The MCP Trust Index.

claude-real-video

by huangchihhungleo

Lets any LLM agent actually watch videos: a watch_video tool takes a URL or local file and returns scene-aware keyframes fused with a timestamped transcript, processed 100% locally with per-source caching.

HUANGCHIHHUNGLeo/claude-real-video

Horatio

by toddgilbert93

A flight recorder and memory server that sits between MCP clients and Blender, recording interactions, distilling them into persistent per-file memory using NVIDIA Nemotron, and serving that memory to agents via MCP tools like recall and search_sessions.

toddgilbert93/Horatio

ISIS MCP

by alucardeht

A local web scraping MCP server with RAG capabilities that provides intelligent web search, content extraction, and screenshot tools without requiring API keys.

alucardeht/isis-mcp

mcp-chrome-server

by dlwjdtn535

Enables browser automation, including navigation, form filling, login with CAPTCHA handling, and element manipulation, using a Chrome-based MCP server.

dlwjdtn535/mcp-chrome-server

notioncode_mcp

by pandanepanda

Bridges Notion AI models to coding environments like OpenCode, Claude Code, and Codex CLI, enabling local file operations and shell commands via MCP tools.

PandaNePanda/notioncode_mcp

agent-cost-lens-mcp

by r-lattice

Provides cost analysis of AI agent usage by previewing scrubbed metadata before upload and analyzing spend, cache-hit rates, and waste recovery through a local or remote server.

r-lattice/agent-cost-lens-mcp

mcp-xiaomi-server

by ganyu123456

Enables control of local Xiaomi smart home devices via MCP, allowing reading real-time status and setting properties through natural language, without relying on the Xiaomi cloud.

ganyu123456/mcp-xiaomi-server

azure-devops-mcp

by jclement

Multi-user wrapper around Microsoft's Azure DevOps MCP server, enabling AI agents to authenticate per-user and interact with Azure DevOps tools via isolated PATs.

jclement/azure-devops-mcp

Social Publisher MCP

by winlee1118

A local MCP service for safely preparing, validating, and executing multi-platform social media auto-publishing, with dry-run mode and real adapter for Douyin.

winLee1118/social-publisher-mcp

Weekly Planning Assistant MCP

by anastasiakrause

Provides intelligent weekly schedule analysis from Google Calendar, including day-by-day breakdowns, workout suggestions, office day detection, and scheduling problem identification through natural language queries.

anastasiakrause/weekly-planner-mcp

Advocate

by cameronjmcewan-dev

MCP server that makes local businesses discoverable to AI assistants with verified data.

cameronjmcewan-dev/advocatemcp

Developer Utilities

by aparajithn

Streamline technical workflows with a comprehensive suite of data transformation and validation utilities. Convert between diverse formats like JSON, CSV, and Markdown while managing encodings and identifiers efficiently. Enhance productivity by performing complex text analysis, regex testing, and timestamp conversions instantly.

aparajithn/agent-utils

mcp-opensearch

by bunnyiesart

A read-only MCP server that enables AI assistants to search, aggregate, and explore OpenSearch log data through 12 tools for connectivity, index discovery, search, and aggregations.

bunnyiesart/mcp-opensearch

Google Workspace MCP Server

by aringad

Enables management of Google Workspace users, groups, aliases, and organizational units via natural language through the Model Context Protocol.

aringad/google-workspace-mcp

mcp-google-ads

by apexradius

Multi-account Google Ads MCP server that allows connecting any number of Google Ads accounts and querying campaign performance, keywords, search terms, and account analytics by name in the same session.

apexradius/mcp-google-ads

shoonya-mcp

by benatcmathew

Enables algorithmic trading on the Shoonya platform through natural language commands, with military-grade encryption for credential security.

benatcmathew/Shoonya_Trading_MCP-Server

iranti

by nfemmanuel

Persistent shared memory for AI coding agents. Stores facts as entity/key/value triples with hybrid semantic search, task checkpoints, and conflict resolution — shared across Claude Code, Codex CLI, and GitHub Copilot.

nfemmanuel/iranti

EntraID MCP Server

by baoduy

A FastMCP server for interacting with Microsoft Entra ID via the Microsoft Graph API, enabling management of users, groups, sign-in logs, MFA, applications, devices, conditional access, and more.

baoduy/entraid-mcp-server

aegis

by cognis-digital

MCP server for auditing AI agent permissions and access by scanning for the trifecta of credentials, injection, and reach without heavy infrastructure.

cognis-digital/aegis

YouTube MCP Server

by temiedani

Enables AI models to interact with YouTube content through video search, channel information, transcripts, comments, trending videos, and content analysis tools including quiz and flashcard generation.

temiedani/youtube-mcp-server

mcp-sk2gdrive

by guilhermesk2

Enables Google Drive file operations (list, search, read, create) via MCP using OAuth2 authentication with token persistence.

GuilhermeSK2/mcp-sk2gdrive

MCP Lite Wrappers

by sbraind

Lightweight MCP wrappers that consolidate multiple tools from services like Supabase, Linear, Chrome DevTools, and Context7 into single-action tools, reducing context token usage by ~80% while maintaining full functionality.

sbraind/mcp-lite-wrappers

SSH MCP

by sondt2709

SSH MCP is a Model Context Protocol tool for managing and interacting with multiple virtual machines over SSH. It simplifies executing commands on remote servers using the standard SSH config file format.

sondt2709/ssh-mcp-py

petromcp

by ameyxd

A local-first MCP server for reading petroleum data formats like LAS and DLIS, designed for teams whose data cannot leave their machine. It provides read-only tools for well log analysis, comparison, and unit conversion with strict path allowlisting and no network access.

ameyxd/petromcp

clover-mcp

by sbolivarlol

MCP server for the Clover POS REST API that gives AI assistants read and safe-write access to a merchant's sales, inventory, orders, and customers.

SBolivarLoL/clover-mcp-server

Intelligent PostgreSQL MCP Client

by anass1209

Enables natural language querying of PostgreSQL databases with intelligent SQL generation using LLMs.

anass1209/MCP_PostgreSQL

mcp-veo

by acedatacloud-mcp

acedatacloud-mcp/mcp-veo

mcp-magma-handbook

by legenai

LeGenAI/mcp-magma-handbook

tymewear-mcp

by tkelkermans

Connects Claude to Tyme Wear's breathing sensor platform to analyze ventilatory data, activities, thresholds, and training zones.

tkelkermans/tymewear-mcp

rfc-server

by xiaobenyang-com

Search and fetch RFCs by keyword or number. Jump directly to specific sections for precise citations. Speed up standards research and technical writing.

xiaobenyang-com/rfc-server

yt-dj-mcp

by didtjd59

Syncs YouTube Music liked songs, analyzes them for DJ metadata like BPM and key, and enables creating playlists from previews.

didtjd59/yt-dj-mcp

IT Glue MCP Server

by mtlharrison

Provides Claude with access to IT Glue documentation and asset management, enabling searching and retrieval of organizations, configurations, passwords, documents, and more.

MTLHARRISON/itglue-mcp

projects-emmanuel

by emmanuel

emmanuel/projects-emmanuel

Gmail MCP Server

by tannaprasanthkumar

Enables AI agents to interact with Gmail through a standardized MCP server interface, allowing for natural language email management and automation.

TannaPrasanthkumar/Gmail-MCP-AI-Integration

CodeIntel MCP Server

by secondlifes

Enables AI agents to perform hybrid code search, get explanations, analyze relations and impacts, retrieve context packs, and generate documentation across ~45 languages via 17 MCP tools, all powered by a local vector database and LLM.

SecondLifes/code-intel

Second Brain

by guybr3000

Persistent, semantically-searchable memory for AI agents using local PostgreSQL, pgvector, and Ollama embeddings, exposed via MCP with hybrid retrieval, knowledge graph, and auto-recall hook.

guybr3000/second-brain

mermaid-ai-links MCP

by async23

Enables AI hosts to generate and open Mermaid diagram links in Markdown files, providing tools for syncing, listing, and injecting diagrams via the Mermaid.ai editor.

Async23/mermaid-ai-links

Google Apps Script MCP Server

by utakata

Enables comprehensive management of Google Apps Script projects, including project creation, file operations, and web app deployments. It features a security-first design with encrypted property management and automated security auditing for GAS environments.

Utakata/google-apps-script-mcp

lokal

by slookisen

Search 1000+ local food producers in Norway. Natural language, Norwegian & English. Tools: lokal_search, lokal_discover, lokal_info, lokal_stats

slookisen/lokal

kilo-kit-mcp

by vodailocz

An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, and verification before completion.

VoDaiLocz/kilo-kit-mcp

claude-2-mail

by omkargs

Local MCP server for reading/sending email via Gmail and managing Google Calendar events, enabling an AI agent to handle email and calendar operations through natural language.

omkargs/claude-2-mail

Energy Prediction MCP Server

by davad122

Enables AI-powered analysis and prediction of household energy consumption through machine learning models, providing historical consumption breakdowns, price queries from Spanish electricity markets, and personalized energy optimization recommendations.

Davad122/TFM

Xadeus-QQ-MCP

by mouse114514

QQ MCP Server with Auto-Wake, message send/receive, group management, file sharing, and timed tasks. Connects via NapCatQQ (OneBot v11). One-click setup with quickstart.ps1.Based on Amadeus-QQ-MCP.

mouse114514/Xadeus-QQ-MCP

token-enhancer

by xelektron

A local MCP proxy that strips web pages to clean text, reducing token usage for AI agents by up to 99.6%.

xelektron/token-enhancer

Partle

by rubenayla

Search and discover products across a diverse marketplace of local stores. Access detailed information on specific items and store locations to streamline the shopping experience. Monitor platform statistics to stay informed on product availability and marketplace growth.

rubenayla/partle

gmail-mcp

by edarrington

Enables Gmail integration with Claude Code for reading, sending, searching emails, and managing labels through natural language.

edarrington/gmail-mcp