The MCP Trust Index.

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

Roblox MCP Server

by h053698

Enables real-time friend presence tracking and seamless game joining in Roblox.

h053698/roblox-mcp-server

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

monarch-mcp2

by erikrubstein

Unofficial MCP server for Monarch Money that exposes tools for managing accounts, transactions, budgets, and other financial data through natural language.

erikrubstein/monarch-mcp2

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

Markitdown Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Markitdown's tools and services through a unified API, compatible with MCP-compliant services.

universal-mcp/markitdown

Terminal Controller MCP Server

by iflow-mcp

Enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.

iflow-mcp/gongrzhe-terminal-controller-mcp

mcp-copilotcli-history

by micromichaelie

Enables searching and analyzing GitHub Copilot's conversation history stored locally, providing tools for full-text search, session listing, statistics, and file-based retrieval.

MicroMichaelIE/mcp-copilotcli-history

MCP Stock Tracker

by dosinga

Provides real-time stock price tracking with an interactive dashboard, fetching data via Alpha Vantage API.

DOsinga/mcp_app_stocks

dowse

by ltspace

Windows-native full-disk search: file names, document contents, and text inside screenshots. Acrylic command palette on Alt+`. Rust · tantivy · Tauri. 本地全盘搜索：文件名、文档内容、截图文字。

ltspace/dowse

stack-overflow-mcp-light

by midodimori

MCP server for searching Stack Overflow questions and retrieving answers with body content, supporting advanced filters and multiple transport types.

midodimori/stack-overflow-mcp-light

xrm-mcp

by jukkan

A minimal MCP server that gives AI coding agents clean read and write access to Microsoft Dataverse environments via the Dataverse Web API v9.2. It works as a drop-in alternative to Microsoft's own MCP server, without requiring Copilot Credits or managed environments.

jukkan/xrm-mcp

freeplay-mcp

by freeplayai

Enables AI agents to interact with Freeplay, an ops platform for AI engineering teams, to analyze production logs, identify quality issues, iterate on prompts and agents using real data, and run experiments before deploying.

freeplayai/freeplay-mcp

Pinion

by namojo

AI-powered characterization test generator that reads Python functions or class methods, synthesizes inputs, captures behavior in a sandbox, and emits pytest files to lock legacy code behavior for safe refactoring.

namojo/pinion

Similar Words MCP Server

by bach-ai-tools

An MCP server that provides access to the Similar Words API, allowing users to search for and retrieve semantically related words. It enables language-based applications to query word similarities and relationships through a standardized interface.

BACH-AI-Tools/bachai-similar-words

Win:Computer Use

by jnx03

MCP server that gives Claude human-like control of a Windows PC with its own virtual cursor, an emergency stop, and a manager UI.

JNX03/WindownComputerUse

Log Analyzer MCP Server

by suriya-ml

An MCP server for intelligent log analysis providing semantic search, error pattern clustering, and smart error detection. It enables users to process, vectorize, and query local logs to efficiently identify issues and generate AI-powered summaries.

suriya-ML/log-checker-mcp

DocketBird MCP Server

by justlyai

Enables searching and downloading court documents, listing cases, and retrieving case details via the DocketBird API. It supports secure OAuth 2.0 authentication for remote access and a standard local mode for personal use.

JustlyAI/docketbird-mcp

Ansys MCP Server

by knewnothing-git

Enables AI assistants to interact with Ansys simulation software (Fluent, MAPDL, Mechanical, Geometry) through the Model Context Protocol.

knewnothing-git/ansys-mcp-server

mcp-markdown-to-docx

by baptiste4321

Enables AI agents to convert Markdown into styled Word (.docx) documents, with control over fonts, colors, and layout via parameters.

Baptiste4321/mcp-markdown-to-docx

leakguard-mcp

by doazvjettu

Static-analyzes Python code for lookahead bias and data leakage, preventing invalid backtests in time-series ML.

doazvjettu/leakguard-mcp

DB Schenker Shipment Information MCP Server

by vvikingsson

Enables users to retrieve and structure shipment tracking information from DB Schenker's website using natural language queries.

VVikingsson/mcp-server

mcp-license-header-guardian

by curtis-d-williams

A deterministic, read-only MCP server that enforces license headers in tracked Python files without requiring network access or repository mutations. It provides a specialized tool to verify license compliance through standardized, network-free analysis.

curtis-d-williams/mcp-license-header-guardian

Contract Review AI MCP

by csoai-org

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

CSOAI-ORG/contract-review-ai-mcp

FGCLIP-MCP

by 360cvgroup

MCP server for FG-CLIP embedding services enabling multi-modal similarity computation for text and images.

360CVGroup/FGCLIP-MCP

zte-f680-mcp

by picaresco

MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversational control of NAT/port forwarding and reading WiFi, DHCP, DMZ, WAN, and device status from MCP-compatible clients.

Picaresco/MCP-ZTE-F680

one-mcp

by freakynit

A lightweight MCP server that enables intelligent tool management and semantic search for APIs using sentence-transformers. It supports both REST and MCP interfaces across dual transport modes, allowing users to upload, manage, and query API tools with natural language.

freakynit/one-mcp

slide-deck-mcp

by 4hum-ai

Enables creating and managing AI-powered slide decks on deck.4hum.ai with tools to save, update, generate images, and list decks.

4hum-ai/slide-deck-skill

mcpserve

by mark-oori

Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker

mark-oori/mcpserve

metube-mcp

by junglem0nkey

An MCP server that enables users to control a MeTube instance for managing yt-dlp video and audio downloads through AI assistants. It supports operations like queuing URLs, listing active downloads, and managing authentication cookies.

JungleM0nkey/metube-mcp

Librarian MCP

by liana-banyan

A Model Context Protocol server providing pre-curated canonical memory, prose/code provenance checking, and benchmark metrics to improve accuracy and reduce costs across AI tools.

liana-banyan/librarian-mcp

agentpassport

by cognis-digital

Cryptographically verifiable, scope-narrowing delegation chains for AI agents, enabling human-anchored authorization across multiple hops.

cognis-digital/agentpassport