index.

Link Finder MCP

by webloom-agency

Find backlink opportunities, analyze competitors, discover similar domains with AI embeddings, and manage prospecting projects directly from any MCP client.

webloom-agency/link-finder-mcp

jPOS MCP Server

by mohisyed

An MCP server that gives AI agents deterministic, verified access to ISO 8583 field specs, MTI decoding, jPOS packager XML generation, deploy descriptor validation, message building, and jPOS documentation search.

mohisyed/JPOS-MCP

agentrecall

by shaxzodbek-uzb

Provides persistent, searchable memory with hybrid keyword and semantic search, storing memories in a single SQLite file without external dependencies.

shaxzodbek-uzb/agentrecall

J-Link RTT Viewer MCP

by misakamikoto128

Enables AI assistants to interact with STM32 development boards via J-Link debugger using RTT communication, supporting connection, logging, memory operations, and firmware flashing through natural language.

MisakaMikoto128/J-Link-RTT-Viewer-MCP

central-mcp

by andy5090

A centralized MCP hub for managing multiple coding agents across projects, enabling parallel, non-blocking dispatch and orchestration from any MCP-capable client.

andy5090/central-mcp

Kerykeion MCP Server

by jasperb3

Enables astrological chart generation including natal charts, synastry, transits, composite charts, and planetary returns using the Kerykeion library. Supports multiple output formats (text, SVG, PNG) and customizable themes, house systems, and languages.

Jasperb3/kerykeion-mcp

File Manage MCP Server

by duaghwls

Enables LLMs to organize and manage Windows file systems with intelligent file analysis, automated grouping, renaming with date prefixes, and safe operations through dry-run mode and sandbox restrictions.

duaghwls/FileManageMCP

Mist MCP Server

by rolfsormo

Provides reliable access to Juniper Mist from AI tools like Cursor and VS Code, enabling natural language interaction with Mist API without writing code.

rolfsormo/mist-mcp-server

diff-explainer

by ashwani983

AI-powered git diff analysis with human-readable explanations, risk flags, and review checklists. Enables to explain any diff text or currently staged git changes through an MCP server.

ashwani983/diff-explainer

RAG Document Server

by vamshi9415

A deterministic MCP server for document processing and retrieval that enables AI agents to process, chunk, and vector-search documents without an LLM.

Vamshi9415/docrag-mcp

GMA2 MCP

by chienchuanw

An MCP server that lets AI assistants control grandMA2 lighting consoles via Telnet, exposing 41 high-level tools for cue management, fixture control, preset management, executor control, macro editing, appearance assignment, bulk operations, console state queries, show file management, read-back verification, and music show workflows.

chienchuanw/gma2-mcp

TheHive FastMCP

by hoopshaker

MCP server for TheHive that enables AI agents to manage cases, alerts, observables, and tasks.

Hoopshaker/thehive-fastmcp

StockLens

by johnhyeon

Provides AI with real-time stock data from Naver Securities and Yahoo Finance via 47 tools, enabling accurate analysis without API keys for Korean and US markets.

Johnhyeon/stocklens-mcp

weather-mcp

by benziela

Provides real-time weather data and alerts from the National Weather Service API, including forecasts for US locations and active alerts for US states.

Benziela/weather-mcp

treasury-fiscaldata-mcp

by jsconiers

Enables querying U.S. Treasury fiscal data including debt, interest rates, auctions, and more via natural language, with no API key required.

jsconiers/treasury-fiscaldata-mcp

MCP RAG

by fastmcp-me

A RAG-based knowledge base system supporting document processing, semantic search, and intelligent Q\&A with multiple AI model integrations.

fastmcp-me/mcp-rag

command-executor

by andrelip

Enables shell command execution with automatic pagination for large outputs, supporting custom directories and timeouts.

andrelip/paginate-stdout

mcp-agent-tools

by cidlucas

Enables AI agents to execute tools securely with Docker isolation, tier-based permissions, and feature flags, providing a centralized tool registry and MCP server.

CidLucas/mcp-agent-tools

mcp-browser-use

by fastmcp-me

Enables browser automation through MCP clients like Claude or Cursor, using the client's existing LLM without requiring an additional API key.

fastmcp-me/mcp-browser-use

Powder-Hound

by zinscott

Enables users to find the best ski resort snow conditions worldwide and search for flights to get there.

zinscott/Powder-Hound

conduit-mcp

by datakailabs

MCP server that gives AI agents access to the Conduit knowledge graph. Enables querying knowledge graph via three tools for question answering, context retrieval, and semantic search.

datakailabs/conduit-mcp

GitLab MCP Server

by prostoyvadila

Enables LLMs to interact with GitLab via MCP, providing access to issues, merge requests, pipelines, and repository files for browsing, searching, and reading details.

ProstoyVadila/gitlab_mcp_server

SyncContext

by infinity-ai-dev

MCP server that provides a shared semantic memory layer for AI coding agents, enabling teams to store, search, and sync context, decisions, and knowledge across projects with project-based isolation and multi-backend support.

infinity-ai-dev/SyncContext

pyaireader

by pigeonai-yang

MCP server for safely reading public URLs for AI agents, providing tools to fetch, extract, cache, and inspect web content as evidence.

PigeonAI-Yang/pyaireader

TD-MCP

by gleinkaa

MCP server + web dashboard for TouchDesigner. Inspect, optimize, and control TD patches from Claude Code or the browser.

Gleinkaa/td-mcp

watchcheck

by derkcc

Enables AI assistants to read live macOS processes and identify monitoring software, including Chinese enterprise EDR/DLP/MDM tools, through a read-only MCP server.

derkcc/watchcheck

Cloud Music MCP Server

by code-monkeyzhang

Enables AI agents to control NetEase Cloud Music playback, login, search, and get personalized recommendations through official APIs.

Code-MonkeyZhang/cloud-music-mcp

Constitutional-Court-decision-mcp

by woongaro

Enables searching and retrieving Korean Constitutional Court decisions using the official Open API, with search filters and full-text retrieval.

woongaro/Constitutional-Court-decision-mcp

google-sheets-mcp

by takehirokawaguchi

Enables Claude to read, write, append, create, and clear Google Sheets data using natural language.

takehirokawaguchi/google-sheets-mcp

Tri-Tender Pricing MCP

by sendsta

An MCP server designed to automate tender and RFQ pricing by extracting requirements from documents and building structured pricing models. It enables users to calculate final costs, compare market rates, and generate styled HTML pricing reports for PDF export.

sendsta/tri_tender_pricing_mcp

Steam游戏资讯Agent

by erimanga

基于MCP和LLM的游戏资讯智能体，支持查询Steam排行榜、总结游戏新闻和发送邮件简报。

Erimanga/BYOA

Paradex MCP Server

by tradeparadex

A bridge between AI assistants and the Paradex perpetual futures trading platform for managing accounts, vaults, and orders. It enables users to retrieve real-time market data, monitor positions, and execute trading strategies through the Model Context Protocol.

tradeparadex/mcp-paradex-py

MCP Weather Server

by dolgova

MCP server that provides current weather and forecasts via Open-Meteo API, with an optional ML-based next-day max temperature prediction.

dolgova/mcp-weather-server

iNAV MCP Server

by starlordz12

Enables configuration, diagnostics, and troubleshooting of iNAV fixed-wing flight controllers over USB via Claude.

starlordz12/inav-mcp

MCP Logger

by johnzolton

A personal fitness tracking server that enables logging and querying workouts, nutrition, and body metrics through a local SQLite database. Integrates with OpenNutrition MCP for food logging and supports exercise history tracking for workout progression.

JohnZolton/MCP-logger

Rasdaman MCP Server

by fastmcp-me

Enables natural language interaction with rasdaman databases, allowing users to list coverages, describe datacubes, and execute WCPS queries.

fastmcp-me/rasdaman-mcp

korea-realestate-mcp

by ohkyuetaek

Enables AI agents to query and analyze Korean apartment real estate transaction prices (sales and rentals) using natural language, providing tools for price trends, regional comparisons, and rent ratios.

ohkyuetaek/korea-realestate-mcp

tradingview-mcp

by mrxjeus-cpu

The most complete AI-powered trading toolkit for Claude and MCP clients, offering backtesting, live sentiment, Yahoo Finance, and 30+ technical analysis tools in one MCP server.

mrxjeus-cpu/trading-mcp-bot

Alpha Arena MCP

by kukapay

Enables AI agents to interact with Hyperliquid perpetual futures exchange for market analysis, account management, and risk-managed trading.

kukapay/alpha-arena-mcp

OpenAlex MCP Server

by nimazahedin

Enables AI agents to search and analyze OpenAlex scholarly database for OSINT research, including works, authors, institutions, funding, citations, and collaboration networks.

NimaZahediN/openalex-mcp

snowstorm-mcp-server

by ihtsdo

Enables AI assistants to look up, search, validate, navigate hierarchies, and expand value sets for SNOMED CT clinical terminology through the Model Context Protocol.

IHTSDO/snowstorm-mcp-server

dimetrics-mcp-server

by fellnerd

Enables natural language management of apps, services, resources, attributes, and data via the Dimetrics API with full CRUD operations and advanced filtering.

fellnerd/dimetrics-mcp-server

preset-mcp

by evan-kim2028

MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and datasets from Claude Code and other LLM agents.

Evan-Kim2028/preset-mcp

my-portfolio-mcp

by doug-harrison

A FastMCP server packaged for easy installation into Dataiku code environments, enabling the addition and execution of MCP tools.

doug-harrison/my-portfolio-mcp

meta-insights-mcp

by excellario

Provides Meta (Facebook/Instagram) business insights through the Graph and Marketing APIs, enabling access to ad accounts, pages, campaigns, and business assets using a System User access token.

excellario/meta-mcp-server

Planning Center Online API and MCP Server Integration

by jake-ccnh

Planning Center Online MCP Server

jake-ccnh/pco-mcp

CSMAR MCP

by jinyukikk0

Provides CSMAR metadata discovery, query feasibility probing, and local materialization for agent workflows, with caching and rate-limit management.

JinYuKiKK0/CSMAR-Data-MCP

calculator_mcp

by aicoder2048

A comprehensive MCP server providing basic and advanced math operations (addition, subtraction, statistics, etc.) as well as smart prompts for multiplication tables, equation solving, financial calculations, geometry, unit conversion, loan amortization, probability, and fitness analytics.

aicoder2048/calculator_mcp

vibevoice-asr

by tjameswilliams

Local speech-to-text transcription using Microsoft's VibeVoice-ASR model with speaker diarization, enabling audio transcription directly in AI tools like Claude Code, Cursor, and OpenCode.

tjameswilliams/vibevoice-server

q0t-telegram-mcp

by q0tik

A production-quality Telegram MCP server that sends messages via Telegram API, fixing bugs in the reference implementation. Provides tools to list dialogs, read messages, send messages, and mark chats as read.

q0tik/q0t-telegram-mcp