The MCP Trust Index.

mcp-proxy

by stephenlacy

Fast rust MCP proxy between stdio and SSE

stephenlacy/mcp-proxy

MBTA MCP Server

by cubismod

Enables AI clients to access Boston's MBTA public transit data, including real-time predictions, schedules, route planning, and service alerts.

cubismod/mbta-mcp

mcp-bcrp

by maykolmedrano

Provides access to over 5,000 macroeconomic indicators from the Banco Central de Reserva del Perú (BCRP) statistical database. It enables AI agents to search for indicators, fetch time-series data, and generate professional economic charts.

MaykolMedrano/mcp_bcrp

ArvanCloud MCP Server

by dwin-gharibi

Enables AI agents to manage the entire ArvanCloud platform (compute, networking, storage, CDN, DNS, etc.) plus a cloud-DevOps toolbox for provisioning, Kubernetes, IaC, security, and networking through natural language.

dwin-gharibi/arvancloud-mcp

Modal MCP

by george-bobby

An MCP server for managing Modal — apps, containers, volumes, and secrets — and for deploying & running Modal apps directly from Claude Code and other MCP clients.

george-bobby/mcp-modal

ExaltByte MCP Server

by bekatechnology

Enables AI assistants like Claude to deploy apps, manage databases, and operate cloud infrastructure on the ExaltByte platform using natural language commands.

bekatechnology/exaltbyte-mcp-server

otparse-mcp

by desvert

A containerized MCP server for parsing OT/ICS packet captures, specifically supporting Modbus and BACnet protocols via tshark. It provides structured JSON output from PCAP files to enable LLMs to analyze industrial network traffic and derive device inventories.

desvert/otparse-mcp

Chronos MCP

by kodaxadev

Provides Claude with a persistent local memory and structured knowledge graph to track project states, tasks, and historical decisions across different chat sessions. It enables users to recall information using keyword relevance, time-travel queries, and dependency analysis for complex project management.

Kodaxadev/ChronosMCP

BookStack MCP Server

by oculairmedia

Provides comprehensive tools for managing BookStack instances, including full CRUD operations for books, chapters, and pages. It features advanced image gallery management with URL upload support and full-text search capabilities across all content entities.

oculairmedia/Bookstack-MCP

sql-query-mcp

by andywang1688

A general-purpose MCP server that lets AI work with multiple databases within clear boundaries.

andyWang1688/sql-query-mcp

Ubidots MCP Server

by ubidots

Enables MCP clients to interact with the Ubidots IoT platform for managing IoT devices, data, and automation through natural language.

ubidots/ubidots-mcp-server

ThinkNEO MCP SMB

by thinkneo-ai

8 standalone MCP servers for SMBs — Guardrails (prompt injection, PII, secrets detection), FinOps (AI cost tracking and budgets), Observability (agent tracing), Smart Router (17+ models, 9 providers), Trust Score (governance scoring 0-100), Memory (persistent agent memory), ThinkSecure (runtime security + SOC2/GDPR audit), and A2A Lite (agent-to-agent protocol). 37 tools total, TNC credits

thinkneo-ai/mcp-smb-products

medwriter-mcp

by pubspro

Medical Writer's AI Toolkit — 33 expert prompts for pharma medical writing as MCP tools

pubspro/medwriter-mcp

NanoKVM MCP Server

by scgreenhalgh

Enables AI assistants to remotely control Sipeed NanoKVM hardware for BIOS-level management of servers and headless machines. It provides tools for power control, keyboard and mouse emulation, screen capture, and ISO image mounting via the Model Context Protocol.

scgreenhalgh/nanokvm-mcp

mcp-capstone

by daedalus

MCP server that provides disassembly and reverse engineering capabilities via the Capstone framework, supporting multiple architectures.

daedalus/mcp-capstone

Companion MCP

by drohi-r

An MCP server for Bitfocus Companion that enables AI assistants to program and control Stream Deck surfaces and other Companion-connected devices. It provides 53 tools for button control, styling, page management, variable handling, and batch operations with verification and rollback.

drohi-r/companion-mcp

cloakbrowser-mcp

by oliver0804

Wraps CloakBrowser, a stealth Chromium, as an MCP server for web retrieval with anti-detection features. Enables getting text, HTML, screenshots, and interactive actions via natural language.

Oliver0804/cloakbrowser-mcp

Quantum Code Validator

by qyusu

An MCP server that provides static validation and documentation lookup for quantum computing libraries, currently supporting PennyLane. It allows users to verify quantum code syntax and method usage against official library documentation to ensure correct implementation.

Qyusu/quantum-code-validator

senior_analyst

by rrred0324

A business analysis MCP server with financial data, industry modeling, valuation models, and adversarial review for deep company and sector analysis.

rrred0324/senior-analyst

fastmcp-server

by helmforgedev

Production-ready FastMCP server image that dynamically loads tools, resources, prompts, and knowledge bases from inline, S3, or Git sources.

helmforgedev/fastmcp-server

mcp-sysmon

by dragogargo

MCP server for system monitoring, enabling users to ask about CPU, memory, disk, network, and processes on their system.

dragogargo/mcp-sysmon

ThreatByte-MCP

by anotherik

An intentionally vulnerable case management system designed for security training that provides MCP tools for SOC analyst workflows like case handling and indicator search. It enables users to explore and demonstrate common security weaknesses such as prompt injection, SQL injection, and broken authorization in an MCP-integrated environment.

anotherik/ThreatByte-MCP

mcp-seo-audit

by giorgikemo

SEO audit and Google Search Console MCP server with 23 tools. Search analytics, URL inspection, Indexing API, Core Web Vitals (CrUX), striking distance keywords, keyword cannibalization detection, branded query analysis, and automated site audits.

GiorgiKemo/mcp-seo-audit

GAM MCP Server

by ktibbs9417

Enables AI assistants to perform Google Workspace administrative actions via GAM7, managing users, groups, calendar, Drive, and more.

ktibbs9417/gamcp

juniper-mist-mcp

by vahagn-madatyan

MCP server for managing Juniper Mist networks with AI assistants. Monitor, troubleshoot, and configure customer networks through natural language.

vahagn-madatyan/juniper-mist-mcp

mcp-server-duckdb

by ktanaka101

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities

ktanaka101/mcp-server-duckdb

ClawdChat MCP Server

by agentrix-ai

Enables AI agents to interact with the ClawdChat social network, allowing them to post, comment, vote, follow other agents, manage communities, and send direct messages.

agentrix-ai/clawdchat-mcp

Kobo MCP Server

by tagnonkoua-ux

Enables reading and writing to KoBoToolbox via MCP, including creating forms, deploying them, attaching media, and submitting data, all from chat.

tagnonkoua-ux/kobo-mcp-server

Thai Toolkit MCP

by wtigero

An offline MCP server offering Thai-specific utilities for AI agents, including ID validation, baht text conversion, date handling, VAT calculation, phone formatting, and province lookup.

wtigero/thai-toolkit-mcp

Zimbra MCP Server

by jeremie-lesage

Enables to manage Zimbra emails, tags, calendar, and contacts through natural language. Supports searching, sending, drafting emails, managing contacts, tags, and calendar events.

jeremie-lesage/zimbra-mcp

ansible-know-mcp

by leogallego

Module discovery, documentation search, and skill generation for AI agents via the Model Context Protocol.

leogallego/ansible-know-mcp

NORNR MCP Control

by nornr

A governance and control layer for MCP tools that manages tool requests as intents through policy-based approval, queuing, or blocking. It enables secure human oversight and audit trails for consequential agent actions across platforms like Claude Desktop and Cursor.

NORNR/nornr-mcp-control

re-yara

by heretek-re

MCP server wrapping the YARA pattern-matching engine for binary triage, enabling users to compile and scan files against analyst-defined YARA rules.

Heretek-RE/re-yara

hevy-mcp

by vellarasan

A Model Context Protocol server that connects Claude to Hevy workout logs, enabling workout reading, routine creation, and training analysis.

Vellarasan/hevy-mcp

kafka-mcp-server

by joel-hanson

This project provides a **Model Context Protocol (MCP)** server that enables interaction with a Kafka cluster via standard tool-based interfaces. It exposes Kafka operations like producing messages, consuming, listing topics, and more — all accessible through Claude Desktop or any MCP-compatible client.

Joel-hanson/kafka-mcp-server

WAII MCP Server

by waii-ai

Provides database interaction through natural language, enabling query execution and content processing.

waii-ai/waii-mcp-server

mcp-opencode-blender

by khalidsat

Enables programmatic control of Blender via OpenCode, supporting 3D model creation, material application, and export through a Model Context Protocol server.

khalidSAT/mcp-opencode-blender

A-Modular-Kingdom

by masihmoafi

Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools for AI agents via the Model Context Protocol.

MasihMoafi/A-Modular-Kingdom

Studio MCP Hub

by codex-curator

StudioMCPHub is a production MCP server exposing a complete creative AI pipeline and the Alexandria Aeternum art dataset as paid tool calls. Agents connect via Streamable HTTP and pay per call with x402 USDC micropayments on Base L2 — no API keys, no accounts, no sign-up.

codex-curator/studiomcphub

ArcKnowledge (Custom RAG)

by dragonjump

Bridges AI systems to custom knowledge base APIs for retrieval-augmented generation across multiple text and image sources with configurable authentication and processing capabilities.

dragonjump/mcp-arcknowledge

AI Ops MCP

by csoai-org

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

CSOAI-ORG/ai-ops-mcp

MCP Camera Tool

by danson-dan

Enables AI assistants to access and control network cameras to capture images and perform analysis including brightness detection, color distribution, and edge detection.

Danson-dan/mcp_camera

ossec-mcp

by president-xd

MCP server that exposes OSSEC HIDS security monitoring capabilities as tools, resources, and prompts for AI assistants.

president-xd/ossec-mcp

text-stats-ai-mcp

by csoai-org

Provides text analysis tools including word counting, reading time estimation, keyword density analysis, and sentiment scoring.

CSOAI-ORG/text-stats-ai-mcp

Ashby MCP Server

by plenishai

Connects Claude to the Ashby ATS to manage the hiring pipeline through natural conversation. It enables users to browse jobs, manage candidate profiles, track applications, and coordinate interview stages.

PlenishAI/mcp-ashby

Marka Patent MCP

by saidsurucu

Enables LLMs to search and retrieve detailed information from the Turkish Patent and Trademark Office (TÜRKPATENT) database for trademarks, patents, and industrial designs. It provides comprehensive intellectual property research tools through the Model Context Protocol.

saidsurucu/markapatent-mcp

Ollama MCP Example Server

by kirillsaidov

A simple MCP server that exposes stock price lookup tools, demonstrating how to set up MCP from scratch with Ollama.

kirillsaidov/ollama-mcp-example

peterkolbe/ableton-for-ai

by peterkolbe

MCP server that bridges Ableton Live with AI models, enabling real-time project inspection and control such as track overview, device parameters, and audio analysis.

peterkolbe/ableton-for-ai

Claud Coin ($CLAUD)

by seanivore

$$CLAUDE Decentralized AI-Dev Ecosystem

seanivore/claud-coin

MCP Google Tools Server

by artoxem

A full-featured Model Context Protocol server that gives AI assistants real-time access to Google Workspace services including Drive, Gmail, Calendar, Sheets, Docs, and Apps Script.

Artoxem/yet-another-google-mcp