The MCP Trust Index.

WordPress MCP Python

by tan-interspace

A lightweight MCP server that connects to WordPress via REST API, enabling content management (posts, pages, categories, etc.) and site configuration through natural language commands.

tan-interspace/wordpress-mcp-python

tailtest-cline

by avansaber

tailtest-cline is a Cline plugin that automatically generates and runs tests every time the agent edits a source file. https://github.com/avansaber/tailtest-cline

avansaber/tailtest-cline

Data Recon MCP Server

by hindocharaj1997

An MCP server for data reconciliation between MySQL and Snowflake, enabling LLM agents to validate data integrity during migrations and ETL processes.

hindocharaj1997/data-recon-mcp

codex-chats-mcp

by shoyu-ramen

Manages ChatGPT conversations and Codex Cloud tasks through MCP, enabling list, search, rename, archive, export, and permanent deletion from any MCP-compatible client.

shoyu-ramen/codex-chats-mcp

hig-mcp

by aka-kika

Provides Apple Human Interface Guidelines design tokens (colors, typography, Liquid Glass constraints, SwiftUI mappings) as structured data for AI coding agents.

aka-kika/hig-mcp

Odoo Accounting MCP Server

by jeevanism

Enables querying and analyzing Odoo account journal entries for audit purposes via XML-RPC integration. It allows Claude Desktop to securely interact with Odoo accounting data to facilitate financial data retrieval and analysis.

jeevanism/odoo-accounting-mcp

task-queue-mcp

by tadmstr

Exposes an agent orchestration task queue as an MCP tool interface, allowing agents to submit, list, get, and update tasks with typed validation.

TadMSTR/task-queue-mcp

Education AI MCP

by csoai-org

Provides AI-powered educational tools for teachers including lesson planning, quiz creation, student progress analysis, learning path recommendations, and rubric generation. Enables educators to automate administrative tasks and personalize learning experiences through natural language interactions.

CSOAI-ORG/education-ai-mcp

PainSpotter MCP Server

by archoor

Query PainSpotter to discover validated business opportunities and trending pain points mined from Reddit, Hacker News, and Product Hunt.

archoor/painspotter-mcp

constraint-mcp-server

by superinstance

Enables AI tools to interact with constraint theory tools for pitch snapping, music generation, diagnostic analysis, and audio rendering through the Model Context Protocol.

SuperInstance/constraint-mcp-server

nightscout-mcp

by vgmakeev

Enables AI assistants to access and analyze Continuous Glucose Monitor (CGM) data from Nightscout, providing real-time readings, history, and analytics.

vgmakeev/nightscout-mcp

Weather MCP Server

by abhigit-trimble

Provides access to real-time weather data, 5-day forecasts, air quality information, and weather comparisons across multiple cities using the free OpenWeatherMap API.

AbhiGit-Trimble/weather-mcp-server

video-research-mcp

by galbaz1

45-tool MCP server for video analysis, deep research, content extraction, web search, and Weaviate knowledge storage. Powered by Gemini 3.1 Pro.

Galbaz1/video-research-mcp

WhatsApp Business MCP

by nakulben

Manage WhatsApp Business templates and send messages from Claude, ChatGPT, Cursor, VS Code Copilot, or any MCP-compatible client — powered by the Meta Cloud API.

nakulben/whatsapp-mcp

ticktick-mcp

by abdulhamid-n

MCP server for TickTick using the official OAuth 2.0 API. Create, list, update, complete, and delete tasks just by talking to Claude.

abdulhamid-n/ticktick-mcp

things3-mcp-gtd

by chevalicious

An MCP server for Things 3 on macOS that enables AI assistants to manage tasks using the Getting Things Done (GTD) methodology, including capture, clarify, organize, reflect, and engage stages.

Chevalicious/things3-mcp-gtd

stormscope

by thornjad

Provides real-time US weather data for AI assistants via MCP, including current conditions, forecasts, alerts, severe weather outlooks, radar, upper-air analysis, and surface analysis. Supports optional personal weather station integration.

thornjad/stormscope

Bokicast MCP Server

by lambda-tuber

An MCP server that visualizes bookkeeping elements like journal entries and T-accounts, enabling AI characters to autonomously teach and solve bookkeeping problems.

lambda-tuber/bokicast-mcp-server

Houdini MCP Server

by kif11

Enables AI assistants to control Houdini by executing Python code, querying scene information, and creating nodes via the Model Context Protocol.

Kif11/houdini-rpc-server

reddit-research-mcp

by dialog-tools

Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with semantic search across 20,000+ subreddits.

dialog-tools/reddit-research-mcp

subnet-calculator-mcp

by sanjayshreeyans

Enables IPv4 subnet planning and validation, including CIDR prefix calculation, wildcard mask generation, and host position lookup for network engineers.

sanjayshreeyans/subnet-calculator-mcp

Touchstone MCP Server

by savecharlie

Provides deterministic, verifiable text/code/measurement utilities for AI agents, enabling tasks like unit conversion, citation formatting, diffing, proofreading, readability scoring, and syntax checking with re-executable proof.

savecharlie/touchstone

Code Understanding MCP Server

by codingthefuturewithai

An MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.

codingthefuturewithai/mcp-code-understanding

OpenProject MCP Server

by trof808

Integrates OpenProject with AI IDEs like Cursor to retrieve tasks ready for development and task details.

trof808/openproject_api_mcp

Solitarius MCP

by preghosh

MCP server exposing REINVENT4 generative molecular-design operations as validated, LLM-callable tools for drug discovery, including sampling, transfer learning, reinforcement learning, and molecular analysis.

pregHosh/Solitarius-mcp

uitars-mcp

by lxsoftroxs

Enables AI coding agents to locate UI elements on screen with exact pixel coordinates using a local UI-TARS-2B vision model. Provides offline GUI grounding with ~1.2s latency on 4.1GB VRAM, eliminating cloud dependencies for computer-use automation.

Lxsoftroxs/uitars-mcp

power-automate-mcp

by ownoptic

An MCP server that enables Claude to create, run, and debug Power Automate flows, with tools to explain failures and compare runs.

OwnOptic/power-automate-mcp

Universal Database MCP

by jaynasriwala

A small MCP server that lets an LLM query PostgreSQL, MySQL, MariaDB, SQL Server, or SQLite databases safely — read-only, role-restricted, and with sensitive data blacked out.

jaynasriwala/Universal-Database-MCP

SearchAPI MCP Server

by iflow-mcp

MCP server that provides standardized access to Google Maps, Flights, Hotels, and other search services, enabling AI assistants to perform various searches.

iflow-mcp/searchAPI-mcp

Customer Service Data Analyst MCP Server

by carmithaas

Exposes five tools for querying and analyzing a customer-support dataset, including listing categories/intents, filtering, counting, and summarizing records.

CarmitHaas/customer-service-agent-carmit-haas

ha-mcp-for-xiaozhi

by c1pher-cn

Homeassistant MCP server for 小智AI

c1pher-cn/ha-mcp-for-xiaozhi

oura-mcp

by jhamblin

Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep data, time-series biometrics, hypnogram rendering, and analytical tools, unlike other MCPs that only provide daily scores.

jhamblin/oura-ring-mcp

Google Sheets MCP Server

by prajapdh

Provides comprehensive Google Sheets integration for creating, reading, updating, and managing spreadsheets programmatically via tools like batch updates and range operations. It enables automated workflows for data analysis, project management, and synchronization within the Model Context Protocol.

Prajapdh/sheets-mcp-server

DNS MCP Server

by stanibaj

A comprehensive DNS query server that enables querying all types of DNS records, including A, AAAA, MX, TXT, NS, CNAME, SOA, PTR, SRV, CAA, and DNSSEC checks, as well as advanced tools like WHOIS-style lookup and DNS delegation tracing.

stanibaj/dns-mcp-server

DaVinci Resolve

by barckley75

Control DaVinci Resolve Studio via natural language with 48 tools covering timelines, color grading, AI features, and rendering.

barckley75/resolve-claude-mcp

PIA MCP Server

by program-integrity-alliance

Enables AI to search and retrieve detailed information from U.S. government datasets, including GAO reports, oversight recommendations, congressional bills, and more, with OData filtering and faceted search.

Program-Integrity-Alliance/pia-mcp-local

observability-mcp

by blue-sky-exist

MCP server for querying observability data from Elasticsearch, SkyWalking, and Prometheus/VictoriaMetrics, enabling AI models to search logs, traces, and metrics across environments.

blue-sky-exist/observability-mcp

random-number-server

by nobelk

An MCP server that generates random numbers by using national weather data as entropy seeds. It provides a unique way to generate random values through weather API integration within the Model Context Protocol.

nobelk/random-number-server

gemini-cli-mcp-slim

by tksfjt1024

Thin MCP server wrapping the Gemini CLI for AI assistants, supporting workspace-aware multi-repository analysis and forward-compatible flags.

tksfjt1024/gemini-cli-mcp-slim

Note Taking AI MCP

by csoai-org

Note Taking AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/note-taking-ai-mcp

Substack MCP Server

by jessicaruthabbott

Enables programmatic management of Substack content, including creating drafts, publishing posts, and uploading images. It supports specialized features like live blogging and posting to Substack Notes through MCP-compatible AI tools.

jessicaruthabbott/my-substack-mcp

Jama Abstract MCP Server

by aliemregencer

Provide a flexible MCP server implementation that integrates with external tools and resources to enhance LLM applications. Enable dynamic interaction with data and actions through a standardized protocol, improving the capabilities of AI agents. Simplify the connection between language models and real-world context for more effective automation and assistance.

aliemregencer/jama-abstract-mcp-v2

CloudPrice

by alialbaker

Compare cloud pricing across AWS, Azure, and GCP for infrastructure decisions.

alialbaker/cloudprice-mcp

financial-agent

by albeorla

Enables AI agents to manage personal finances with deterministic, grounded tools for cash-flow projection, drift detection, reconciliation, and Todoist integration. All figures trace back to a local SQLite database.

albeorla/personal-finance-agent

Cortex

by larkooo

MCP server that lets AI agents monitor and tune neural network training in real time, with anomaly detection and guarded interventions.

Larkooo/cortex

Nautex

by hmldns

Integrates Nautex AI's specification and planning tool with coding agents to manage requirements, tasks, and code generation in small, testable steps.

hmldns/nautex

OPTIMADE MCP Server

by dianfengxiaobo

Enables natural language querying of OPTIMADE-compatible material databases like Materials Project and Materials Cloud via the Model Context Protocol. It provides tools for linting query filters, discovering database providers, and accessing full structured data results as MCP resources.

dianfengxiaobo/optimade-mcp-server