The MCP Trust Index.

alphaassay/mcp

by alphaassay

Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe, out-of-sample, leakage forensics — and returns signed pass/fail verdicts anyone can verify. Methodology audits, not investment advice.

alphaassay/mcp

2328 Wallet MCP Server

by 2328io

MCP server for managing a 2328 merchant account, providing tools for balances, exchange rates, invoices, static wallets, payouts, and conversions via natural language.

2328io/mcp

Markdown Notes MCP

by codemaestro78

Enables managing and searching markdown notes with semantic search, question answering, and note generation, and provides an MCP server for GitHub Copilot integration.

codeMaestro78/markdown-notes-mcp

Realty In Ca1 MCP Server

by bach-ai-tools

Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.

BACH-AI-Tools/bachai-realty-in-ca1

mcp-rag-server

by forifor

MCP RAG Server is a Python MCP server that indexes documents in multiple formats (Markdown, text, PowerPoint, PDF) using multilingual-e5-large embeddings and enables vector search for retrieval-augmented generation.

FORIFOR/mcp-rag-server

sharedoc-mcp

by augustusw

sharedoc-mcp is an MCP stdio server that lets AI agents publish, update, search, and revoke shareable Markdown documents as secret GitHub gists or self-hosted password-protected links with expiry, through eight MCP tools and a single interface.

AugustusW/sharedoc-mcp

M00N Report MCP

by m00nreport

Test management over MCP: author test cases, run manual executions with per-case results, cut releases, and link automated tests to the cases they cover. Works against the hosted M00N Report service or a self-hosted instance.

m00nreport/mcp-server

uni-kb

by admin-init

Enables parsing, indexing, and querying source code as structured knowledge, providing code exploration, spec generation, and migration tools via 20 MCP tools.

admin-init/uni-kb

Cubase MCP Server

by pixelhize

Enables headless control of Cubase via MIDI Remote API and virtual MIDI ports, supporting transport, track, and plugin parameter operations through 238 registered MCP tools.

PIXELHIZE/CubaseMCP

yamcp

by adamgalmor

Convert any OpenAPI spec into a secure MCP server with scoped auth, per-tool allow/deny policies, rate limiting, and a redacted audit trail.

adamgalmor/yamcp

Industrial MCP Agent Platform

by hoonapps

MCP server for integrating manufacturing systems (MES/ERP/quality/maintenance) with LLM agents, enabling event ingestion, incident triage, approval workflows, and RAG-based knowledge retrieval.

hoonapps/industrial-mcp-agent-platform

compliance-evidence-agent

by harsha-moparthy

An MCP server that automates the collection and verification of SOC 2 compliance evidence across multiple systems, detecting gaps and ensuring evidence is current, complete, and properly attested.

harsha-moparthy/compliance-evidence-agent

Front MCP Server

by wearehoust

Enables users to interact with Front (customer communication platform) from any MCP-compatible client, providing 26 tools for searching conversations, managing contacts, sending messages, tagging, assigning, and automating inbox workflows.

wearehoust/front-mcp

MCP Dev Network

by mcpnet-devmesh

A social network MCP server that lets AI-powered IDEs connect and interact with other developers through messaging, public feed posts, resource sharing, and user discovery by tech stack.

mcpnet-devmesh/mcp-dev-network

Docker Swarm MCP Server

by khaentertainment

A production-ready MCP server for Docker Swarm that provides full control over services, stacks, configs, and secrets with smart context preservation to reduce tool clutter.

KHAEntertainment/docker-swarm-mcp

Fpl Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Fpl's tools and services through a unified API.

universal-mcp/fpl

agent-skills

by soniccidr

Retrieval-only MCP server that turns any knowledge source (Obsidian vault, notes, reference sets) into searchable Qdrant-backed skills, exposing list_skills, search_vault, and search_skill tools for agents to query via stdio or SSE.

soniccidr/ragistry

ephemora-cell

by michaels1011

Ephemora Cell — The execution layer for untrusted AI-generated code. Fast, capability-based WASM execution with explicit CPU, memory, time, I/O, and filesystem limits.

MichaelS1011/ephemora-cell

Tdarr MCP

by hollanbm

A FastMCP server that exposes Tdarr's OpenAPI endpoints as MCP tools, enabling management and monitoring of Tdarr transcoding jobs.

hollanbm/tdarr-mcp

deja

by sandipandutta21

Record/replay for MCP that survives non-deterministic agent clients

sandipandutta21/deja

ms-365-admin-mcp-server

by okapi-ca

A Model Context Protocol server for Microsoft 365 administration using Graph API application permissions, enabling security monitoring, identity audits, incident response, and service health management.

okapi-ca/ms-365-admin-mcp-server

Salaah MCP

by yusufk

A service for calculating Islamic prayer times, Qiblah direction, and moon visibility using the islamic_times library.

yusufk/salaah-mcp

Lithuanian Data Protection MCP

by ansvar-systems

Query Lithuanian data protection regulations, decisions, and requirements from VDAI directly from MCP-compatible clients like Claude or Cursor.

Ansvar-Systems/lithuanian-data-protection-mcp

RAG_Langgraph_MCP_server

by beyondalgorithms2026-source

MCP server bridging the LangGraph RAG agent to the enterprise RAG backend (ask_grounded, search_documents, get_document_excerpt)

beyondalgorithms2026-source/RAG_Langgraph_MCP_server

google-mail-mcp

by universal-mcp

Provides a standardized interface for interacting with Google Mail tools and services through the Model Context Protocol, enabling email management via natural language.

universal-mcp/google-mail

absolutejs/mcp

by absolutejs

Enables serving a remote Model Context Protocol endpoint by exposing tools, prompts, and resources with customizable authorization and hooks, allowing AI models to interact with your application through a standardized JSON-RPC interface.

absolutejs/mcp

bucket-helper-mcp

by warith-harchaoui

Provides MCP tools for AWS S3 and S3-compatible storage, enabling file upload, download, listing, deletion, and temporary remote file staging via natural language.

warith-harchaoui/bucket-helper

noclick

by noclickapp

Build agents to automate any background task; works with your ChatGPT/Claude subscription.

noclickapp/noclick

project-context-mcp

by ericbrown

An MCP server that makes project documentation instantly accessible in Claude Code through @ mentions, allowing Claude to understand your codebase's conventions and architecture.

ericbrown/project-context-mcp

TokensAPI/tokens_DshBrowserUse_code

by tokensapi

Enables language models to control a real visible browser with a full set of 24 tools for navigation, clicking, form filling, screenshots, and reading page structure, while preserving login states and supporting configurable browser policies.

TokensAPI/tokens_DshBrowserUse_code

NVD MCP Server

by alig1493

MCP server for the NIST National Vulnerability Database — lets AI assistants search CVEs by keyword, severity, CPE, CWE, KEV status, and date range via natural language.

Alig1493/nvd-mcp-server

SmolAgents + MCP servers

by faustos88

AI assistant using the SmolAgents library that integrates with Brave Search and Crawl4ai Model Context Protocols (MCP) servers for web searches and scraping. Modular design allows easy addition of new MCP servers and tools.

FaustoS88/SmolAgents-MCPs

google-cli-mcp

by chrisnoronha

An MCP server that exposes 17 Google Workspace APIs (e.g., Gmail, Drive, Calendar) as auto-generated tools for AI assistants, enabling natural language control of Google services.

ChrisNoronha/google-cli-mcp

aicard

by cognis-digital

Enables AI agents to auto-generate NIST AI RMF and EU AI Act Annex IV compliant model and system cards via MCP.

cognis-digital/aicard

SlowMCP

by leeflannery

SlowMCP is a modern framework for building, testing, and shipping MCP servers, written in CoffeeScript. It includes a protocol-backed test harness and works over Streamable HTTP.

LeeFlannery/slowmcp

maltese-cybersecurity-mcp

by ansvar-systems

Enables querying Maltese cybersecurity regulations, decisions, and requirements from CSIRTMalta via MCP-compatible clients like Claude and Cursor.

Ansvar-Systems/maltese-cybersecurity-mcp

screen-mcp

by soulyamo

Captures screen, detects text regions, and runs OCR to return a compact JSON with text content, saving tokens compared to full screenshots.

soulyamo/screen-mcp

xianyu-shopping-assistant

by yrmdlg

A Codex plugin that enables users to search, compare, and get purchase recommendations for second-hand items on Xianyu through natural language, with features like caching, risk management, and detailed analysis.

YRMDLG/xianyu-shopping-assistant

Xanthe Incident Agent

by msradam

Enables Claude to drive a gated incident-response runbook that enforces step order and logs all actions via an XState machine.

msradam/xanthe-incident-agent

Mcp_3d_relief

by bigchx

This project provides a MCP server that converts 2D images into 3D relief models in STL format, suitable for 3D printing or rendering.

Bigchx/mcp_3d_relief

Media-infrastructure

by elestirelbilinc-sketch

Media Execution Control Layer for AI Agents. Reserve-execute-burn/refund pattern. FFmpeg post-processing (format conversion, audio normalization) Supports Flux2 Pro, Veo 3.1, Suno V5.

elestirelbilinc-sketch/vap-showcase

verifiable-memory

by mars-proj

Memory for AI agents that can't hallucinate — answers only from stored facts with a citation, or honestly abstains. Provable forgetting (GDPR), valid-time, Merkle proofs, deterministic. MCP server, CPU-only, zero dependencies.

Mars-proj/verifiable-memory

MCP stdio adapter

by jrderuiter

Expose a remote MCP server (HTTP) as a local stdio MCP server.

jrderuiter/mcp-stdio-adapter

diffusers-workflow

by dkackman

MCP server, workflow wrapper and web app for Hugging Face diffusers

dkackman/diffusers-workflow

minecraft-admin-mcp

by chius-me

A lightweight, self-hosted MCP server that provides a small set of administration tools for a single Minecraft Java Edition server, including whitelist management, broadcasting, kicking, backups, and monitoring, with secure RCON-based operations and audit logging.

chius-me/minecraft-admin-mcp

ROI Agent MCP Server

by rogan297

Enables users to ask questions in Portuguese about marketing metrics (ROI, CAC, LTV, pipeline, channel attribution) by querying a marketing data warehouse through MCP tools.

rogan297/roi-agent-mcp

Aircall MCP Server

by cassiaresearch

MCP server providing 83 tools to manage Aircall calls, transcriptions, AI insights, contacts, SMS, users, teams, and more via the Aircall Public API, compatible with Claude Desktop and other MCP clients.

CassiaResearch/aircall-mcp-server