The MCP Trust Index.

CFAST MCP

by bewygs

Enables LLMs to build, inspect, run, and analyze CFAST fire models step by step via tools for compartments, materials, vents, fires, devices, and surface connections, with simulation and result summaries.

bewygs/cfast-mcp

flstudio-mcp

by rosasynthesiz

AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (Mix Doctor diagnosis, gain staging, EQ/compression/reverb, reference matching), routing, and composition through Claude and any MCP client. 67 tools. Windows.

rosasynthesiz/flstudio-mcp

htb-mcp

by cativist

Enables assistants to interact with Hack The Box by wrapping HTB API operations as MCP tools for querying and operating HTB resources.

cativist/htb-mcp

Ghostfolio MCP Server

by mhajder

Provides programmable access to Ghostfolio portfolio management and financial data, enabling querying, analysis, and management of investment portfolios through a Model Context Protocol server.

mhajder/ghostfolio-mcp

ZIM RAG MCP Server

by gglessner

Enables interaction with .zim archives by providing tools for article search, content retrieval, and metadata discovery. It features a TF-IDF based RAG engine for semantic retrieval over extracted article chunks from compressed ZIM files.

gglessner/ZIM-MCP

mcp-working-context-optimizer

by globalpocket

Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling action histories into concise summaries while maintaining a clear core objective.

globalpocket/mcp-working-context-optimizer

ca-leginfo-mcp

by nomindnick

MCP server for California statutes and legislation, enabling verification of current statutory text, tracking pending bills that would amend or repeal sections, and retrieving legislative history from 1993 onward using official legislative bulk data.

nomindnick/ca-leginfo-mcp

Dev Guru

by chameleonbr

An AI-powered code consultation server that routes programming queries to specific AI models based on requested expertise levels. It enables users to receive structured feedback on debugging, architectural decisions, and code reviews from Gemini, Claude, or GPT.

chameleonbr/dev-guru

Test MCP Feb 5 MCP Server

by traia-io

An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agents to interact with its endpoints through standardized tools. It supports seamless AI integration via the Model Context Protocol and is designed for easy deployment using Docker or Google Cloud Run.

Traia-IO/test-mcp-feb-5-mcp-server

sourcegraph-mcp

by dalebrubaker

MCP server for searching code via SourceGraph's GraphQL API, enabling fast symbol and text search across local or cloud SourceGraph instances.

dalebrubaker/sourcegraph-mcp

vle-mcp

by miguelju

This MCP server enables AI clients to calculate the boiling temperature of water at a given absolute pressure using the IAPWS-IF97 standard, separating natural-language reasoning from authoritative scientific computation.

miguelju/vle-mcp

LocalTools MCP

by parham125

A stdio MCP server for Claude Desktop that provides an interactive media player, a local command runner, and file read/write/edit tools.

Parham125/local-tools-mcp

kakuyomu-mcp

by 106-

小説投稿サイト「カクヨム」のコンテンツを読み込むためのMCP（Model Context Protocol）サーバーです。

106-/kakuyomu-mcp

loc-mcp

by nestordemeure

MCP server for searching and retrieving full-text pages from the Library of Congress, including newspapers, books, and manuscripts, via the loc.gov API.

nestordemeure/loc-mcp

clipboard-mcp

by gabiteodoru

A simple MCP server that allows AI assistants to read from and write to the system clipboard.

gabiteodoru/clipboard-mcp

kelly

by theorange7

A local MCP server for CalDAV that gives Claude read access to your calendar, enabling planning, conflict checking, and schedule summaries.

theorange7/kelly-kalendar

equity-desk

by maxrotemberg04-spec

Enables AI agents to perform grounded equity research by analyzing tickers from SEC filings and market data, producing citation-guarded memos with pre-computed fundamentals.

maxrotemberg04-spec/equity-desk

tokentoll

by jwrede

Scan codebases for LLM API calls and estimate monthly costs. Compare costs between git refs to catch cost regressions during code review.

Jwrede/tokentoll

ML Research MCP

by nishide-dev

Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.

nishide-dev/ml-research-mcp

oG-Memory RAG MCP

by poivronmax

A thin MCP client that provides a search_kb tool for querying a remote oG-Memory knowledge base, enabling any agent to retrieve relevant information without local setup.

PoivronMax/oG-Memory-RAG

Vanna AI MCP Server

by lilgreml1n

An MCP server that allows AI assistants to query databases using natural language by leveraging Vanna AI. It supports secure SSH tunneling, model training on database schemas, and persistent storage of SQL patterns via ChromaDB.

lilgreml1n/vanna-mcp

taiwan-law-mcp

by wasonisgood

一个优化过的台湾法规查询MCP服务器，提供高效的法规搜索、条文查询和关键字搜索功能，支持摘要模式减少token消耗。

wasonisgood/legel-mcp

Sentinel MCP Server

by pranjal-lnct

Sentinel is an enterprise-grade security server that integrates tools like Semgrep, Trivy, and Gitleaks via Docker to perform automated vulnerability scanning and compliance checks. It enables users to conduct static analysis, secret detection, and AI-powered threat modeling directly through Model Context Protocol-compatible IDEs.

pranjal-lnct/Scurity-MCP-Server

Jira MCP Server

by galkinv

Enables Jira issue management through natural language, including viewing, searching, creating, updating, and transitioning tasks via JQL and API operations.

GalkinV/jira-mcp-claude

ICON MCP v104 MCP Server

by traia-io

Enables AI agents and LLMs to interact with the ICON MCP v104 API through standardized tools. The server is built on FastMCP for efficient async handling and includes Docker support for easy deployment.

Traia-IO/icon-mcp-v104-mcp-server

credit-risk-intelligence-mcp

by alessandro-donnini

MCP server that exposes the credit scoring model's deterministic tools (probability of default, SHAP explanations, typicality check, financial ratios) to AI agents, enabling natural language credit risk assessment.

Alessandro-Donnini/credit-risk-intelligence-system

OracleForge MCP

by maxiaworld

MCP server providing real-time crypto price feeds from Pyth Network, Chainlink, and Uniswap v3 10 tools for LLM agents and AI workflows.

MAXIAWORLD/oracleforge

rmbr

by srock44

Embedded memory and retrieval engine for AI agents, providing local-first memory with MCP support for multi-agent access control.

SRock44/rmbr

Model-Context-Unlimited

by sidhantu123

The official Python SDK for Model Context Protocol servers and clients

sidhantu123/Model-Context-Unlimited

igloo-mcp

by redhat-community-ai-tools

MCP server for searching and retrieving content from Igloo digital workplace instances. Enables AI assistants to search, fetch pages as Markdown, and look up member profiles via the Igloo API.

redhat-community-ai-tools/igloo-mcp

Google Sheets MCP Server

by shakhin85

MCP server for Google Sheets integration that enables AI assistants to read, write, and manage Google Spreadsheets.

shakhin85/google-sheets-mcp-server

GoHighLevel MCP Server

by basicmachines-co

Enables AI assistants to manage GoHighLevel CRM data including contacts, conversations, opportunities, calendars, and forms through MCP tools and resources.

basicmachines-co/open-ghl-mcp

Pixel Art MCP

by uncagedspirit

An MCP server that generates pixel-art PNGs from text prompts, using a free image backend, and saves them directly to your project directory.

uncagedspirit/pixel-art-mcp

ArXiv Search

by hassenhamdi

Simple CLI tool and MCP server for searching arXiv papers via ArXiv Xplorer API.

hassenhamdi/arxiv-xplorer-mcp

Pharos Sentinel

by mattcrypted

Evaluates on-chain risk for Pharos agents before executing transactions, providing verdicts (safe/caution/dangerous) and risk-bounded execution plans via Foundry cast reads.

mattcrypted/pharos-sentinel

bag-health-mcp

by malkreide

MCP server for the Swiss Federal Office of Public Health Infectious Disease Dashboard, providing access to epidemiological surveillance data for 51 pathogens across Switzerland, including influenza, COVID-19, measles, and wastewater surveillance.

malkreide/bag-health-mcp

holded-mcp-server

by gandrex87

Integrates with Holded API to manage documents (list, get, PDF, create) through n8n workflows using Docker MCP Gateway.

Gandrex87/holded-mcp-server

weibo-hot-search-mcp-server

by bossdong955

MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Streamable HTTP.

bossdong955/mcp-server-example

Confluence MCP Server

by hamza-xp

Enables MCP-compatible clients to search, read, and manage Confluence Cloud pages, including publishing and updating documentation from Markdown, with support for folders and secure API token storage.

Hamza-XP/confluence-mcp-server

viral-video-blueprint

by loveld322

Enables analyzing a Douyin, Xiaohongshu, or Bilibili video link to generate a reusable editing blueprint with shot, caption, speech, rhythm, and visual analysis.

loveld322/viral-video-blueprint

OpManager MCP Server

by sachdev27

Enables AI assistants to interact with ManageEngine OpManager for network monitoring and IT operations management. Provides credential-less access to 85+ API endpoints for managing devices, alarms, discovery, dashboards, and reports through natural language.

sachdev27/opmanager-mcp-server

ai-credits-mcp

by ademers-tricentis

MCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat service, automatically scoped to the calling tenant and restricted to admin users.

ADemers-tricentis/ai-credits-mcp

Logistics AI MCP

by csoai-org

Provides supply chain and shipping tools including shipment tracking, route optimization, warehouse inventory management, delivery ETA estimation, and customs documentation. Enables logistics operations through natural language interactions with Claude.

CSOAI-ORG/logistics-ai-mcp

Plaud MCP

by humanly-labs

Bring your Plaud Note recordings into Claude Desktop. Search meetings, pull transcripts, and ask Claude about your notes — directly from chat.

Humanly-Labs/plaud-mcp

ZWCAD-MCP

by dalingo81

Enables AI clients to drive ZWCAD drawing, modification, query, and plotting via natural language.

dalingo81/ZWCAD-MCP

postgres-mcp

by rachelhuangzw

Exposes PostgreSQL query execution, EXPLAIN, and schema inspection tools to MCP-compatible clients like Claude Desktop.

RachelHuangZW/postgres-mcp

mcp-deep-research

by pb-207

An mcp server designed for local-deployed deep research.

Pb-207/mcp-deep-research