The MCP Trust Index.

chuk-mcp-time

Provides high-accuracy time information by querying multiple NTP servers for consensus time, and comprehensive timezone support using IANA tzdata for conversions, DST handling, and clock drift detection independent of system time.

IBM/chuk-mcp-time

Brilliant Directories MCP

Official MCP server for Brilliant Directories, the membership and directory website platform powering 50,000+ sites. Manage members, posts, leads, reviews, pages, redirects, email templates, forms, menus, tags, and more from any AI agent. Ships an OpenAPI 3.1 spec and an interactive setup wizard.\r\n

brilliantdirectories/brilliant-directories-mcp

MCP Lab

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

mcp-bauplan

A minimalist MCP server for interacting with Bauplan data tables and executing SQL queries against Iceberg tables stored in S3. It enables users to list tables, retrieve schemas, and run SELECT queries using standard MCP transports.

marcoeg/mcp-bauplan

SOMA

Agent marketplace with human concierge. Submit service requests in natural language, get quoted in sats, pay via Lightning Network. 3 MCP tools: submit_request, check_status, list_services.

giskard09/soma

SyntaAI SAP Security MCP Server

Enables AI assistants to perform real-time SAP security audits and risk assessments by analyzing user roles, system parameters, and segregation of duties via RFC integration. It provides 17 specialized tools for monitoring security compliance and generating comprehensive audit reports directly from SAP systems.

SYNTAAI/sap-security-mcp

Meta Ads MCP Server

Enables comprehensive management of Facebook and Instagram advertising campaigns via the Meta Marketing API, supporting campaign creation, targeting optimization, and budget management. It provides tools for detailed performance reporting and creative analysis, including insights into spend, ROI, and audience breakdowns.

mikdeangelis/mcp-meta-ads

Ableton Live

Provides real-time control and automation of Ableton Live through a dual-component architecture consisting of a Python Remote Script and external server that communicate via socket connections, enabling session management, MIDI clip operations, and browser integration for loading instruments and effects.

chaudepark/ableton-mcp

Codex Gopls

Integrates the Go language server (gopls) into Codex, exposing hover, definitions, references, symbols, and diagnostics.

bchh-s/codex-gopls-mcp

MCP Access Point

Turn a web server into an MCP server in one click without making any code changes.

sxhxliang/mcp-access-point

Suno-MCP

Enables music generation through Suno AI, providing tools for account authentication, prompt-based track creation, and automatic downloading of audio files. It facilitates seamless AI music production workflows within Claude Desktop via Playwright-driven browser automation.

MeroZemory/suno-multi-mcp

MeSH MCP

Connects Claude to the U.S. National Library of Medicine MeSH APIs to search and retrieve medical authority data, descriptors, and qualifiers. It enables library and metadata staff to perform subject analysis and confirm terminology within an AI-assisted cataloging workflow.

msuicaut/mesh-mcp

FastMCP Novel Processing Tool

An MCP server for intelligent novel processing that enables precise token-based text segmentation and management of bulk rewriting tasks. It integrates with the Cursor editor to facilitate automated content transformation workflows and prompt management.

imohuan/novel-segmentation-mcp

Weather MCP Server

Enables AI assistants to fetch real-time weather data, forecasts up to 10 days, and compare weather conditions between cities using WeatherAPI.com with support for both Celsius and Fahrenheit units.

Abhishek3689/Weather_MCP_Server

CrowdCent MCP Server

Enables AI assistants to interact with CrowdCent's prediction challenges, allowing them to access challenges, download datasets, submit predictions, and monitor submissions through natural language commands.

crowdcent/crowdcent-mcp

monarch-mcp

Comprehensive Monarch Money integration with read and write support for accounts, transactions, budgets, cashflow, credit history, and more. Secure browser-based auth with tokens stored in the OS keychain. Installs in one click via .mcpb for Claude Desktop.

vargahis/monarch-mcp

UnCorreoTemporal

Disposable email MCP server for autonomous AI agents. Create labeled temporary inboxes, wait for verification emails, extract OTP codes and confirmation links — zero human intervention required.

francofuji/uncorreotemporal-mcp-server

SF-MCP

Enables querying SAP SuccessFactors OData API metadata and managing Role-Based Permission (RBP) configurations. It provides tools for retrieving entity metadata, listing permission roles, and inspecting user-specific access rights through MCP-compatible clients.

aiadiguru2025/sf-mcp

ReaMCP

An MCP server that enables users to control and edit REAPER projects through a Python-based interface and a Lua bridge. It supports managing tracks, controlling transport, manipulating MIDI and audio items, and adjusting FX parameters within the digital audio workstation.

danielkinahan/ReaMCP

DaisyUI

Provides access to DaisyUI component documentation and usage patterns for Tailwind CSS development

birdseyevue/daisyui-mcp

Mcp Rest Sample

Python sample code for MCP server + REST API (FastAPI) integration

BeaverHouse/mcp-rest-sample

PocGenius

Automatically generates pocsuite3-compliant POC (Proof of Concept) code from vulnerability information, with built-in safety features to prevent harmful payloads and ensure secure security testing.

rockmelodies/POCGeneratorMCP

Agentforce MCP Integration Server

Enables MCP clients to connect to LLM/API services using the Model Context Protocol, providing real-time interaction and tool access. Also offers RESTful API endpoints via FastAPI for programmatic integration with existing systems.

SanthoshSantoMCP/MCPNewTest

dbt-docs-mcp

MCP (model context protocol) server for interacting with dbt Docs

mattijsdp/dbt-docs-mcp

Yahoo Finance MCP Server

Enables LLMs to retrieve stock market data and financial information from Yahoo Finance using the yfinance Python library. Supports querying stock prices, historical data, and other financial metrics through natural language.

peidaqi/yfinance-mcp-server

ucon-mcp

Verified unit conversion and dimensional analysis for AI agents. 190+ units, 31 domain formulas (clinical, physics, aerospace, SRE), physical constants with uncertainty propagation. Refuses invalid conversions structurally: the tool that won't convert mg to mL and knows the difference between torque and energy.

the-radiativity-company/ucon-tools

Civic Data MCP Server

Provides access to 7 free government and open data APIs including NOAA weather, US Census demographics, NASA imagery, World Bank economics, Data.gov, and EU Open Data through 22 specialized tools, with most requiring no API keys.

EricGrill/mcp-civic-data

ssis-adf-agent

An MCP server that enables automated analysis and conversion of SSIS packages into Azure Data Factory JSON artifacts directly through GitHub Copilot. It streamlines ETL modernization by detecting complex patterns, translating script tasks, and generating production-ready pipelines following Microsoft best practices.

tyrrestrup/ssis_adf_agent

YouTube MCP

Provides production-grade tools for YouTube channel resolution, video metadata extraction, transcripts, and playlist management. It features a quota-aware, AI-friendly design that supports structured searching and listing of public YouTube data.

glonorce/youtube_mcp

gitlab-ci-mcp

MCP server for GitLab CI/CD — pipelines, jobs, schedules, branches, tags, merge requests and repository files. Works with any GitLab (SaaS gitlab.com or self-hosted) via python-gitlab.

mshegolev/gitlab-ci-mcp

WinRemote MCP

The ultimate Windows MCP server for remote desktop control and automation. Control any Windows machine through the Model Context Protocol — perfect for AI agents, Claude Desktop, and OpenClaw integration. Transform your Windows desktop into a powerful, remotely-accessible automation endpoint. Run on the Windows machine you want to control. Built with FastMCP and the Model Context Protocol.

dddabtc/winremote-mcp

SynapBus

MCP-native agent-to-agent messaging hub for AI swarms. Agents communicate via channels and DMs through MCP protocol — zero SDKs needed. Includes web UI, semantic search, analytics dashboard. Single Go binary, local-first.

synapbus/synapbus

Berth

Database management — connect, query, describe schemas, run migrations, and monitor active queries across PostgreSQL, MySQL, and SQLite.

seayniclabs/berth

nab

Ultra-fast web fetcher and MCP server written in Rust. Fetches any URL as clean Markdown with HTTP/3, JavaScript rendering, anti-fingerprinting, browser cookie authentication from Chrome/Firefox/Brave, and 1Password integration.

MikkoParkkola/nab

Coin Railz MCP Server

Provides access to 41 micropayment-based services for blockchain analytics, trading signals, prediction markets, and financial sentiment analysis. It enables users to perform crypto-native tasks like auditing smart contracts, tracking whale alerts, and analyzing DeFi liquidity through natural language.

tdnupe3/mcp-server-coinrailz

Slack Enterprise MCP Server

Enterprise-grade Slack integration with compliance audit trails for AI agents. Every action is logged locally for governance, regulatory compliance, and security review.

CSOAI-ORG/slack-enterprise-mcp

Monday.com MCP Server

Enables interaction with Monday.com boards, items, groups, updates, and documents through natural language. Supports creating and managing boards, items, sub-items, comments, and documents with full CRUD operations.

YajieQi123/mcp-server-monday-qi

basic-mcp

Provides a suite of deterministic tools for time calculations, math, and string manipulation that LLMs often struggle to perform accurately. It also includes utilities for secure randomness, data validation, and basic network operations like DNS lookups.

msilverblatt/basic-mcp

Ioc Search MCP Server

Enables comprehensive threat analysis for Indicators of Compromise (IoCs) including IP addresses, file hashes, domains, and URLs. It provides detailed reputation scores, security vendor evaluations, and network metadata to facilitate security assessments and risk detection.

BACH-AI-Tools/bachai-ioc-search

Automox

Integrates with Automox's endpoint management platform to provide policy health monitoring, device compliance insights, remediation actions, and patch management through curated workflows for IT operations automation and security compliance.

automoxcommunity/automox-mcp

PubChem-MCP

An MCP server that provides tools for querying the PubChem database for detailed information on chemical compounds, substances, bioassays, and molecular properties. It enables users to search by name, structure, or identifier to retrieve chemical classifications and cross-references through natural language.

BioContext/PubChem-MCP

MCP Server F1Data

Enables interaction with Formula 1 data through LLM interfaces like Claude. Provides access to F1 information including circuits, constructors, drivers, grand prix, manufacturers, races, and seasons.

Maxbleu/MCP-F1data

MemoryGraph

A graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that traditional vector stores often miss.

memory-graph/memory-graph

Bluetooth MCP Server

bluetooth-mcp-server for Claude AI

Hypijump31/bluetooth-mcp-server

Jira - GitHub MCP Server

Enables end-to-end automation of developer workflows from Jira issue tracking to GitHub pull requests through natural language, allowing developers to search issues, create branches, commit changes, and manage PRs directly from their IDE.

TamarEngel/jira-github-mcp

Mowen Notes MCP Server

Enables interaction with Mowen Notes to create, edit, and manage rich text content including file uploads and internal note links. It allows users to manage their notes directly within MCP-compatible environments like Cursor or Claude Desktop.

z4656207/mowen-mcp-server

BabelWrap

Web browsing capabilities for AI agents via the BabelWrap API.

babelwrap/babelwrap-mcp

Screenshot Analyzer MCP

Analyzes app screenshots to identify UI/UX issues, compare designs with implementations, and provide actionable fixes using GPT-4o/GPT-5.2 vision capabilities. Supports single/batch analysis, design comparison, and automated report generation for iOS, Android, web, and desktop platforms.

Sasuke-inu/UI-Screenshot-Android-Review-OpenAI

DigiKey MCP Server

Provides access to the DigiKey Product Search API v4, allowing users to search for electronic components and retrieve detailed product specifications. It supports keyword searches, pricing inquiries, manufacturer lookups, and access to technical datasheets.

simon-77/digikey-mcp

Pagila MCP Server

Enables interaction with the Pagila sample PostgreSQL database through natural language queries and SQL execution, supporting safe SELECT operations and text-to-SQL conversion.

karthikingithub/pagila-mcp