The MCP Trust Index.

estat-mcp

by ajtgjmdjp

MCP server for Japan's e-Stat (Government Statistics Portal). Search statistical datasets, retrieve data tables, and access metadata from official Japanese government statistics.

ajtgjmdjp/estat-mcp

code-analysis-context-python-mcp

by andreahaku

A Model Context Protocol server for deep codebase understanding of Python projects, focusing on data analysis and scientific computing. It provides architectural analysis, pattern detection, dependency mapping, test coverage analysis, and AI-optimized context generation.

andreahaku/code-analysis-context-python-mcp

qnexus-mcp

by blite-hq

An MCP server for Quantinuum Nexus that lets AI agents inspect projects and, when enabled, run quantum circuits on the free H2-1LE emulator. It is read-only by default with optional flags for spending credits or interacting with real hardware.

Blite-HQ/qnexus-mcp

AlterLab-Academic-Skills

by alterlab-ieu

239 evaluated academic Claude/agent skills across 17 research domains (bioinformatics, data science, clinical, social-science methods, Turkish academia & more). Executable eval per skill, deterministic citation verifier, research→write→review→publish pipeline, and a skill-finder front door. Claude Code, Cursor, Codex, Gemini CLI & Copilot.

AlterLab-IEU/AlterLab-Academic-Skills

gequbao

by cgitato

Enables searching for songs and retrieving direct MP3 play URLs from gequbao.net. Supports both simple keyword search and enriched result lookup.

cgitato/gequbao-mcp

Reactive Resume

by a-earthperson

Integrates with the Reactive Resume API for creating, editing, and managing professional resumes with schema-validated data manipulation.

a-earthperson/rxresume-mcp

ObsidianReaderMCP

by qianjue-cn

Enables AI assistants to manage Obsidian vaults via the local REST API, supporting CRUD operations, batch processing, templates, and vault analytics.

QianJue-CN/ObsidianReaderMCP

Trino MCP Server

by mikeysrecipes

Enables listing and querying Trino tables via MCP, supporting arbitrary SQL queries against a Trino cluster.

mikeysrecipes/mcp-server-trino

Baarn Raadsinformatie MCP Server

by tiemenrtuinstra

Provides AI assistants with access to political documents and meetings from the municipality of Baarn via the Notubiz API, enabling querying, searching, and analysis of council information.

tiemenrtuinstra/baarn-raadsinformatie

Android Proxy MCP

by zhizhuodemao

An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traffic from Android devices. It supports smart searching of network requests and provides tools for detailed traffic analysis via natural language.

zhizhuodemao/android_proxy_mcp

Gemini Image Generator MCP Server

by olegfour3

Generates and transforms images using Google's Gemini model through the MCP protocol, enabling AI assistants to create high-quality images from text prompts.

olegfour3/mcp-server-gemini-image-generator

Document Parser MCP

by kgand

An MCP server that uses the Docling toolkit to convert various document formats, including PDFs, Office files, images, and audio, into clean Markdown for AI processing. It supports multiple processing pipelines like VLM and ASR with intelligent auto-detection and job queue management.

kgand/document-parser-mcp

nameplate

by dannyheskett

Parses unstructured US contact strings into structured name and address components. Supports automatic detection of input type (name, address, or contact) and optional enhancement using a US street database.

dannyheskett/py-nameplate

PAIDEIA MCP

by optimeta

Enables using PAIDEIA's local course management and action tools with Alt's local model, providing deterministic tools for course initialization, PDF ingestion, exam radar import, and artifact management.

OPTIMETA/PAIDEIA-mcp

HDHomeRun MCP

by knuckles-team

MCP server for SiliconDust HDHomeRun network TV tuners, providing tools to control and query tuners, manage DVR recordings, and run diagnostics.

Knuckles-Team/hdhomerun-mcp

aesthetics-wiki-mcp

by leonardoca1

MCP server that exposes the Aesthetics Wiki as a searchable knowledge source, letting LLMs look up aesthetic movements, styles, and visual subcultures.

leonardoca1/aesthetics-wiki-mcp

ScrapeBadger MCP Server

by scrape-badger

Enables AI assistants to access Twitter/X data, including user profiles, tweets, trends, and more, through the ScrapeBadger API.

scrape-badger/scrapebadger-mcp

pop-pay

by 100xpercent

Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one-time flow protocol specifically designed for Agentic AI (e.g., Claude Code, OpenClaw). It enables agents to handle financial transactions safely without risking unlimited exposure of human-controlled credit cards.

100xPercent/pop-pay-python

Public Transport

by mirodn

Access real-time public transport across Europe with live departures, connections, and vehicle details. Plan door-to-door trips, search stations and places, and find nearby stops with up-to-the-minute results. Benefit from coverage in the UK, Switzerland, Belgium, and Norway.

mirodn/mcp-server-public-transport

Judicature MCP

by danospanos

Enables searching the ak-vrana.cz website for articles by keywords and extracting webpage content to Markdown format.

danospanos/mcp-caselaw-server-cz

OCTALUME

by harery

AI-native SDLC framework for regulated industries. 8 phase-gated stages, 9 specialized agents, built-in HIPAA / SOC 2 / PCI / GDPR scanners. Plugs into Claude Code via MCP (30+ tools). MIT, self-hostable. pip install octalume.

Harery/OCTALUME

harbor-registry-mcp

by mshegolev

CP server for Harbor Registry — projects, repositories, artifacts, storage reports, cleanup candidates. Works with any Harbor 2.x instance.

mshegolev/harbor-registry-mcp

psyb0t/rankrat

by psyb0t

Unifies Google Search Console, Bing Webmaster Tools, GA4, and PageSpeed APIs behind one MCP server, letting an agent join search, indexing, and analytics data across providers while staying read-only and boundary-limited by default.

psyb0t/rankrat

md-server

by peteretelej

Converts documents, webpages, and media files into markdown for AI assistants using Microsoft's MarkItDown and Crawl4AI. It enables tools to read PDFs, Office files, and JavaScript-rendered websites with support for OCR and image extraction.

peteretelej/md-server

yade-mcp

by yusong652

yade-mcp connects AI agents to YADE — the open-source discrete element method engine — through the Model Context Protocol. Browse API docs, run simulations, and execute code, all through natural conversation.

yusong652/yade-mcp

Florence-2 MCP Server

by jkawamoto

An MCP server for processing images using Florence-2

jkawamoto/mcp-florence2

simple_snowflake_mcp

by fastmcp-me

Enables natural language querying and management of Snowflake databases, including SQL execution, schema exploration, and warehouse monitoring.

fastmcp-me/simple_snowflake_mcp

glm-vision-mcp-server

by annianexplorer

Enables understanding local or network images via ZhipuAI's free vision model (glm-4.6v-flash), returning Chinese descriptions or answers to questions. Supports multiple images for comparison and optional model switching.

ANnianExplorer/cc-ds-glm-image-mcpServer

kuantokusta-mcp

by thiagojacoblannes

Enables searching for products on KuantoKusta.pt with filters and retrieving detailed product information including prices from multiple stores.

ThiagoJacobLannes/kuantokusta-mcp

Keitaro MCP Server

by keitaromanager

MCP server for Keitaro Tracker Admin API providing 37 tools for campaign management, traffic analytics, reports, and raw click/conversion data, accessible from MCP-compatible AI agents.

KeitaroManager/keitaro-mcp

Isaac Sim MCP Server

by whats2000

Enables natural language control of NVIDIA Isaac Sim through the Model Context Protocol, allowing you to create robots, build scenes, run simulations, and debug physics from any MCP-compatible IDE.

whats2000/isaacsim-mcp-server

Planning Center

by afristrup

Integrates with Planning Center Online's API to provide read-only access to church management data including people, services, check-ins, giving, groups, calendar, and registrations with OAuth authentication, rate limiting, and webhook support for automating church workflows and building custom integrations.

afristrup/planningcenter-python

dispatch-mcp

by selamy-labs

A security-constrained MCP server that provides tools to dispatch tasks to allowlisted repositories and retrieve their status or results, preventing arbitrary command execution.

selamy-labs/dispatch-mcp

rijul170/qualys-mcp

by rijul170

A Model Context Protocol server for full Qualys portal management — expose VMDR, Policy Compliance, WAS, Cloud Agent, Container Security, TotalCloud, Patch Management, CSAM/GAV, EASM and administration to any MCP‑capable client.

rijul170/qualys-mcp

relayos-mcp

by jjjjjjjjnnjnn

Enables Claude Code to orchestrate AI team tasks by delegating simple work to free models (Mimo, OpenCode) and using Claude for planning and review, all via MCP tools like command execution and AI queries.

jjjjjjjjnnjnn/relayos-mcp

云启智联 MCP Server

by yunqi-zhilian

让支持 MCP 的 AI 客户端直接调用票据识别能力，包括银行回单、对账单、增值税发票等解析。

yunqi-zhilian/yqzl-mcp-server

ViralTransformer MCP Server

by bellekou

A high-performance MCP server designed for content creators. It automates the workflow of scraping web articles and transforming them into viral social media posts using specialized, context-aware prompt templates.

BelleKou/mcp-viral-transformer

Safer Fetch MCP Server

by tommertom

Enables fetching and converting web content to markdown with built-in prompt injection safeguards that detect and block malicious content attempting to manipulate the LLM.

Tommertom/safer_fetch_mcp

vnbdigital-mcp

by the78mole

Enables querying German distribution grid operator data from vnbdigital.de and BDEW register, including lookup by ID, postcode, coordinates, and free-text search.

the78mole/vnbdigital-mcp

Confluence MCP Server

by dutta-piyush

Enables GitHub Copilot to read, write, search, and manage Confluence pages, spaces, attachments, and diagrams through MCP tools.

dutta-Piyush/custom-confluence-mcp

MedBridge

by myashwanthreddy

An MCP server that gives LLMs live access to clinical trials, FDA drug recalls, adverse-event reports, drug labels, and drug-name normalization via six validated tools.

MYASHWANTHREDDY/medbridge-mcp

network-device-assistant

by mgarabito

Enables Claude Code to interact with network devices over serial and SSH with command safety classification and a persistent knowledge base.

mgarabito/network-device-mcp

gitlab-review-mcp

by midodimori

Enables interaction with GitLab projects, merge requests, issues, and code reviews through Claude AI, providing tools for code review and project management.

midodimori/gitlab-review-mcp

Strata Memory MCP Server

by sherryli-vc

Enables AI agents to manage hierarchical memory with Markdown-based storage, tiered architecture (L0-L3), and hybrid retrieval for transparent and persistent context.

SherryLi-vc/strata-memory

nba-stats-mcp

by labeveryday

Provides comprehensive NBA statistics via Model Context Protocol, enabling queries for player stats, game scores, team info, and advanced analytics through natural language.

labeveryday/nba-stats-mcp

PowerPoint MCP Server

by ytthuan

Enables AI agents to interact with PowerPoint presentations through natural language commands, supporting reading, editing, slide management, and automated speaker notes processing.

ytthuan/powerpoint-python-pptx-mcp

MCP AI POC

by drewtech

Provides AI-powered development tools including code generation, refactoring, debugging, performance optimization, and test generation, along with smart prompts for code analysis and documentation, and a built-in knowledge base of coding best practices.

drewtech/mcp-ai-poc