The MCP Trust Index.

Proxmox MCP Server

by olivier-mj

Enables AI assistants to monitor and manage Proxmox VE infrastructure, including nodes, VMs, containers, storage, backups, and networking, via natural language.

olivier-mj/mcp_proxmox

AV-MCP Automator

by bryshdw

Middleware that uses Model Context Protocol and generative AI to automatically generate native Crestron Construct interfaces (.cuig/.cuib), enabling natural language creation of AV control UI components.

BryShdw/AV-MCP_Automator

OpenClaw MCP Proxy

by wenyue

Exposes app-registered tools as an MCP server for OpenClaw, forwarding actual tool execution back to the app over a WebSocket bridge.

wenyue/openclaw_mcp_proxy

unofficial-solaredge-mcp

by holger1411

A lean Model Context Protocol (MCP) server that gives AI assistants like Claude structured access to a SolarEdge PV installation via the official SolarEdge Monitoring API.

holger1411/unofficial-solaredge-mcp

zhipu-mcp

by xiispace

Enables web search for large language models using Zhipu AI's Web Search API, supporting multiple search engines and advanced filtering options.

xiispace/zhipu-mcp

agents_play_mcp

by notonlyai

A remote MCP game server for playing Chinese chess, enabling clients to register, compete in matches, and observe games.

NotOnlyAI/agents_play_mcp

SousChef

by kpeacocke

Enables comprehensive Chef-to-Ansible migration for enterprise infrastructure with 34 tools across cookbook analysis, resource conversion, InSpec integration, secrets management, and AWX/AAP deployment configuration.

kpeacocke/souschef

Flask MCP Server Implementation Guide

by sergiuiacob1

A Flask-based reference implementation demonstrating how to build an MCP server with stateless HTTP transport, including example tools for generating random numbers and sentences.

sergiuiacob1/mcp

MCP API Bridge Lite

by tiranmoskovitch-dev

Free, minimal REST API wrapper as an MCP server that lets your AI agent call any API.

tiranmoskovitch-dev/mcp-api-bridge-lite

arxiv-analyzer

by arman1o1

Enables LLM agents to search arXiv, download papers, parse PDFs into structured sections, and extract key findings using client-side LLMs. Features persistent caching and layout-aware PDF extraction.

arman1o1/mcp-arxiv-analyzer

Auckland Transport MCP Server

by airatech

Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.

airatech/mcp-auckland-transport

Nordic Financial

by aidatanordic

Semantic search over Nordic company filings, reports, press releases, and macro indicators for Norway, Sweden, Denmark, and Finland.

aidatanordic/nordic_financial_mcp

ghost-mcp

by thenets

Enables interaction with Ghost CMS sites through both Content (read-only) and Admin (read/write) APIs, allowing natural language management of posts, pages, tags, and settings.

thenets/ghost-mcp

NCM MCP Servers Suite

by jongaudu

Enables managing Ericsson Enterprise Wireless networks via three domain-specific MCP servers for fleet management, monitoring, and cloud services.

jongaudu/ncm_mcp_servers

flask-apcore

by aiperceivable

Flask Extension for apcore (AI-Perceivable Core) integration. Expose your Flask routes as MCP tools with auto-discovery, Pydantic schema inference, and built-in observability.

aiperceivable/flask-apcore

semantic-kinematics-mcp

by shanevcantwell

Embedding space analysis toolkit that measures semantic drift, traces trajectory dynamics, and projects passages onto caller-defined semantic axes, exposed as MCP tools for agentic integration.

shanevcantwell/semantic-kinematics-mcp

Noor MCP Code Assistant

by nooruddin-dev

Bridges Claude Desktop with a local RAG-powered code agent API, enabling context-aware codebase queries and conversation continuity.

Nooruddin-dev/noor_mcp_code_assistant

Sms Verify3 MCP Server

by bach-ai-tools

MCP server for accessing Sms Verify3 API to send numeric verification codes and estimate costs.

BACH-AI-Tools/sms_verify3

Cloudflare WAF MCP Server

by quareth

Enables management of Cloudflare Ruleset Engine and WAF configurations through zone/account operations, ruleset management (add/update/delete rules), and access to Cloudflare documentation. Supports multi-zone and multi-account environments with built-in safety considerations.

quareth/cloudflare_waf_mcp

Qdrant MCP Server

by stigenai

A unified Docker container that runs Qdrant vector database and provides REST API and MCP interfaces for vector storage and semantic search, compatible with Claude vector hooks.

stigenai/qdrant-mcp

Twitch MCP Server

by hizokabenitez

Enables interaction with the Twitch API to retrieve user information, check live status, access videos, top streams, games, and search channels through natural language.

hizokabenitez/twitch_mcp

digital-brain

by arpitasethi-12

Enables AI assistants to query your local browsing history using keyword search, RAG Q&A, and activity stats.

ArpitaSethi-12/digital-brain

HuggingFace-Hub-Tagging-Bot

by mohamed-yehia311

Automated MCP server that listens for Hugging Face discussion comments, extracts ML tags, and creates pull requests to update model metadata.

mohamed-yehia311/HuggingFace-Hub-Tagging-Bot

news-mcp-server

by jaij52

A FastAPI MCP server that provides access to NewsAPI.org for fetching top headlines, searching articles, trending stories, and listing news sources.

jaij52/news-mcp-server

GitLab Documentation MCP Server

by nunolima

A Model Context Protocol (MCP) server that provides searchable access to GitLab's official documentation.

nunolima/gitlab-docs-mcp

pybme-mcp

by wiesnerfriedman

Enables LLM agents to perform Bayesian Maximum Entropy geostatistical analysis through natural language rather than code, supporting spatial, network, and physics-informed uncertainty modeling.

wiesnerfriedman/pybme-mcp

Advanced Prompting Engine

by joshuaramirez

An MCP server that provides a multidimensional philosophical framework for prompt engineering by mapping intent across ten distinct branches of thought. It generates a principled construction basis, including active constructs and spectrum tensions, to guide the creation of structured and intentional prompts.

JoshuaRamirez/advanced-prompting-engine

MCP Server Starter

by greatauk

mcp demo for

GreatAuk/mcp-weather

Kaspa MCP Server

by moldis

Enables interaction with Kaspa blockchain nodes via RPC, providing tools for querying node info, block data, addresses, balances, UTXOs, and mempool transactions.

moldis/mcp-kaspa

Onchain MCP Server

by 0xgval

Provides tools for querying onchain data across 12+ blockchain networks, including token balances, transaction analysis, and smart contract security auditing. It enables users to interact with multiple EVM-compatible chains and perform deep contract evaluations through natural language interfaces.

0xGval/evm-python-mcp

MCP SQL Server Pro

by adarsh-bhayani

Provides direct SQL query access to Microsoft SQL Server databases with full CRUD operations, enabling AI assistants to execute queries, modify data, and manage database objects through a simplified interface.

Adarsh-Bhayani/mcp-sqlserver-pro

All-in-One Crypto Trading MCP Server

by cryptomcp

Enables AI-powered cryptocurrency trading and analytics across multiple exchanges and blockchains, with integrated Telegram bot and live trading capabilities.

cryptomcp/allinone-crypto-trading-mcp-server

roistat-mcp

by natrixai

Enables Claude Desktop to interact with Roistat analytics, orders, statistics, call tracking, and clients via 16 supported functions.

NatrixAi/roistat-mcp

JIRA MCP Server (Async)

by judexzhu

A high-performance, asynchronous Model Context Protocol (MCP) server that integrates with JIRA using stdio transport

judexzhu/mcp-jira

Sibyl

by chriswu727

AI-powered deep research agent with multi-source search (DuckDuckGo, Google News, Reddit, Wikipedia), structured analysis (SWOT, comparisons, timelines, Google Trends), financial data with charts, and PDF report generation. 11 MCP tools. Multi-LLM support (DeepSeek, Gemini, GLM, OpenAI).

chriswu727/sibyl

url-text-fetcher

by evgenyigumnov

Enables extracting visible text and links from webpages for content analysis.

evgenyigumnov/url-text-fetcher

Northern Trust MCP Layer

by vbzvibin

A 'Server of Servers' architecture that aggregates domain-specific financial data capabilities into a single governed interface. It enables users to access fund performance tools like returns, benchmark comparisons, and risk-adjusted metrics through a unified MCP-compliant gateway.

vbzvibin/MCP_V3

MCP Server Medium

by afikrim

MCP server for interacting with the Medium API. Allows AI agents to publish posts, manage publications, upload images, and parse RSS feeds to JSON.

afikrim/medium-mcp-server

claude-vision-mcp

by wonderstone843

Enables Claude to capture screenshots of the screen, windows, regions, and web pages, and compare screenshots for visual regression testing.

wonderstone843/claude-vision-mcp

DNS MCP Server

by beauchompers

Provides comprehensive DNS lookup capabilities including A, AAAA, MX, TXT, NS, SOA, CNAME, SRV, CAA, DNSSEC records, reverse DNS lookups, and bulk queries for multiple domains or IPs.

beauchompers/dns-mcp-server

Anitabi MCP Server

by thinktraveller

Enables users to search for anime information via the Bangumi API and discover corresponding real-world pilgrimage locations through the Anitabi API. It provides tools for retrieving anime metadata and detailed geographic coordinates for 'seichi junrei' locations.

thinktraveller/Anitabi_MCPserver

EU AI Act Compliance Scanner

by ark-forge

Scans codebases for AI framework usage and checks compliance against EU AI Act requirements with risk classification and remediation guidance.

ark-forge/mcp-eu-ai-act

dwf-analyzer-mcp

by jesamkim

An MCP server for analyzing DWF files using Amazon Bedrock's Nova Pro model, enabling visual analysis, metadata extraction, and image extraction from DWF drawings.

jesamkim/dwf-analyzer-mcp

nasa-mcp-server

by jezweb

Provides access to NASA's open APIs including astronomy imagery, Mars rover photos, asteroid tracking, Earth observations, and media library through natural language interaction.

jezweb/nasa-mcp-server

mcp-sparql

by daedalus

MCP server exposing SPARQL query functionalities for LLMs, enabling query execution, validation, and graph exploration across SPARQL endpoints.

daedalus/mcp-sparql

Performance Analysis MCP Server

by sindhura30

Collects page performance metrics using Playwright, CDP, and Lighthouse, and returns a normalized PerformanceReport.

Sindhura30/pageperformance-mcp

Charon

by ninadrao0707

Self-hostable control plane for managing the full lifecycle of non-human identities (AI agents), with short-lived credential issuance, attestation, and an MCP authorization gateway for per-tool access control.

NinadRao0707/charon

MCP Debug Server

by nickzer0

An MCP server for debugging Windows processes using WinDbg and CDB. It enables users to attach to processes, manage breakpoints, inspect memory, and control execution flow through natural language.

nickzer0/mcp-debugserver

Research Validator MCP Server

by aldrin-56

A pure-AI cognitive extension that forces standard 3-Layer Validation to prevent hallucination in academic research.

Aldrin-56/mcp-research-validator

medrxiv-mcp

by yogsoth-ai

MCP server that turns a medRxiv DOI into clean markdown full text and provides free, relevance-ranked preprint search via Europe PMC.

yogsoth-ai/medrxiv-mcp