The MCP Trust Index.

Home Assistant (Achetronic)

by achetronic

Bridges Home Assistant smart home systems with tools for device control, automation management, system monitoring, and troubleshooting through local and remote connections with OAuth authentication and container deployment.

achetronic/hass-mcp

Competitor Monitor AI MCP

by csoai-org

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

CSOAI-ORG/competitor-monitor-ai-mcp

aiops-mcp

by rmednitzer

A self-contained, security-first, EU-sovereign unified AI-operations MCP server that fuses a live bitemporal fleet model, a drift engine, and a tiered audited actuator into one control plane.

rmednitzer/aiops-mcp

Databricks Documentation MCP Server

by yang0733

Enables AI assistants to search and explore Databricks AWS documentation through semantic search and 10 MCP tools.

yang0733/databricks-docs-mcp

Jira MCP Server

by positronic-ai

A clean, reliable Model Context Protocol server for Jira integration, enabling issue management, search, and more via natural language.

Positronic-AI/jira-mcp

MCP Server for Personal Mailer

by alvinhon

An example rust-based MCP server for sending emails.

AlvinHon/rmcp-mailer

feishu-mcp-server

by lm203688

Enables AI to read Feishu documents, send messages, and manage calendars with a focus on Chinese users and security.

lm203688/feishu-mcp-server

Aseprite MCP

by malloythedev

An MCP server that lets AI agents create and edit Aseprite sprites headlessly, enabling pixel art, animation, and export via 98 tools.

MalloyTheDev/aseprite-mcp

mcp-fattura-elettronica-it

by cmendezs

Model Context Protocol (MCP) server for Italian Electronic Invoicing (FatturaPA / SDI). Provide tools to validate, generate, and explore API specifications for Sistema di Interscambio (SDI) interoperability.

cmendezs/mcp-fattura-elettronica-it

beebjit-mcp

by acscpt

Lets an AI application instantiate, connect to, drive, capture output from, and interrogate a real BBC Micro emulator.

acscpt/beebjit-mcp

Agent Evidence MCP

by xiexie-qiuligao

A local evidence recorder that captures screenshots, recordings, notes, and summaries during long-running agent tasks, enabling reviewable task records with timelines and artifacts.

xiexie-qiuligao/agent-evidence-mcp

vibetrader-mcp

by etbars

Enables AI assistants to trade stocks directly through natural language by creating and managing bots, executing trades, accessing market data, and backtesting strategies.

etbars/vibetrader-mcp

Protocol-SIFT-Async-Bridge

by mwarsss

A production-grade, type-safe MCP server for memory forensics via Volatility 3, enabling LLM-assisted incident response without timeouts or evidence spoliation.

mwarsss/Protocol-SIFT-Async-Bridge

CovAiLent

by mod26y

An MCP server for chemistry-focused tools, enabling LLM agents to perform molecule parsing, format conversion, property lookup, and other chemistry operations with explainable responses.

Mod26y/CovAiLent

re-mitm2swagger

by heretek-re

MCP server for REST API reverse engineering from HTTP traffic captures, wrapping mitmproxy for live capture and mitmproxy2swagger for spec derivation.

Heretek-RE/re-mitm2swagger

PLUMED2 MCP Server

by iflow-mcp

Enables AI assistants to generate, validate, and optimize PLUMED input files for molecular dynamics simulations using a set of MCP tools.

iflow-mcp/phelanshao-plumed2-mcp-server

max-mcp

by bistin

An MCP server for the MAX Exchange (MaiCoin) V3 REST API, enabling market data queries, account history reads, and optional trading operations through MCP tools.

bistin/max-mcp-server

mcp-odoo-jsonrpc

by daniilpet

MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC protocol. Supports restricted and full trust modes for secure AI assistant access.

daniilpet/mcp-odoo-jsonrpc

Weather MCP Server

by corinnnnnn

Real-time weather query MCP server for Chinese cities and global cities using wttr.in API.

Corinnnnnn/weather-mcp-server

Sure MCP Server

by robcerda

Integrates the Sure self-hosted personal finance platform with Claude Desktop, enabling account management, transaction operations, category viewing, and AI chat via natural language.

robcerda/sure-mcp-server

CLI Builder AI MCP

by csoai-org

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

CSOAI-ORG/cli-builder-ai-mcp

AgentDank:

by agentdank

Model Context Procotol (MCP) server with tools for Cannabis Datasets.

AgentDank/dank-mcp

MCP Academic Editor

by drquandary

A sophisticated academic manuscript revision system that provides surgical, line-anchored editing tools through MCP, designed for precise manuscript revisions while maintaining word count and semantic integrity.

drquandary/mcp-academic-editor

lighter-mcp

by iamgoatedaf

A portable MCP server that exposes Lighter trading to any MCP-capable agent with safety-first features like mode-based gating, two-step confirmations, and audit logging.

iamgoatedaf/lighter-mcp

ReceiptsAPI MCP Server

by mail2vimal11-arch

Parse Receipts

mail2vimal11-arch/receiptsapi-mcp

MCP Tool Hub

by ljzloser

A desktop management platform for plugin management, log querying, service control, and packaging/deployment, with an MCP protocol bridge for AI clients.

ljzloser/mcp_tools

KumoRFM MCP Server

by kumo-ai

Enables AI assistants to query KumoRFM for predictive analytics on relational data, including graph management, natural language to PQL conversion, and training-free predictions.

kumo-ai/kumo-rfm-mcp

xhs-mcp

by francosbaffi

Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote) using Playwright browser automation. It supports title, body, and image uploads while maintaining persistent login sessions for seamless automated posting.

FrancoSbaffi/xhs-mcp

go-mcp

by ktr0731

deprecated: use the official MCP sdk! (https://github.com/modelcontextprotocol/go-sdk) / ⚡ A type-safe, intuitive Go SDK for building MCP servers with ease and confidence

ktr0731/go-mcp

Black-Litterman Portfolio Optimization MCP Server

by irresi

Enables AI agents to perform Black-Litterman portfolio optimization with investor views, backtesting, and asset analysis, generating dashboards for visualization.

irresi/bl-view-mcp

Docker MCP

by isak-landin

Enables remote Docker management over SSH via a local MCP server, providing tools to manage containers, images, Compose, and system resources.

Isak-Landin/mcp-docker-engine

Estate Atlas SD-MCP

by estate-atlas

MCP server for querying the San Diego Municipal Code, bulletins, permits, parcels, and zoning data with citations and freshness guarantees.

estate-atlas/sandiego-mcp

AllTrails MCP Client

by dbrown540

Enables searching hiking trails from AllTrails.com via MCP, with smart caching to avoid rate limiting.

dbrown540/alltrails-mcp-client

Polymarket BTC Backtester MCP Server

by xin10ylop

Enables backtesting of limit-order strategies on Polymarket's BTC 5-minute markets using historical data, with tools to browse markets, get price series, and run simulations.

xin10ylop/polymarket-backtest-mcp

mcp-hashlib

by daedalus

Enables LLMs to compute cryptographic hashes and perform key derivation functions using Python's hashlib library.

daedalus/mcp-hashlib

MCP Atlassian

by lklkxcxc

Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira). Supports both Cloud and Server/Data Center deployments.

lklkxcxc/mcp-atlassian

NyxToolsDev/dicom-hl7-mcp-server

by nyxtoolsdev

Built by a healthcare IT engineer with 19 years of PACS/RIS/integration experience. Bridges DICOM, HL7v2, and FHIR — maps between standards, decodes vendor private tags (GE, Siemens, Philips), generates Mirth Connect channels, and explains integration patterns. 12 tools covering tag lookup, message parsing, cross-standard mapping, and channel generation.

NyxToolsDev/dicom-hl7-mcp-server

secop-mcp-server

by juandavidsernav

An MCP server to query Colombian public procurement data from SECOP I and II in real time, enabling contract research, transparency oversight, and data journalism.

juandavidsernav/secop-mcp-server

MCP Boilerplate

by anshajk

A boilerplate for deploying a remote MCP server on Google Cloud with authentication, enabling experimentation with MCP tools.

anshajk/mcp_boilerplate

Azure FinOps MCP Server

by julianobarbosa

Analyzes Azure cloud costs, audits for waste, and provides budget insights via natural language through a secure local MCP server.

julianobarbosa/azure-finops-mcp-server

open-sales-stack

by ekas-io

Collection of B2B sales intelligence MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad tracking, social profiles, financial reporting and more for AI-powered prospecting

ekas-io/open-sales-stack

OpenReview MCP server

by anyakors

Enables searching for users, fetching papers, and exporting research data from OpenReview conferences like ICML, ICLR, NeurIPS.

anyakors/openreview-mcp-server

ai-first-scraper-mcp

by yubinkim444

Ad-free web scraping and search exposed as 3 MCP tools. fetch_page, fetch_pages_batch, search_web. Works with Claude Desktop, Cursor, Cline.

yubinkim444/ai-first-scraper-mcp

AgentPay x402 — Crypto Data Tools for AI Agents

by romudille-bit

AgentPay — x402 crypto data gateway on Stellar. 10 live pay-per-call tools: token prices, whale activity, gas tracker, DeFi TVL, Fear & Greed, Dune queries, token security. Agents pay USDC on Stellar. No API keys. Budget-aware sessions.

romudille-bit/agentpay

agy-headless-bridge MCP server

by rhishi99

Enables calling Google's Antigravity CLI (agy) headlessly through MCP, providing tools like agy_ask and agy_research for agents like Claude Code.

rhishi99/agy-headless-bridge

Google Workspace MCP Server

by hgdeveloper13

Enables interaction with Google Sheets, Docs, and Drive to manage spreadsheets, documents, and files. It supports operations like reading and updating cell data, extracting text from documents, and searching or sharing files within Google Drive.

HgDeveloper13/kilocode-mcp-google-workspace

PlexMCP

by sandraschi

An MCP server for Plex Media Server that enables natural language interaction with your media library, including search, browse, and chat features via an optional web app.

sandraschi/plexmcp

AI Act Companion

by jkasteele

An MCP server that provides tools for deterministic EU AI Act risk classification and documentation generation, enabling human-in-the-loop AI system assessments inside Claude Code.

JKasteele/ai-act-companion

pdf-card-mcp

by velyan

Converts dense PDFs into soft, minimal, card-based HTML readers with preserved source text, rendered pages, and cropped tables/figures as images, all processed locally.

velyan/pdf-card-mcp

oci-mcp

by oreo-tech

Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools, resources and prompts.

Oreo-Tech/oci-mcp