The MCP Trust Index.

mcp-server-canvas-lms

by javohir73

Read-only MCP server for Canvas LMS that exposes tools to list courses, assignments, grades, submissions, syllabi, announcements, modules, pages, and files, without any write operations.

javohir73/mcp-server-canvas-lms

Listen

by decibri

Microphone capture and speech-to-text MCP server using whisper.cpp for STT and Ollama for local LLM processing.

decibri/mcp-listen

architecture-pattern-mcp

by olk

Provides architecture design expertise to AI coding agents, analyzing requirements, selecting architecture patterns, generating concrete designs, and evaluating quality attributes.

olk/architecture-pattern-mcp-server

OBS MCP

by kshamaybharadwaj

Enables AI assistants to control and automate OBS Studio via natural language, covering scenes, sources, audio, recording, streaming, transitions, filters, media playback, diagnostics, and multi-step workflows over the OBS WebSocket protocol.

KshamayBharadwaj/obs-mcp

weather-mcp-pro

by asifmarwat

MCP server that exposes real-time weather, forecasts, air quality, and multi-city comparison tools via the OpenWeather API for LLM agents.

AsifMarwat/weather-mcp-pro

mcp-e2studio-server

by helistana

Enables AI tools to manage Renesas e2studio projects, including building, flashing, and debugging embedded code through MCP tools and resources.

Helistana/mcp-e2studio-server

Turbovec MCP Server

by henny-bee

Provides persistent long-term memory (semantic RAG) for AI coding assistants, enabling them to store and semantically search code and documentation across chat sessions without token limits.

henny-bee/Turbovec-MCP-Tiar

Ketan-OS MCP Server

by umang-algo

Provides transactional intelligence for AI agents, enabling safe tool execution with pre-flight invariant checks, sub-second filesystem snapshots/rollback, causal tracing, belief contradiction detection, and 15 native MCP tools for Claude Code.

umang-algo/ketan-os

sol-luna-orchestrator

by mahadansar

An MCP server that enables a supervising OpenAI Codex agent to delegate bounded implementation tasks to isolated worker threads with enforced file scopes and verification, optionally running in parallel git worktrees.

mahadansar/sol-luna-orchestrator

AI-CV-Builder-MCP

by fatimaiqbal34

MCP server for AI-powered CV building, offering tools to create professional CVs, improve sections, match skills to jobs, and recommend skills.

fatimaiqbal34/AI-CV-Builder-MCP

openai-vision-mcp-server

by ygq-future

Enables image analysis via OpenAI-compatible vision APIs, supporting local files, URLs, and base64 inputs with intelligent tiling for high-resolution images. Provides a secure, configurable MCP stdio server for structured vision analysis.

ygq-future/openai-vision-mcp-server

Super-MCP-OCR-Deepseek

by slamsmart

An MCP server that gives text-only LLMs like DeepSeek vision capabilities by OCRing images, PDFs, Office documents, and text files into pure text. It provides tools like read_document and ocr_image to enable file analysis.

slamsmart/Super-MCP-OCR-Deepseek

weather-mcp

by bidhan017

A FastMCP server that provides current weather, forecasts, and rule-based umbrella/jacket recommendations via Open-Meteo, deployable to Databricks Agent Bricks.

bidhan017/weather-mcp

BranderUX MCP

by branderux

Enables AI agents to manage BranderUX projects, including brand settings, custom elements, screens, and API keys, with access to verified SDK documentation.

BranderUX/branderux-mcp

PTV Transit MCP Server

by mananshumandaliya

Exposes Victoria's public transport (PTV) GTFS timetable data as MCP tools, allowing LLMs to answer natural-language questions about routes, stops, and departure times.

MananshuMandaliya/ptv-mcp-server

bevigil-mcp-server

by santhosh-005

MCP server that provides AI-native access to BeVigil's OSINT API, enabling mobile app security research and asset discovery through tools for hosts, subdomains, S3 buckets, URLs, wordlists, and multi-step investigations.

santhosh-005/bevigil-mcp-server

google-my-business-mcp

by jie8357ioii

MCP server that exposes Google Business Profile / Google My Business REST APIs as MCP tools, returning Google API responses directly without added workflow or business logic.

jie8357IOII/google-my-business-mcp

themeseed

by themeanax

MCP server that analyzes a CMS's active theme and generates realistic demo content tailored to it, letting users judge themes with real-looking articles, images, and embeds.

ThemeAnax/themeseed