The MCP Trust Index.

Weather MCP Server

by skyloevil

Provides weather data including current conditions, daily forecasts up to 16 days, and hourly forecasts up to 7 days, using the free Open-Meteo API with no API key required.

skyloevil/weather-mcp

glm-mcp-server

by ifolin

Enables image analysis in Claude Code using Zhipu AI's GLM-4.6V vision model.

ifolin/glm-mcp-server

Granola MCP Server

by maxgerlach1

Integrates local Granola.ai meeting intelligence with Claude Desktop to enable searching and analyzing meeting transcripts, notes, and summaries. Users can perform natural language queries to retrieve meeting details, analyze participant patterns, and access full speaker-identified conversations.

maxgerlach1/granola-ai-mcp-server

airflow-mcp-server

by mehrozekhan73

An MCP Server for controlling Airflow via Airflow APIs.

MehrozeKhan73/MCP-Server-for-Airflow

agentic-framework-acp

by sanjay3290

Build custom ACP-compatible AI agents using your existing subscriptions. No API keys. No vendor lock-in. Supports Claude, Gemini, and Codex backends.

sanjay3290/agentic-framework-acp

lotsonlu/ssr-mcp-server

by lotsonlu

Enables AI-powered AIOps management of Juniper SSR/128T networks through natural language, providing 22 tools for router management, alarms, traffic analysis, and more.

lotsonlu/ssr-mcp-server

WP Database MCP Server

by s3rgiosan

Read-only MCP server for exploring WordPress MySQL/MariaDB databases. Provides schema inspection, relationship mapping, and safe SQL querying.

s3rgiosan/wp-db-mcp

ms-agentframework

by jimmyliao

Production-ready integration of Microsoft Agent Framework with MCP, enabling AI agents to access tools like weather queries, calculations, and Taiwan stock prices through SSE/HTTP streaming transport with Azure OpenAI GPT-4 backend.

jimmyliao/ms-agentframework

Fetch MCP Server

by xinthedark

Enables LLMs to retrieve and process web content by fetching URLs and converting HTML to markdown, with support for chunked reading and customizable user-agents.

XInTheDark/mcp_server_fetch2

OpenZIM MCP Server

by obunagalabs

OpenZIM MCP Server provides AI models structured, offline access to ZIM format knowledge archives (Wikipedia, Wiktionary, Stack Exchange, Kiwix Library) via a Model Context Protocol server with smart namespace navigation, full-text search with suggestions, structure-aware retrieval (sections, tables of contents, related articles), link-graph extraction, archive-type presets, and both Simple (single natural-language tool) and Advanced (8 specialized tools) modes with streamable HTTP transport, be

ObunagaLabs/openzim-mcp

ShipSmart-MCP

by nia194

A standalone MCP server providing shipping tools like address validation and rate previews through a centralized HTTP interface. It serves as the single source of truth for shipping tool behavior across the ShipSmart platform.

nia194/ShipSmart-MCP

Expert MCP

by minejpgcraft

Enables AI models to consult a configured advanced model (e.g., GPT-5.5, Claude Opus 4.7) via a streamable HTTP MCP server for deep analysis and expert advice on complex problems.

MineJPGcraft/Expert-mcp

Agentic Software Factory MCP

by tresoralad

Turns Cursor into a full software factory with 10 specialist agents (PM, Architect, Backend, Frontend, etc.) as a local MCP server, keeping code on your machine.

TresorAlad/Software-Factory-MCP

tmux-mcp-tools

by psycharch

MCP server providing tmux integration tools

PsychArch/tmux-mcp-tools

Atelier B MCP Server

by clearsy

Connects Claude AI to Atelier B formal methods IDE, enabling typechecking, proof generation, automatic proving, and C code generation for B projects.

CLEARSY/atelierb-mcp

Weather MCP Server

by racy324

Enables real-time weather queries for 12 major Chinese cities and global locations using the wttr.in API. Built on the HelloAgents framework with no API key required.

Racy324/weather-mcp-server

walmart-marketplace-mcp

by hey-nate

An MCP server that lets you manage a Walmart Marketplace seller account in plain language, including orders, inventory, pricing, returns, WFS fulfillment, and reports.

hey-nate/Walmart-Marketplace-MCP

doc-mcp-server

by jiahuidegit

Enables AI to efficiently analyze and extract structured data from complex documents, especially Excel files, by providing tools like section reading and field mapping to reduce token usage and improve success rates.

jiahuidegit/doc-mcp-server

ga-mcp-full

by ringo380

Provides full Google Analytics 4 management and reporting capabilities via MCP, including property management, custom dimensions, audiences, events, data streams, and real-time reporting.

ringo380/ga-mcp-full

CropProphEU

by dasclown

EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenology models for 15 countries. AI agent-native, multi-source intelligence (NASA POWER, Eurostat, Open-Meteo).

DasClown/CropProphEU

deep-thinking-engine

by mitsudoai

Enables deep reasoning and cognitive enhancement through multi-agent debate, bias detection, and structured thinking, with privacy-first local execution.

MitsudoAI/mcp-style-agent

phi-redact-mcp

by rinava

An MCP server that redacts PII/PHI from text before it ever reaches an LLM — self-hosted, fail-closed, and HIPAA-aware.

Rinava/phi-mcp

Kingbase MCP Server

by gcluowenqiang

A Cursor-integrated MCP server for Kingbase (人大金仓) databases, enabling schema queries, document generation, and SQL execution with configurable security modes (readonly, limited_write, full_access).

Gcluowenqiang/Kingbase-mcp

Groundcrew

by sandeep-alluru

Ground-truth receipt system for hallucination detection — captures verified state snapshots before and after agent actions.

sandeep-alluru/groundcrew

ThePornDB MCP Service

by achenglike

Integrates ThePornDB API into MCP-compatible applications to search for adult video scenes, movies, and JAV content. It enables users to retrieve detailed performer profiles and comprehensive content metadata through specialized tools for LLM applications.

achenglike/theporndb-mcp

Snowflake MCP Server

by legolasan

Enables Claude to interact with Snowflake data warehouses through natural language for executing SQL queries, exploring schemas, and monitoring data freshness. It streamlines data analysis workflows by bringing Snowflake capabilities directly into the AI conversation.

Legolasan/snowflake_mcp

gwas-mcp

by muslus

Enables AI-powered access to major biological databases for GWAS, protein, variant, and drug discovery research through the Model Context Protocol.

muslus/gwas-mcp

ibmi-mcp-server

by nemu90

Enables AI agents to interact with IBM i (AS/400) systems for RPA automation via 37 tools for 5250 navigation, CL commands, DB2 queries, and system management.

nemu90/ibmi-mcp-server

mcp-server-windows-launcher

by lka

MCP server for opening files in Windows applications, including Microsoft Edge and the default app for file types.

lka/mcp_server_windows_launcher

TickTest MCP Server

by shakagold

Enables AI agents to perform A-share quantitative backtesting by calling TickTest API through MCP protocol.

shakagold/ticktest-mcp

UNO Game MCP Server

by viswajit2304

An MCP server that enables LLMs to participate in a multi-player UNO card game by providing tools for playing cards, drawing from the deck, and monitoring game state. It uses Redis or local file storage to synchronize gameplay across multiple processes and support turn-based interactions.

viswajit2304/MCP

Competitor Hunter

by duang777

AI-powered competitor analysis agent that scrapes product pages and extracts structured data using LLMs, integrated via MCP for use with Claude Desktop and other clients.

Duang777/competitor-hunter

Indonesia Financial Data MCP

by agentpixelated

Citation-first MCP server for official Indonesian financial data from IDX, BPS, and KSEI, providing tools to access company profiles, financial reports, statistical tables, and investor demographics.

agentpixelated/indonesia-financial-data-mcp

OpenFilings

by ryanrodrigues25200525-svg

Enables querying and retrieving normalized financial statements from 25 non-US markets via a local MCP server, with support for company search, filing listings, and structured balance sheet data.

ryanrodrigues25200525-svg/openfilings

nbp-mcp

by bartosz-kuc

Local MCP server for the Polish National Bank (NBP) public API enabling exchange rates, gold prices, and currency conversion without authentication.

bartosz-kuc/nbp-mcp

testcase-generator-mcp

by emptyrabbit

基于Model Context Protocol (MCP) 的测试用例生成服务，让AI助手根据上下文自动生成Markdown格式的测试用例，并可导出为Xmind思维导图。

EmptyRabbit/testcase-generator-mcp

JSON2TOON MCP Server

by muhammedehab35

Advanced Token-Optimized Object Notation MCP server that compresses JSON with up to 85% token reduction using AI-powered pattern detection, providing lossless compression and decompression through 12 MCP tools.

muhammedehab35/JSON2TOON-MCP

Shepherd MCP

by neuralis-in

Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.

neuralis-in/shepherd-mcp

Quicken MCP Server

by sgoley

Converts Quicken QIF files into a queryable DuckDB database and exposes financial data through MCP tools, enabling LLMs to query transactions, accounts, and summaries.

sgoley/quicken-mcp-server

nvim-mcp-server

by brianhuster

A Model Context Protocol server for Neovim that provides LSP-based symbol tools, enabling AI language models to perform code analysis and manipulation such as symbol lookup, renaming, and body replacement via Neovim's built-in LSP.

brianhuster/nvim-mcp-server

oss-issues-mcp

by amrmohamed17

Enables triage of GitHub issues by fetching and filtering issues, checking claim status, and listing new open issues across a watch-list.

AmrMohamed17/oss-issues-mcp

smartmcp

by spak2005

Intelligent MCP proxy server that reduces context bloat by serving only the tools your AI actually needs through semantic search and a fixed two-tool surface.

spak2005/smart-mcp

Circus MCP

by aether-platform

Enables AI agents to manage processes via structured MCP tools, reducing token usage by 75-80% compared to shell commands.

aether-platform/circus-mcp

govuk-search-mcp

by jaearly

Enables searching GOV.UK by keyword and fetching latest publications using the GOV.UK Search API.

JAEarly/govuk-search-mcp

CAD-MCP

by daobataotie

CAD MCP Server

daobataotie/CAD-MCP

Web Tools MCP

by hellowind777

Multi-engine web search and content extraction MCP server with 10 sources, 4-way parallel queries, and content extraction via Jina Reader, no API keys required.

hellowind777/web-tools-mcp

engram-rs

by kael-bit

Persistent memory for AI agents — organized by time and space. Important memories get promoted, noise decays naturally, and related knowledge clusters into a browsable topic tree. Fully automatic.

kael-bit/engram-rs