The MCP Trust Index.

Prometheus

by brenoepics

Connects to Prometheus monitoring systems for instant and range queries, metric discovery, and metadata retrieval with built-in retries, caching, and rate limiting for DevOps workflows and system troubleshooting.

brenoepics/prometheus-mcp

OpsLevel MCP Server

by opslevel

Model Context Protocol (MCP) server for OpsLevel

OpsLevel/opslevel-mcp

largefile

by peteretelej

Navigate, search, and edit large codebases, logs, and data files that exceed AI context limits.

peteretelej/largefile

mcp-proxmox

by antonio-mello-ai

MCP server for managing Proxmox VE clusters — provision VMs and containers, manage snapshots and backups, execute commands, browse storage, and monitor resources through natural language

antonio-mello-ai/mcp-proxmox

misata-mcp

by rasinmuhammed

Generate realistic multi-table synthetic datasets from plain English. Supports 18 industry domains, narrative growth curves (Black Friday, Q4 spike, 10x MRR), and 15 locale packs. Works with Claude Desktop, Cursor, Windsurf, Zed, and Continue.

rasinmuhammed/misata

memex

by stifler7

memex is a developer context-continuity MCP server — it watches your git repos and builds a temporal knowledge graph (modules, symbols, decisions, open problems) via Graphiti + Neo4j, then serves it to any AI coding agent over MCP. Every edge carries a validity window and a confidence score that decays over time. 12 tools across read and write. Install via npx -y stifler-memex-mcp. MIT licensed.

STiFLeR7/memex

NeuroStack

by raphasouthall

A local-first CLI and MCP server that helps you build and search a personal knowledge vault from Markdown notes, with semantic search and AI-powered features like stale note detection and session memory harvesting. It’s provider-agnostic, requires no GPU in its default mode, and exposes your vault as long-term memory to any MCP-compatible AI tool like Claude Code.

raphasouthall/neurostack

reddit-skills

by 1146345502

Reddit automation for AI agents — browse feeds, search posts, comment, vote, and publish using a Chrome extension bridge. Python CLI with JSON output, no API keys needed.

1146345502/reddit-skills

MCP Server for TheHive

by gbrigandi

MCP Server for TheHive

gbrigandi/mcp-server-thehive

Open Stocks MCP

by open-agent-tools

An MCP server providing stock market data and trading capabilities through multiple broker APIs including Robinhood and Schwab.

Open-Agent-Tools/open-stocks-mcp

pdf-mcp

by jztan

A Model Context Protocol server that enables AI agents to read, search, and extract content from PDF files.

jztan/pdf-mcp

mcp-snowflake

by yuly3

A Model Context Protocol server that connects to Snowflake databases and executes SQL queries. It provides tools to list databases, schemas, tables, describe tables, execute read-only queries, sample data, analyze table statistics, profile semi-structured columns, and search columns.

yuly3/mcp-snowflake

hasmcp-ce

by hasmcp

HasMCP Community Edition

hasmcp/hasmcp-ce

ai-code-interface.el

by tninja

Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Code, Gemini CLI, Opencode, and more

tninja/ai-code-interface.el

Trading212 MCP Server

by lukeplausin

A Model Context Protocol (MCP) connector tool for interfacing agentic AI with the Trading212 broker

lukeplausin/mcp-server-trading212

UK Legal Research MCP Server

by paulieb89

Provides comprehensive tools for searching UK case law, legislation, parliamentary Hansard debates, and HMRC tax guidance. It features a specialized OSCOLA citation parser to extract and resolve legal references directly from text.

paulieb89/uk-legal-mcp

a2a-demos

by capiscio

Demo agents showcasing CapiscIO Agent Guard and MCP Guard — trust badges, identity verification, and tool-level authorization for A2A and MCP protocols

capiscio/a2a-demos

GDB MCP Server

by smadi0x86

An MCP server for GDB debugging.

smadi0x86/GDB-MCP

Robust Long-Term Memory MCP

by rotoslider

A persistent, human-like memory system for AI companions in LM Studio, using SQLite and ChromaDB for hybrid storage, enabling seamless recall across sessions and models.

Rotoslider/long-term-memory-mcp

mac-cua

by hyprcat

An open-source MCP server for macOS that lets AI control desktop apps in the background without moving the cursor or stealing focus.

hyprcat/mac-cua

MCP SAP GUI Server

by kts982

An MCP server that enables AI assistants to interact with SAP GUI for Windows through the SAP GUI Scripting API.

kts982/mcp-sap-gui

Aurai Advisor (上级顾问 MCP)

by lzmw

An MCP server that enables local AI models to receive guidance from remote 'senior' AI providers like OpenAI, Anthropic, and Gemini to solve programming problems. It features intelligent multi-turn dialogue management, context synchronization, and automated session history tracking.

LZMW/mcp-aurai-server

MCP Context Server

by alex-feel

Enables persistent multimodal context storage for LLM agents with thread-based scoping, metadata filtering, and hybrid search capabilities.

alex-feel/mcp-context-server

Image Gen MCP Server

by simonchoi034

A multi-provider MCP server that enables AI agents to generate and edit images across OpenAI, Google Gemini, Azure, Vertex, and OpenRouter with a unified API.

simonChoi034/image-gen-mcp

mcp-codebase-index

by mikerecognex

A structural codebase indexer that exposes 18 tools via the Model Context Protocol for AI-assisted code navigation, enabling efficient querying of functions, classes, dependencies, and call chains without reading entire files.

MikeRecognex/mcp-codebase-index

powerbi-mcp

by sulaiman013

MCP server for natural language interaction with Power BI datasets

sulaiman013/powerbi-mcp

PromptQL MCP Server

by hasura

Model Context Protocol (MCP) server for Hasura PromptQL

hasura/promptql-mcp

mcp-autogui-multinode

by stonehill-2345

An MCP and HTTP server wrapper for PyAutoGUI that enables LLMs to control mouse and keyboard operations across local or remote distributed environments. It provides comprehensive tools for screen interaction, including clicking, typing, and capturing screenshots.

stonehill-2345/mcp-autogui-multinode

OSV MCP Server

by stackloklabs

An MCP server for OSV

StacklokLabs/osv-mcp

interactive-process-mcp

by userb1ank

MCP server for managing interactive processes, enabling AI agents to start, interact with, and terminate long-running programs like SSH sessions, REPLs, and installers via read/write operations.

UserB1ank/interactive-process-mcp

AWS CLI

by alexei-led

Provides a lightweight bridge to AWS CLI, enabling command documentation retrieval and execution with Unix pipe support using existing AWS credentials on the host machine.

alexei-led/aws-mcp-server

Smriti Mcp

by tejzpr

Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph database), it uses EcphoryRAG-inspired multi-stage retrieval - combining cue extraction, graph traversal, vector similarity, and multi-hop association - to deliver human-like memory recall.

tejzpr/Smriti-MCP

MCP Server for NPM Package Info

by snyk-labs

An MCP server for NPM JavaScript Package Management tools

snyk-labs/mcp-server-npm

GDB MCP Server

by smadi0x86

Enables LLM clients to interact with the GNU Debugger (GDB) for comprehensive debugging and binary analysis. It provides a wide range of tools for program execution control, memory examination, stack analysis, and disassembly.

smadi0x86/MDB-MCP

Lingxi

by adrian803

Autonomous penetration testing framework with MCP tool bridges for Kali Linux container management and CTF workflows.

adrian803/lingxi

Fatture in Cloud

by aringad

Integrates with Fatture in Cloud to manage Italian electronic invoicing workflows including invoice creation, client data management, payment tracking, and automated compliance with Italy's SDI tax system.

aringad/fattureincloud-mcp

varrd

by augiemazza

AI-powered trading research platform. Test any idea on stocks, futures, and crypto with event studies, backtesting, and statistical validation. MCP server with 8 tools. pip install varrd.

augiemazza/varrd

mcp-aoai-web-browsing

by kimtth

A minimal Model Context Protocol 🖥️ server/client🧑‍💻with OpenAI and 🌐 web browser control via Playwright.

kimtth/mcp-aoai-web-browsing

gnomAD MCP Server

by koido

Provides a programmatic interface to the Genome Aggregation Database (gnomAD) API across versions v2.1.1, v3.1.2, and v4.1.0. It enables users to query gene metadata, variant information, population frequencies, and ClinVar data through a unified schema.

koido/gnomad-mcp

MoneyChoice

by prmail

The MoneyChoice MCP Server delivers institutional-grade economic forecasts powered by a proprietary quantum-inspired analytical framework that evaluates vast market state possibilities simultaneously rather than relying solely on historical price patterns. Since 2015, MoneyChoice Capital has maintained a documented 80%+ prediction accuracy rate through strict signal validation and full performance

prmail/moneychoice_mcp

darwin-agentic-cloud

by vje013

Verifiable and free cloud compute for AI agents. webMCP + MCP native. Check out our sandboxed Beta + research in the README

vje013/darwin-agentic-cloud

cross-validated-search

by wd041216-bit

Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time web search and deep page browsing via MCP or CLI. Zero-cost, privacy-first, supports DuckDuckGo, Bing, Google, Brave, Wikipedia, Arxiv, YouTube, Reddit and more.

wd041216-bit/zero-api-key-web-search

Microsoft Planner MCP Server

by aixolotl

An unofficial MCP server that connects AI assistants to Microsoft Planner, enabling natural language task management such as creating tasks, organizing plans, and managing buckets.

aixolotl/microsoft-planner-mcp

Relace MCP Server

by possible055

Enables AI-powered instant code merging at 10,000+ tokens/sec and agentic codebase search with natural language queries through the Relace API.

possible055/relace-mcp

Multi-MCP

by religa

A multi-model AI orchestration MCP server for automated code review and LLM-powered analysis, integrating with Claude Code and OpenCode to orchestrate multiple AI models for code quality checks, security analysis, and multi-agent consensus.

religa/multi_mcp

mcp-server-esignatures MCP server

by esignaturescom

MCP server for eSignatures (

esignaturescom/mcp-server-esignatures

Alibaba Cloud DMS

by aliyun

Integrates with Alibaba Cloud's Data Management Service (DMS) API to provide unified metadata access and cross-engine data querying across diverse database ecosystems

aliyun/alibabacloud-dms-mcp-server

CSVGlow

by ratnaditya-j

Turn any CSV into a stunning interactive dashboard with one command — works as CLI, MCP server, or AI skill

Ratnaditya-J/csvglow

MCP-OpenStack-Ops

by call518

A comprehensive MCP server providing OpenStack project management and monitoring capabilities with built-in safety controls and single-project scope.

call518/MCP-OpenStack-Ops

rmcp Server Kit

by andrico21

Production-grade Rust framework for building authenticated, observable MCP servers over Streamable HTTP.

andrico21/rmcp-server-kit