The MCP Trust Index.

Flight Control MCP Server

Provides read-only access to query and retrieve information about devices, fleets, events, and configurations managed by Flight Control through a safe integration layer supporting filtering and selector-based queries.

flightctl/flightctl-mcp

gleif-mcp-server

MCP server for GLEIF LEI (Legal Entity Identifier) database access. Look up, validate, and search legal entities and their relationships in the global LEI system.

olgasafonova/gleif-mcp-server

GitHub MCP Custom (Cross-Platform NPX Wrapper)

Cross-platform NPX-wrappable GitHub MCP Server for Windows, Linux, and macOS. No Docker required!

idletoaster/github-mcp-custom

Alibabacloud Opensearch Mcp Server

This MCP server equips AI Agents with tools to interact with OpenSearch through a standardized and extensible interface. See our product document for more information.

aliyun/alibabacloud-opensearch-mcp-server

GitHub MCP Server in Go

An unofficial implementation of an mcp server for github in go. Used internally at Metoro.

metoro-io/github-mcp-server-go

Code Context Manager

Provides intelligent code context management and semantic search capabilities for software development, enabling natural language queries to find relevant code snippets, functions, and classes across Python, JavaScript, TypeScript, and SQL codebases.

theraaz/code-context-manager-mcp

Webhook.site MCP Server

Enables interaction with Webhook.site to create, manage, and monitor endpoints for capturing HTTP requests, emails, and DNS lookups. It provides 16 tools for testing webhooks and inspecting incoming data through the Model Context Protocol.

zebbern/webhook-mcp-server

BACH YouTube API MCP Server

Enables access to YouTube data including channel videos, live streams, shorts, video details, transcripts, screenshots, and related content through the Yt API with support for localization and pagination.

BACH-AI-Tools/bachai-yt-api

AMap Weather MCP

An MCP server that provides real-time weather information, 4-day forecasts, and city search functionality for Chinese cities via the AMap API. It enables users to query weather data using city names or administrative codes through natural language interactions.

ChuranNeko/amap-weather-mcp

physbound

PhysBound is a specialized "Physics Linter" for AI that deterministically validates RF and thermodynamic claims against hard physical limits, preventing hallucinations in engineering workflows.

JonesRobM/physbound

Nginx Proxy Manager MCP

Enables management of Nginx Proxy Manager instances for configuring proxy hosts, requesting Let's Encrypt SSL certificates, and managing access lists. It allows users to control their web proxy infrastructure through natural language commands in MCP-compatible environments.

VeryBigSad/nginx-proxy-manager-mcp

Modbus Mcp

A Model Context Protocol (MCP) server for Modbus.

ezhuk/modbus-mcp

BigQuery MCP Server

Enables LLMs to interact with Google BigQuery by inspecting database schemas, listing tables, and executing SQL queries. This server facilitates seamless data analysis and management through natural language via the Model Context Protocol.

codearranger/mcp-server-bigquery

mcp-server-spreadsheet

Data-first MCP server for reading and writing spreadsheets (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.

marekrost/mcp-server-spreadsheet

epsteinexposed-mcp

MCP to explore the EpsteinExposed API through the epsteinexposed pip api wrapper.

guilyx/epsteinexposed-mcp

Image-Edit-RMCP

Image Edit RMCP is a powerful Model Context Protocol service that provides OpenAI-like image editing capabilities for text-based models. This Rust-based service enables traditional language models to "see" and process images through comprehensive visual understanding tools. The service offers multi

FactrueSolin/image-edit-rmcp

Signal Agent 🚨

MCP server / agent concept for signals interpretation and processing

no0ktheali3n/signals-agent

Antigravity GLM MCP

A bridge between Gemini and GLM-4.5 models that provides 25 tools for automating complex coding tasks, file management, and system operations. It features a security-hardened architecture with sandboxing, persistent memory, and automatic file backups.

coreline-ai/antigravity_glm_mcp

MCP Pyrefly

Integrates Pyrefly's real-time Python type checker with a gamification system that rewards fixing code errors with lollipops, using psychological manipulation to encourage LLMs to actively hunt for and fix all errors including imports.

kimasplund/mcp-pyrefly

AceDataCloud Wan

AI video generation through the Wan model on the AceDataCloud platform.

acedatacloud/wanmcp

Devcontainer Python

A Model Context Protocol (MCP) server that provides real-time weather data to AI assistants.

tomohiroJin/weatherlink-mcp

Allotrope Lab Data

Works with Allotrope Simple Model (ASM) laboratory instrument data including schema validation and document fetching.

aws-samples/sample-laboratory-data-transformation-mcp

Rubber Duck MCP

Brings rubber duck debugging to AI-powered IDEs by providing a tool for articulating problems and clarifying logic in natural language. It helps developers and AI agents reveal hidden assumptions and surface solutions through structured self-explanation and reflection.

Omer-Sadeh/RubberDuckMCP

armavita-originality-ai-mcp

Local-first MCP server for Originality.ai workflows, including AI detection, plagiarism checks, readability, SEO scans, and scan-result retrieval for content teams.

EfrainTorres/armavita-originality-ai-mcp

polymarket-mcp

An MCP server and Python toolkit that provides AI agents with real-time tools for Polymarket prediction markets, including liquidity scanning, arbitrage detection, and slippage estimation. It also offers advanced wallet intelligence, portfolio risk calculation, and probabilistic reasoning to enhance market analysis and strategy.

whitmorelabs/polymarket-mcp

eu-company-mcp-server

MCP server for EU company and business data. 9 tools: company search (GLEIF, 2M+ entities), LEI lookup, corporate structures (parent/subsidiaries), trade register search, EU VAT validation (VIES), GDP, unemployment, inflation, and business demography (Eurostat). All APIs free, no keys required.

AiAgentKarl/eu-company-mcp-server

PLAUD

Accesses PLAUD AI recordings, transcripts, summaries, and audio files with automated browser-based authentication and multi-format transcript output.

audiobridge-ai/mcp-servers

AS400 MCP Server

Enables development support for AS400/IBM i systems by providing read-only access to metadata, source code, and program dependencies via ODBC. It supports CL, RPG, and COBOL environments, allowing users to retrieve library, table, and system information.

kozokaAI/as400-mcp

Paper Download MCP Server

An MCP server for downloading academic papers from multiple sources using intelligent routing and year-aware priority selection. It enables users to retrieve metadata and download single or batch PDFs by DOI or URL.

Oxidane-bot/paper-download-mcp

nist-mcp

Provides structured access to the full NIST cybersecurity catalog, including SP 800/1800 publications, security controls, CSF 2.0, and the NVD database. It enables AI assistants to search and retrieve cybersecurity standards, CVEs, and compliance guidance directly from a local SQLite index.

ball2jh/nist-mcp

Gardening AI MCP Server

An MCP server for gardeners providing plant identification, climate-adjusted watering schedules, soil analysis, companion planting compatibility, and pest diagnosis with organic treatment plans.

CSOAI-ORG/gardening-ai-mcp

toio-mcp

toio-mcp is a MCP server for toio™

comoc/toio-mcp

ControlAPI-MCP

An MCP server that dynamically converts any OpenAPI or REST API into MCP tools, allowing for real-time server switching and schema reloading. It supports variable substitution for headers and bodies, enabling seamless authentication and interaction with multiple API environments.

dili414/ControlAPI-openapi2mcp

Royal Mcp

Production MCP server for WordPress with 40+ tools. Manage posts, pages, custom post types, WooCommerce products, media, users, and menus from any MCP client. API key + OAuth 2.0 auth, rate limiting, and activity logging. Free on WordPress.org.

royalplugins/royal-mcp

Skills MCP AD

A production-ready MCP server that enables AI assistants to manage enterprise Active Directory environments through 45 specialized tools for users, groups, and GPOs. Its multi-client architecture allows for the secure management of multiple AD domains from a single codebase using natural language commands.

DevSkillsIT/Skills-MCP-AD

Enterprise MCP Template

A production-ready framework for building enterprise-grade MCP servers featuring integrated OAuth 2.0 authentication and modular architectural patterns. It simplifies the creation of secure, standardized tools that allow AI assistants to interact with complex upstream platforms like Salesforce and NetSuite.

victor-velazquez-ai/enterprise-mcp-template

1C Templates MCP Server

Provides storage, searching, and retrieval of 1C (BSL) code templates with a built-in web interface for easy template management. It enables AI assistants to fetch specific boilerplate code directly into editors using natural language search.

alonehobo/1c_templates_mcp

Apifox MCP Server

Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly into Apifox projects. It provides a tool for automating API documentation management and synchronization through Model Context Protocol clients.

Errorrrrr/apifox-mcp-server

food-recipe-mcp

A production-grade semantic search server for food recipes — built for AI agents using the Model Context Protocol (MCP). Search across 50,000+ recipes with hybrid dense + sparse retrieval and cross-encoder reranking.

AIDataNordic/Food-Recipe-MCP

Multi-Service Gateway

Provides a unified gateway for LLMs to access GitHub, GitLab, Google Maps, Memory storage, and Puppeteer web automation tools through a Flask-based server deployable on Red Hat environments.

adampippert/multi-service-mcp-server

LLMling

A declarative framework that manages LLM resources, prompts, and tools through YAML configuration files. It enables LLMs to interact with external data, CLI commands, and Python functions using the Model Context Protocol.

phil65/LLMling

RegGuard MCP Server

An AI-powered compliance assistant that analyzes financial marketing content for regulatory violations across multiple jurisdictions including Singapore, Hong Kong, UAE, and India. It enables real-time compliance checking, automatic disclaimer insertion, and audit trail generation within MCP-compatible environments like Claude and Cursor.

Elnino0009/regguard-mcp

Google Analytics MCP Server

Enables AI agents to interact with Google Analytics 4 data, providing tools for historical reporting, real-time activity monitoring, and property management. It supports secure service account authentication to access metrics like traffic summaries, user acquisition, and custom dimensions.

reklis/google-analytics-mcp

oncofiles

AI-powered medical document management for cancer patients and caregivers. Connects Google Drive, Gmail, and Calendar to Claude, ChatGPT, and any MCP client.

peter-fusek/oncofiles

All-in-MCP

Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

isomoes/all-in-mcp

MCP Server

Provides tools to clients over the Model Context Protocol

tcpipuk/mcp-server

Blues Notehub MCP Server (Python)

MCP Server Implementation of the Blues Notehub API

blues/notehub_mcp_server

Glyph

Extracts code symbols from multiple programming languages using tree-sitter parsing to generate structured outlines with functions, classes, variables, and hierarchical relationships at configurable detail levels.

benmyles/glyph

MCP Server

A minimal Python-based server that provides real-time weather data and a safe mathematical expression evaluator. It enables users to fetch current weather conditions and perform complex calculations using the Model Context Protocol.

michaelmoser8875/MCP-Server

weather-mcp-server

feiming-afk/weather-mcp-server