The MCP Trust Index.

glideit

by imhari14

Enables agents to analyze long videos by downloading them, extracting transcripts and storyboards, and zooming into specific moments with high-resolution frames and OCR.

Imhari14/glideit

MCP Taobao Server

by ganyu123456

为大模型提供淘宝购物能力，支持搜索商品、加入购物车和生成待支付订单，人工完成付款。

ganyu123456/mcp-taobao-server

mofstructure-mcp

by lichman0405

An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) structures, including SBU and ligand identification, guest removal, and COF stacking analysis. It enables AI agents to perform automated chemical informatics and structural characterization on crystal structures via CIF files.

lichman0405/mofstructure-mcp

Shell Server

by sergio-deras

A Model Context Protocol server that enables users to execute arbitrary shell commands through a terminal tool. It supports custom working directories, configurable execution timeouts, and safe command parsing using shlex.

sergio-deras/mcp-shellserver

klaket-mcp

by huseyinstif

Let AI agents watch videos: local transcripts, speaker labels, scenes, chapters and exact-moment search from any video URL or file. Fully local, no API keys.

huseyinstif/klaket

blender-mcp

by cwahlfeldt

cwahlfeldt/blender-mcp

AgentRank MCP

by saviodamato

Provides AI agents with access to real, verifiable businesses with provenance and source URLs, enabling natural-language business search and profile retrieval.

saviodamato/agentrank-mcp

mimari-ai MCP Server

by uzungridera

Provides AI-powered access to Turkish building regulations, architectural standards, and construction calculation tools via the Model Context Protocol.

UzunGridera/mimari-ai-mcp

harvest-forecast-mcp

by azx-pbc-oss

An MCP server that integrates Harvest time tracking and Forecast resource scheduling APIs, enabling AI agents to track time, manage projects, and handle assignments and scheduling.

AZX-PBC-OSS/harvest-forecast-mcp

MCP Café

by fungiboletus

Simulates technical discussions with various agent profiles to help solve engineering problems through coffee breaks, walks, or showers.

fungiboletus/mcp_cafe

onetrueclaude-creator/mcp-knowledge-gaps

by onetrueclaude-creator

Scans markdown vaults to identify concepts mentioned but not defined, ranks gaps by priority, and generates research questions or random long-tail topics to fill knowledge gaps.

onetrueclaude-creator/mcp-knowledge-gaps

ChuangSi AI Model Content Protection

by chuangsiaihub

Provides real-time content safety protection for large language models by detecting and preventing risks in both input and output content across multiple dimensions including compliance, ethics, and security.

chuangsiaihub/chuangsi-mcp-python

Post-Quantum Cryptography MCP Server

by scottdhughes

Enables AI assistants to perform quantum-resistant cryptographic operations using NIST-standardized algorithms including ML-KEM, ML-DSA, and SPHINCS+. Supports key generation, encryption, digital signatures, and security analysis for post-quantum cryptography research and development.

scottdhughes/post-quantum-mcp

PBIXRay MCP Server

by guyensoto

Enables LLM clients to analyze and interact with Power BI (.pbix) files, providing access to data models, DAX measures, Power Query code, table relationships, and data contents through natural language.

GuyenSoto/pbixray-mcp-server-for-Git

Superlinked MCP Server

by hovav698

Enables AI assistants to create and query multi-dimensional vector indexes from structured data files using Superlinked's vector search framework, supporting semantic search, recency, numerical, and categorical filtering.

hovav698/superlinked_mcp_server

Altium Schematic Parser

by brandons-cs

Parses Altium Designer binary .SchDoc schematic files without requiring Altium software, extracting components, nets, and pins.

brandons-cs/altium-schdoc-mcp

Wikipedia MCP Server

by orishmila

Provides access to Wikipedia through 10 tools including search, article retrieval, summarization, and fact extraction, with multi-language support and robust error handling.

OriShmila/wikipedia-mcp-server

Google Calendar MCP Server

by joecardoso13

An MCP server that provides access to the Google Calendar API, allowing AI assistants to list and retrieve calendar items via OAuth 2.0 tokens.

JoeCardoso13/mcp-google-calendar

garmin-mcp-local

by the-mace

A local MCP server that caches Garmin Connect data in SQLite for fast, read-only queries, with tools for bulk import, rate-limited sync, and failure alerts.

the-mace/garmin-mcp-local

KlinikMCP

by onatozmenn

A drug and clinical information MCP server for Turkish healthcare professionals, integrating TİTCK, SGK, openFDA, and PubMed data with ChatGPT and Claude.

onatozmenn/klinik-mcp

allegro-mcp-searcher

by andrewsakhno

Enables Claude Desktop to search products on Allegro.pl by translating user queries into Polish and querying the Allegro API.

andrewsakhno/allegro-mcp-searcher

IndustrialOps Industry 4.0 PLC Monitor MCP Server

by jdbruh18

Enables LLMs to connect to factory PLC sensors, read register data, analyze predictive maintenance, and monitor energy consumption in industrial environments.

jdbruh18/industrialops-mcp-server

Computer Use MCP Server

by sebastianbaltes

Enables Claude Code to interact with Linux X11 desktops by performing mouse actions, keyboard input, and capturing screenshots. It provides a suite of tools for automation tasks such as clicking, typing, and zooming on specific screen regions.

SebastianBaltes/claude_code_computer_use_mcp

UPS MCP Server

by ups-api

Enables AI agents to integrate with UPS shipping and logistics capabilities, including package tracking with delivery status and transit information, and address validation for U.S. and Puerto Rico locations.

UPS-API/ups-mcp

gametheory-mcp

by ryuxik

Equilibrium-aware primitives for AI agents — negotiation, auctions, mechanism design — exposed over MCP and importable as a Python library.

ryuxik/gametheory-mcp

gaslighting-mcp

by nothflare

A fake web search server that generates LLM-powered search results and full articles based on a configurable background story for AI alignment testing. It enables users to simulate a controlled web environment where AI agents interact with fabricated content tailored to a specific narrative.

Nothflare/gaslighting-mcp

MCP DataBridge

by 0xnadr

Enables AI agents to interact with the Titanic passenger database via MCP, providing tools for querying, analysis, and exploration.

0xNadr/mcp_databridge

MCP Sentinel

by zuga-luga

Runtime call-chain anomaly monitor for MCP servers that detects emergent attacks and rug-pull patterns by analyzing sequences of tool calls across sessions.

Zuga-luga/zugawatch

Cameo Systems Modeler

by ajhcs

Bridges AI assistants to CATIA Magic / Cameo Systems Modeler through an embedded JVM plugin, enabling full SysML v1 model creation, querying, and manipulation via 26 tools.

ajhcs/cameo-mcp-bridge

Grok-MCP-Claude

by yukincom

A single-file MCP server that enhances Claude Desktop with real-time web and X search, multi-tool agent, and image/video generation via xAI's Grok.

yukincom/grok-mcp-claude

Apprentice

by m-555

A local MCP server that delegates coding tasks to local Qwen and cloud Gemini models, enabling orchestrators like Claude Code to offload routine code generation and receive verified results with automatic correction logging.

m-555/Apprentice

safari-bookmarks-mcp

by chikingsley

Manage Safari bookmarks through an MCP server, providing tools to list, search, add, remove, and organize bookmarks and folders.

chikingsley/safari-bookmarks-mcp

DocVet

by alberto-codes

Docstring quality vetting for Python with enrichment, freshness, coverage, and presence checks.

alberto-codes/docvet

facebook-ads-mcp

by thainajardim

ThainaJardim/facebook-ads-mcp

Amazon MCP Server

by r123singh

Enables scraping Amazon product details and searching for products on Amazon through natural language queries. No API keys required as it scrapes publicly available Amazon pages.

r123singh/amazon-mcp-server

evalgate

by ipezygj

Eval-integrity statistics for AI benchmark claims — multiple-testing correction, power/MDE for model gaps, judge-bias and leaderboard-rank checks. Catches a benchmark number that won't survive a second look.

ipezygj/evalgate

OpenAPI MCP

by pvliesdonk

A generic MCP server that builds its tools at runtime from any OpenAPI specification, enabling interaction with any REST API through natural language.

pvliesdonk/openapi-mcp

swiss-statistics-mcp

by malkreide

Provides AI-native access to Swiss Federal Statistical Office datasets through 9 tools for querying education, population, and cross-cantonal comparisons without authentication.

malkreide/swiss-statistics-mcp

maid-runner-mcp

by mamertofabian

Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, resources, and prompts for AI agents like Claude Code and Aider, enabling seamless integration with AI development workflows.

mamertofabian/maid-runner-mcp

nutrition-mcp

by ispas-catalin

Local-first nutrition tracker MCP server for Hermes, enabling food, alias, recipe, and meal log management with SQLite persistence.

Ispas-Catalin/hermes-nutrition-mcp

mcp-server-vector-search

by miosomos

Combines Neo4j graph database with vector search using OpenAI embeddings for intelligent semantic search across knowledge graphs.

miosomos/mcp-server-vector-search

Dual-Model MCP Server

by skewliness

An MCP server that orchestrates a dual-model workflow using Claude Opus for high-level code generation and Codex for automated code review and bug fixing. It provides tools for framework design, task classification, and quality assurance to optimize software development.

skewliness/claude-mcp

nano-banana-claude

by tougenrip

An MCP server that provides image generation using Google's Nano Banana Gemini models, with additional tools for background removal, upscaling, and format conversion via deterministic post-processing.

tougenrip/nano-banana-claude

Traffic MCP Server

by lucad-28

Provides traffic prediction and route optimization tools that consume a REST API to get traffic station data, predict Speed Performance Index using LSTM models, and suggest optimal routes between stations using Dijkstra's algorithm.

lucad-28/traffict-mcp-server

faceit-mcp

by sebazai

Enables AI assistants to query the FACEIT platform for players, matches, hubs, and tournaments through typed MCP tools generated from the FACEIT Data API v4.

sebazai/faceit-mcp

ratatoskr-mcp-server

by sramkrishna

Experimental MCP Server for GNOME

sramkrishna/ratatoskr-mcp-server