The MCP Trust Index.

ArXiv Scout

by shawnnygoh

Search and retrieve academic papers directly from arXiv with advanced query capabilities. Extract full text from PDFs to generate summaries, literature reviews, and side-by-side comparisons. Track citations and references to discover related research and map out academic trends.

shawnnygoh/arxiv-scout

Mortgage MCP Server

by jibbs1703

Provides mortgage calculation tools, including monthly payment, amortization schedules, lump sum payments, and extra monthly payments for real estate agents and AI assistants.

jibbs1703/Financial-Tools-MCP

A股实时行情MCP服务器

by llldmiao

基于Model Context Protocol (MCP) 的A股实时行情查询服务器，支持查询A股实时价格、历史K线数据、财务信息及市场概况。

Llldmiao/a-stock-mcp-server

SevereMCP

by realslimshady2000

Enables AI agents to control Severe's Luau scripting environment, allowing operations like running Luau, inspecting the game tree, reading memory, and building ESP from chat.

RealSlimShady2000/SevereMCP

trove-scot-mcp

by dthen

MCP server for Scotland's historic environment, providing tools to search, filter, count, and locate heritage sites, listed buildings, scheduled monuments, and properties in care using Historic Environment Scotland's open ArcGIS API. Supports natural language queries for castles, monuments, archaeological sites, and more, returning locations, details, and trove.scot links.

Dthen/trove-scot-mcp

andon

by gulmezeren2-byte

Deterministic verification for AI-generated analysis. Reconciliation, consistency and Excel-integrity checks that stop the line when the numbers don't add up.

gulmezeren2-byte/andon

drug-pipeline-mcp

by dasclown

Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA approvals, drug information & publications in one MCP server.

DasClown/drug-pipeline-mcp

ypollak2/llm-router

by ypollak2

Routes your AI tasks to the best available model across 20+ providers — automatically selecting based on task type, budget, and subscription pressure. Supports text, image, video, and audio with built-in cost optimization and fallback chains.

ypollak2/llm-router

MinerU MCP Server

by neosun100

MCP server for document processing using MinerU APIs, supporting automatic splitting and merging of large files and providing six tools for document processing, task management, and token handling.

neosun100/mineru-mcp-server

DOI to BibTeX MCP Server

by nmichaud0

Converts Digital Object Identifiers (DOIs) to BibTeX format using the official DOI content negotiation API, enabling users to quickly generate bibliography entries for academic papers.

nmichaud0/mcp_doi2bib

SmartKasa MCP Server

by 1212bogdan

Enables AI assistants to interact with SmartKasa Ukrainian POS system through natural language, managing shops, products, inventory, sales receipts, employees, and fiscal reports with full API coverage.

1212bogdan/smartkasa-mcp-server

MCP Agile Agent

by vick1st

Provides Trello project management tools (create cards, move cards, add comments, list cards) with fuzzy matching for AI agents like Claude and OpenCode.

vick1st/mcp-agile-agent

Custom PDF MCP Server

by waicy

A server designed for processing PDF documents, enabling text extraction, table data retrieval, and metadata collection from local files. It allows users to scan directories for PDFs and read specific pages, specifically optimized for thesis literature analysis.

Waicy/-pdf-mcp-

onion-mcp-server

by onion-ai

A feature-rich MCP server offering 30 tools across AI, code, text, data, web, and system categories, enabling tasks like chat, translation, code review, web scraping, and text processing.

onion-ai/mcp-server

ServiceNow MCP Server

by matthew123003

Enables AI assistants to interact with ServiceNow instances for data retrieval, record management, and workflow execution via the ServiceNow API.

Matthew123003/ServiceNow_MCP_Server

blender-ai-mcp

by alexandervi1

Connects MCP-compatible clients to a live Blender scene for AI-assisted 3D workflows, enabling inspection and controlled operations on objects, materials, cameras, lights, render settings, animation, UVs, Geometry Nodes, imports, exports, and Python execution.

alexandervi1/MCPBlender

codebadger

by lekssays

🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's structure and data flow through Joern Code Property Graphs (CPGs).

Lekssays/codebadger

3xpl MCP Server

by exekerey

Enables LLMs to interact with blockchain data across 48 networks via the 3xpl JSON API, supporting tools for transactions, addresses, blocks, and more.

exekerey/3xpl-mcp

the13f-mcp

by pickelfintech

Institutional 13F intelligence for Claude Desktop, Cursor, and VS Code. Nine Read tools: manager search, holdings, portfolio similarity, consensus portfolio, market regime, sector flows.

pickelfintech/the13f-mcp

Mousetail

by listfold

The simplest and most stable MCP server for Anki, enabling LLMs to perform core Anki operations (CRUD) directly without addons.

listfold/mousetail

VNC Remote Control for macOS

by baryhuang

Provides secure remote control of macOS machines through VNC protocol, enabling screenshot capture and desktop interaction with mouse and keyboard inputs for remote administration or automated testing.

baryhuang/mcp-remote-macos-use

mcp-universal-crawler

by yywl07

Enables AI to autonomously search, filter, and download images from the web using natural language commands, with intelligent scoring and local storage.

yywl07/mcp-universal-crawler

快递100 Mcp Server

by kuaidi100-api

快递100 MCP Server提供快递信息查询、快递运费预估比价、快递时效查询（含发货前时效查询与在途动态时效查询）等功能。 Express100 MCP Server provides functions such as express delivery information queries, courier freight estimation and comparison, and transit time inquiries (including pre-shipment transit time checks and in-transit dynamic time estimates).

kuaidi100-api/kuaidi100-MCP

mcp-docker-server

by pnmice

Effortlessly orchestrate and oversee Docker environments from anywhere, using natural, conversational commands.

pnmice/mcp-docker-server

vSphere MCP Server

by giuliolibrando

A comprehensive MCP server for VMware vSphere management, enabling AI agents to perform VM operations, monitoring, snapshots, and reporting through a secure, Dockerized environment.

giuliolibrando/vmware-vsphere-mcp-server

sops-mcp

by privacyplaybook

MCP server for creating and managing SOPS-encrypted secret files using age encryption, enabling AI agents to generate and manage secrets without ever seeing plaintext values.

privacyplaybook/sops-mcp

mac2win-zip MCP Server

by wordbe

Creates Windows-compatible ZIP files from macOS by normalizing Unicode filenames and removing forbidden characters, ensuring seamless file sharing.

Wordbe/mac2win-zip-mcp

easytocloud/Mac-letterhead

by easytocloud

Enables AI assistants to apply letterhead templates to PDF and Markdown documents, converting Markdown to professionally formatted PDFs with letterhead overlays.

easytocloud/Mac-letterhead

Local Intelligence Server

by pypi-ahmad

Enables offline local LLM analysis of text data via MCP, taking raw text and an instruction to return analysis results without cloud calls.

pypi-ahmad/add-an-llm-to-your-mcp-server

AgentOps API MCP Server

by agentops-ai

Official MCP server for the AgentOps SDK

AgentOps-AI/agentops-mcp-server

MCP Server Starter

by jpaulobr

A production-minded Python starter for exposing typed tools over the Model Context Protocol with FastAPI.

JPauloBR/mcp-server-starter

mcp-narajangteo

by datajang

내 상황에 맞는 사업을 키워드 기반으로 알려주고 분석함

Datajang/narajangteo_mcp_server

zikra

by getzikra

Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + pgvector. Team memory for AI agents with multi-user roles, multi-project namespacing, and hybrid vector + keyword search. No cloud required.

getzikra/Zikra

outlook-classic-mcp

by anasahmed07

Enables MCP-aware agents to interact with the classic Outlook desktop client for mail, calendar, contacts, tasks, and Out-of-Office settings via the COM API, without Azure or OAuth.

anasahmed07/Outlook-Classic-MCP

Open WebUI Knowledge Base MCP Server

by ronasit

MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enabling AI assistants to search and access knowledge bases.

RonasIT/open-webui-mcp-server-python

Tableau Public Authoring MCP

by andyyaro

Creates Tableau workbooks from a declarative JSON spec, validates them by opening in the installed Tableau Public application, and publishes to Tableau Public through the desktop UI.

andyyaro/tableau-public-authoring-mcp

douyin-video-mcp

by fancyboi999

A Model Context Protocol server that downloads watermark-free videos from Douyin (TikTok China) share links, extracts audio, and transcribes speech to text using ASR APIs.

fancyboi999/douyin-video-mcp

3D Agent MCP

by teslaproduuction

MCP server for generating print-ready 3D models from text descriptions via a multi-agent pipeline, enabling AI assistants to create and optimize STL files.

teslaproduuction/3d-agent-mcp

mendrift-mcp

by suneel190700

MCP server for autonomous MLOps incident response, enabling drift detection, deployment history analysis, and human-approved rollback execution via gated tools.

suneel190700/Mendrift

slack-lists-mcp

by justadityaraj

Enables AI assistants to create, read, update, delete, and manage Slack List items, providing full task management within Slack through natural language.

justadityaraj/slack-lists-mcp

humane-proxy

by vishisht16

It's a safety middleware that can detect and intercept self-harm and criminal intent at 3 stages. It allows developers of chat-based platforms to configure webhook notifications and store encrypted information for prior mitigation of any such cases.

Vishisht16/Humane-Proxy

ebs-initializer-mcp

by jsk6387

Automates AWS EBS volume initialization via AWS Systems Manager, supporting multi-instance parallel execution and real-time progress tracking.

jsk6387/ebs_init_mcp

mcp-trustlayer

by neelbarm

An MCP server that lets an agent verify its own extracted data against a policy, returning per-field dispositions (post, review, or escaped) to catch confidently wrong answers.

neelbarm/mcp-trustlayer

modal-comfyui-runner

by edenartlab

A standalone repo to run comfyui workflows on modal

edenartlab/modal-comfyui-runner

theosis-mcp

by prattyt85

PostgreSQL-backed MCP server for deep Bible study, integrating 140+ translations, Greek/Hebrew lexicons, cross-references, and semantic search.

PrattyT85/theosis-mcp

MCP Lab

by lpferreira33

This repository contains a modular setup for experimenting with MCP in Python. It includes both a server and a client, as well as reusable tool modules.

LPFerreira33/mcp-lab

screener-mcp

by aryamanw

MCP server that provides access to screener.in financial data for Indian stocks, enabling queries for company info, financials, ratios, quarterly results, shareholding, and stock screening.

aryamanw/mcp-screener