The MCP Trust Index.

PolicyGuard

by prateekkumar1709

Provides policy-based access control, incident tracking, and compliance monitoring to govern AI agent behavior. It enables organizations to enforce security rules and maintain audit trails by validating agent actions against trust levels and pattern-based policies.

PrateekKumar1709/policyguard

Lu.ma Events

by adelaidasofia

Lu.ma events MCP with draft-and-confirm safety, audit logging, and prompt-injection scrubbing.

adelaidasofia/luma-mcp

RAG Banking Regulatory MCP Server

by bilelammouri

Enables querying banking regulatory documents via a RAG pipeline with hybrid search and multiple LLM backends.

bilelammouri/rag-banking-regulatory-agent

music-assistant-mcp

by devjourney

Enables AI assistants to control Music Assistant for music search, library browsing, playback, queue management, and playlist curation.

devjourney/music-assistant-mcp

my-mcp-server

by rhdh-exploration-org

A FastMCP server that wraps a REST API as MCP tools, enabling AI agents to interact with the upstream API.

rhdh-exploration-org/my-mcp-server

JIRA MCP Server

by scarnyc

Enables natural language interaction with JIRA through MCP, providing 35 tools for issues, comments, transitions, projects, boards, sprints, epics, links, worklogs, versions, attachments, users, and fields.

scarnyc/jira-mcp-server

Bosch Smart Home Camera MCP Server

by mosandlt

Enables MCP clients to control Bosch Smart Home Cameras via natural language, including snapshots, motion events, privacy mode, and pan/tilt, using a reverse-engineered cloud API.

mosandlt/Bosch-Smart-Home-Camera-Tool-MCP

JupyterMCP

by try3d

Enables AI agents to create, read, edit, and execute Jupyter notebook cells, manage kernels, and connect to remote Jupyter servers.

Try3D/JupyterMCP

Claude MCP Custom Tools Server

by husenbasha443

Provides Claude Desktop with custom tools for math, web search (DuckDuckGo), Wikipedia, ArXiv, and simulated Airbnb searches via MCP.

husenbasha443/mcp_using_Claude_desktop

Model Context Protocol Template

by shubhamauti9

A production-ready MCP server template that connects LLMs and AI agents to external data, tools, and services with built-in OAuth 2.1 authentication, Redis-backed session management, and a modular tools engine.

shubhamauti9/model-context-protocol

Valorant MCP Server

by seijimatsumoto

MCP server for Valorant match analysis. Enables fetching player stats, match history, agent performance, and more via Henrik's Valorant API.

SeijiMatsumoto/valorant-mcp

Blackboard MCP

by rd2100

Cross-session coordination server for Claude Code that manages file claims, build locks, shared knowledge, and provides a real-time dashboard to prevent conflicts across multiple sessions.

RD2100/blackboard-mcp

Google Keep MCP

by anmolsahu2k

A Model Context Protocol server that connects Google Keep to Claude, enabling full note management capabilities including search, CRUD, checklists, labels, and more.

anmolsahu2k/Google-Keep-MCP

solar-mcp

by qso-graph

MCP server for space weather and HF propagation conditions — live solar flux, Kp index, DSCOVR solar wind, X-ray flux, alerts, 27-day forecast, and band-by-band outlook through any MCP-compatible AI assistant.

qso-graph/solar-mcp

agent-veille

by codenolimits

MCP server that scans daily AI innovation sources (arXiv, Hacker News, GitHub) and normalizes discoveries into actionable Skill Sheets for domains like code, design, HR, agents.

CodeNoLimits/agent-veille

STATA-MCP Repro

by taewat07

Provides project-local, reproducible Stata execution for humans and AI agents, with immutable run artifacts, provenance tracking, planning gates, and a shared dashboard.

taewat07/STATA-MCP-AGENT

wps-office-mcp

by hanmirage

MCP server enabling AI to control WPS Office (Writer/Calc/Impress) for document creation, editing, export, and live typing.

hanmirage/wps-office-mcp

Zotero MCP Agent

by 744649181

Enables research paper search and download, Zotero library management, and knowledge base export through natural language.

744649181/zotero-mcp

mcp-knowledge-server

by tahasiddiquii

An MCP server that enforces access control on internal knowledge, ensuring agents only retrieve and cite documents the caller is permitted to see, and refuses answers when permissions are insufficient.

tahasiddiquii/mcp-knowledge-server

X (Twitter) MCP

by arnaldo-delisio

Enables interaction with X (Twitter) to post tweets, threads, and replies while retrieving tweet metrics and account information. It supports core management tasks like deleting tweets and verifying authentication through the Twitter API.

arnaldo-delisio/x-mcp

Reltio MCP Server

by reltio-ai

Enables AI-powered interaction with Reltio's master data management platform, supporting entity operations, match management, workflow tasks, relationship handling, and data model exploration through natural language.

reltio-ai/reltio-mcp-server

content-research-mcp

by wjddusrb03

Combines Naver DataLab trends, blog/news search, translation, and Unsplash images into a single research pipeline for content creators. Generates comprehensive research reports from a single query.

wjddusrb03/content-research-mcp

StudyPilot MCP Server

by chanoir999

Exposes course documents as searchable resources and provides tools for reading, study task management, and source-grounded quiz prompts. Supports hybrid retrieval and integration with DeepSeek-based agents.

Chanoir999/StudyPilot

Movie Booking MCP Server

by aditya17koushik

Enables searching for movies, checking Google Calendar for conflicts, and booking tickets with seat type and INR pricing, all through natural conversation. Supports demo mode without API keys.

aditya17koushik/MCP-movie-booking-server

document-to-json-mcp

by fashionmascherine-svg

Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, and more. Pay per call via x402 USDC.

fashionmascherine-svg/document-to-json-mcp

ads-mcp-server

by jmacaggi-gfm

Exposes Google Ads and Meta Marketing performance data, campaign settings, and change history to Claude (Cowork) for live daily-dashboard workflows.

jmacaggi-gfm/ads-mcp-server

atliq-hrms-assist

by ayush-og

An MCP server that enables AI assistants to manage HR operations like employee onboarding, leave requests, meeting scheduling, and equipment tickets through natural language.

Ayush-og/atliq-hrms-assist

jira-confluence-mcp

by anands-bounteous

This MCP server provides unified read/write access to Jira Cloud tickets and Confluence Cloud pages, enabling search, retrieval, and updates. It automatically downloads log attachments from tickets into a shared directory for the companion Log Intelligence MCP to ingest.

anands-bounteous/jira-confluence-mcp

mcp_calculator

by mad-dawg

A stdio MCP server that gives LLMs a safe scientific calculator with infix math, complex numbers, matrices, statistics, unit conversions, and more via tools that return JSON.

mAd-DaWg/mcp_calculator

Ek-Chuah MCP

by entheos69

Read-only MCP server that serves the Archivo Epistemico (epistemic graph), enabling AI to read and query the epistemic path autonomously via tools like search, get_via, resolve, and get_necesidad.

Entheos69/Ek-Chuah-mcp

CyberArk Privilege Cloud MCP Server

by aaearon

Enables privileged access management for CyberArk Privilege Cloud through 53 tools for account management, safe management, platform management, and session monitoring.

aaearon/mcp-privilege-cloud

Labguru MCP Server

by paulpey13

Enables natural language interaction with the Labguru laboratory management system, providing 63 tools across experiments, protocols, inventory, and more.

Paulpey13/labguru_MCP_server

Red Hat API MCP Server

by bbalakriz

Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KCS) solutions, retrieving solution details, searching support cases, and obtaining case details through LLM applications.

bbalakriz/rh-kcs-mcp

threat-model-mcp

by sumanharapanahalli

Serves any STRIDE threat model to MCP-capable LLMs, enabling natural language querying of threat registers and export to the Microsoft Threat Modeling Tool.

Sumanharapanahalli/mcp-microsoft-threat-modeling

just-a-mysql-mcp

by xingyuli

Read-only MySQL MCP server that lets AI agents list tables, describe schemas, and run SELECT/SHOW/EXPLAIN queries with a row cap, bound to a single database for safety.

xingyuli/just-a-mysql-mcp

bankstatementparser-mcp

by sebastienrousseau

Model Context Protocol server exposing the bankstatementparser library as first-class agent tools for reading bank statements.

sebastienrousseau/bankstatementparser-mcp

mcp-runware

by elijahdev0

Create high-quality images and videos fast from text or reference images. Personalize subjects, upscale, remove backgrounds, generate captions, and auto-mask faces, hands, and people. Upload local files or URLs, discover suitable models, and get shareable links to your results.

elijahdev0/mcp-runware

vlp-mcp-agent

by ate-labs

MCP server for automating VLP lab VM operations, exposing VM management tools to AI agents like Cursor and Claude Code.

ATE-Labs/vlp-mcp-agent

manager-mcp

by flumpiey

Read-only MCP server for self-hosted Manager.io bookkeeping, providing curated GET tools to access accounting data like invoices, balances, and reports.

flumpiey/manager-mcp

Universal Database MCP Server

by csoai-org

Connect AI agents to SQL databases (SQLite, PostgreSQL, MySQL) with a unified interface for querying data, exploring schemas, inserting rows, and exporting results to CSV. Includes safety features like dangerous query blocking and write guards.

CSOAI-ORG/database-universal-mcp

py-mcp-qdrant-rag

by amornpan

Enables semantic search and retrieval-augmented generation (RAG) using Qdrant vector database. Supports indexing documents from URLs and local directories, with flexible embedding options using Ollama or OpenAI.

amornpan/py-mcp-qdrant-rag

vectorise-mcp

by jameslovespancakes

Local MCP server that indexes folders of documents into a hybrid vector + keyword search index for Claude Desktop, with support for PDFs, Office files, and images via OCR.

jameslovespancakes/Vectorised-Embedding-MCP

Minuet

by minuetai

An MCP server for Minuet — the relationship layer for ERC-8004 AI agents. Exposes Minuet's read-only API as a set of MCP tools so any MCP-compatible client (Claude Desktop, Cursor, Cline, etc.) can query the ERC-8004 agent relationship graph natively.

minuetai/minuet-mcp

decroche-mcp

by casius999

Deterministic MCP server for job-landing pipeline that parses CVs into validated JSON Resume, detects sections, scores parse confidence, and exposes FR/US market profiles to help beat ATS and LLM screeners honestly.

Casius999/decroche-mcp

korean-news-mcp

by songt-50

MCP server that provides Korean and global AI/tech news via 6 tools (categories, search, trending, article reading, daily briefing) without requiring an API key.

SongT-50/korean-news-mcp

Unstop MCP Server

by vinoth322006

Enables AI assistants to discover contests, track user participation, and pull analytics from the Unstop platform using mock data.

vinoth322006/unstop-mcp-server

BypassAPI MCP Server

by inside83

Enables AI agents to fetch any web page (including those behind Cloudflare or CAPTCHAs), extract clean markdown, structured data, crawl sites, and map URLs via BypassAPI.

inside83/bypassapi-mcp