The MCP Trust Index.

fw-context-mcp

by turbyho

Exposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C++ symbols parsed from real build commands, enabling sub-millisecond lookup, full-text search, and natural-language explanation without hallucination.

turbyho/fw-context-mcp

SentinelX Core MCP

by pensados

An MCP server that proxies tool calls to a running SentinelX Core instance with OIDC/OAuth authentication. It enables secure integration of SentinelX Core's HTTP agent capabilities through the MCP protocol.

pensados/sentinelx-core-mcp

mcp-screenshot

by kamarusama

MCP server for taking Linux / Wayland screenshots via grim and slurp.

KamaruSama/mcp-screenshot

AI Validation MCP Server

by jadenmaciel

Automatically enhances user prompts by applying expert-level prompt engineering techniques tailored to technical, creative, or analytical content types. It provides visual feedback on applied optimizations to ensure higher quality, structured, and more comprehensive AI responses.

jadenmaciel/ai-validation-mcp-server

mcp-rs232

by daedalus

An MCP server that exposes RS232 serial port connectivity, enabling listing, opening, reading, and writing to serial ports via tools and resources.

daedalus/mcp-rs232

vcenter-mcp

by veg-salad

Enables plain English queries about VMware vCenter environments including clusters, VMs, datastores, and more, directly from VS Code via GitHub Copilot.

veg-salad/vcenter_mcp

MCP Server Collection

by pengggxp

A modular framework for building and running multiple MCP servers with file operations, system information, and extensible tool/prompt/resource support.

pengGgxp/mcp-server

mcp-fraudlabspro

by fraudlabspro

Fraud Prevention MCP server using FraudLabs Pro API.

fraudlabspro/mcp-fraudlabspro

auxly-memory-cli

by tzamun-arabia-it-co

Local-first, file-based memory layer for AI agents — one shared Markdown vault across Claude, Codex, Gemini, Cursor and any MCP client. Provides read/write memory tools with an audit trail, per-agent trust levels, and Git sync; no cloud and no lock-in.

Tzamun-Arabia-IT-Co/auxly-memory-cli

Daily Hots MCP

by fancyboi999

A Python-based MCP server that aggregates real-time trending topics and news from over 30 sources including social media, technology, and finance platforms. It enables AI applications to retrieve the latest hot searches and news from major services like Weibo, Baidu, and IT Home through a unified interface.

fancyboi999/daily-hot-mcp

research-mcp

by burton-david

A citation-finding research assistant for scientists, exposed as an MCP server that extracts claims from draft paragraphs, searches multiple academic sources, scores paper quality, and explains recommendations.

Burton-David/ResearchAssistantMCP

Deepghs MCP

by citronlegacy

MCP server for the DeepGHS anime AI ecosystem. Dataset discovery, tag search, character dataset finder, and training pipeline code generation.

citronlegacy/deepghs-mcp

Aviation MCP Server

by aiagentkarl

MCP server giving AI agents access to real-time aviation data — live flight tracking, airport weather, airline and airport information.

AiAgentKarl/aviation-mcp-server

AI Diagram Prototype Generator

by simonutd

Integrates with multiple AI providers (ZhipuAI, OpenAI, Gemini) to automatically generate architecture diagrams, flowcharts, and mobile app prototypes using specialized prompt templates for system architecture, Apple mobile prototypes, WeChat mini-apps, and common UI prototypes.

simonutd/ai-diagram-prototype-generator-mcp-server-

Cairntir

by pnmcguire480

A local-first, open-source memory system for Claude Code that eliminates cross-chat AI amnesia by storing decisions and facts verbatim in a SQLite database and retrieving them via MCP tools for persistent, context-aware conversations.

pnmcguire480/cairntir

prefect-mcp-server

by prefecthq

An MCP server for interacting with Prefect resources, enabling AI assistants to monitor, manage, and debug workflows.

PrefectHQ/prefect-mcp-server

reaper-mcp-server

by yeeking

An MCP server that lets language models interact with the Reaper DAW

yeeking/reaper-mcp-server

AI Act Sentinel

by pierpyrenda

MCP server for EU AI Act compliance analysis — classify any AI system or workflow against Regulation (EU) 2024/1689, updated with AI Omnibus 2026.

PierpyRenda/ai-act-sentinel

mcp-epochs

by daedalus

Provides current Unix timestamp in seconds, milliseconds, and ISO 8601 format to LLMs via a simple MCP tool.

daedalus/mcp-epochs

OpenCV MCP Server

by gongrzhe

Provides OpenCV computer vision capabilities for AI assistants, enabling image processing, object detection, face detection, and video analysis through natural language.

GongRzhe/opencv-mcp-server

MCP LLMS-TXT Documentation Server

by ankitrautela333

An MCP server that enables users to fetch and audit documentation from user-defined llms.txt index files. It provides tools to list documentation sources and retrieve content from specific URLs with built-in domain access controls for secure context retrieval.

ankitrautela333/Langchain-mcp

Wazuh MCP Server

by socfortress

A production-ready Model Context Protocol (MCP) server for seamless integration between Wazuh SIEM and Large Language Models (LLMs).

socfortress/wazuh-mcp-server

City By Api Ninjas MCP Server

by bach-ai-tools

Provides access to the City By Api Ninjas API to retrieve detailed city information worldwide. Users can search and filter results by name, country, population range, and geographic coordinates.

BACH-AI-Tools/city_by_api_ninjas

vlc-mcp-server

by piebro

An MCP server to control VLC media player, allowing remote playback and control of videos via any MCP client.

piebro/vlc-mcp-server

Replicate Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Replicate's tools and services through a unified API, enabling AI model usage via MCP.

universal-mcp/replicate

Nettskjema MCP Server

by orjahren

Enables interaction with Nettskjema forms, submissions, invitations, and data export through the MCP protocol.

orjahren/nettskjema-mcp

TheWeave: Memory for AI agents you can cat, grep, and git.

by theweavesc

TheWeave is a markdown-native memory architecture for Claude and any MCP-aware agent. Your agent's memory lives as plain .md files you own: a 5-verb MCP core over the vault, query-driven PageRank retrieval, bi-temporal facts (valid_from / valid_until), and a persona-as-vault model. No database and no embeddings server. The files are the memory, inspectable in your editor and versionable in git.

TheWeaveSC/theweave

sales-agent

by mmaun

Multi-agent sales email generation server that creates, evaluates, and sends personalized sales emails via SendGrid, using AI to craft diverse email styles and select the best one.

mmaun/sales-agent

M365 Roadmap MCP Server

by jonnybottles

A Python-based MCP server that enables AI agents to query the Microsoft 365 Roadmap programmatically.

jonnybottles/M365-roadmap-mcp-server

CheerLights MCP Server

by cheerlights

MCP server that allows AI tools to interact with the CheerLights API.

cheerlights/cheerlights-mcp

Jira & Confluence MCP Server

by halim-23

Enables AI assistants to interact with Jira and Confluence via natural language, supporting 37 Jira tools and 16 Confluence tools.

halim-23/jira-mcp-server

Sherlock MCP Server

by h4rr1son

Provides access to the Covertlabs infostealer intelligence platform to search for compromised credentials and investigate cyber threat artifacts. It enables security researchers to query databases for stolen emails, passwords, browser history, and victim metadata.

H4RR1SON/sherlock-mcp

Project Management AI MCP

by csoai-org

Project Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/project-management-ai-mcp

call-a-human-mcp

by nishantmodak

An MCP server that enables AI agents to pause and request human approval or information via Slack, Telegram, or macOS dialogs before proceeding with actions.

nishantmodak/call-a-human-mcp

NIST MCP Server

by tnicholson

Provides comprehensive access to NIST cybersecurity frameworks and controls, enabling AI assistants and applications to query, analyze, and manage NIST security controls through a standardized interface.

tnicholson/nist-mcp-server

GoldenPipe

by benzsevern

Data quality pipeline orchestrator chaining validation, transformation, and deduplication stages.

benzsevern/goldenpipe

rucio-mcp

by kratsg

An MCP server that exposes Rucio distributed data management operations as tools for LLMs. Designed for ATLAS physicists working with grid data on analysis facilities, but usable with any Rucio instance.

kratsg/rucio-mcp

Open Google Image Generator MCP

by miracorhan

MCP server that exposes Google Cloud Vertex AI Imagen and Gemini models for image generation, editing, analysis, and transformation via MCP-compatible clients.

miracorhan/OpenGoogleImageGeneratorMCP

Neo0 MCP Server

by neo0ai

A coordinate-based semantic addressing system for AI agents, providing tools to derive immutable addresses, search concepts, and manage personae via the Model Context Protocol.

Neo0ai/neo0-mcp

DORA Compliance MCP

by csoai-org

DORA Compliance - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/dora-compliance-mcp

Mailchimp MCP Server

by alexlaguardia

A production-grade MCP server that integrates with the Mailchimp Marketing API to manage campaigns, audiences, members, and reports. It provides 28 specialized tools for automating marketing tasks such as sending emails, managing subscriber tags, and analyzing performance data.

AlexlaGuardia/mcp-mailchimp

Endstone MCP Server

by mcayear

An MCP server for EndstoneMC development, enabling module information queries, code search, plugin template generation, event handling guidance, and development tutorials through natural language.

Mcayear/mcp-server-endstone

jankins

by thecturner

Token-optimized Jenkins MCP server with smart log handling and failure triage for AI coding assistants.

thecturner/jankins

Tarkov MCP Server

by obrien-matthew

Provides comprehensive access to Escape from Tarkov game data, including item statistics, market prices, quest information, and map details via the tarkov.dev API. It enables users to analyze market trends, compare items, and track game progression through natural language interactions.

obrien-matthew/tarkov-mcp

rustchain-mcp

by avellane-snit922

MCP server for the RustChain blockchain and BoTTube video platform, enabling AI-agent-based token earning through model context protocol and proof-of-antiquity.

avellane-snit922/rustchain-mcp

Hermes Remote Device

by beibei030

MCP server enabling one agent to control multiple remote devices simultaneously via Tailscale networking.

beibei030/hermes-remote-device-mcp

Computer Use

by anaisbetts

Control a local desktop — mouse, keyboard, screenshots, and drag — compatible with OpenAI Computer Use Agent spec.

anaisbetts/mcp-computer-use

screenshot-feedback-hook-mcp

by lkh081231

A cross-platform screenshot tool that lets coding agents capture and view their output, enabling self-correction through visual feedback.

lkh081231/screenshot-feedback-hook-mcp

evermemos-mcp

by tt-a1i

Long-term memory for AI coding assistants. Remembers context once and recalls it across sessions.

tt-a1i/evermemos-mcp

Cloud Storage Agent

by gabrielpreda

An MCP server deployed on Cloud Run that enables reading Cloud Storage and leveraging Vertex AI models via natural language.

gabrielpreda/adk-mcp-gcs-cloudrun