The MCP Trust Index.

ssh-mcp-pro

by oaslananka

ssh-mcp-pro is a secure Model Context Protocol (MCP) server for SSH automation, enabling clients to open SSH sessions, run commands, manage files, transfer artifacts, create tunnels, and perform package/service operations under policy control.

oaslananka/ssh-mcp-pro

expression-atlas

by pipeworx-io

Enables querying the EBI Expression Atlas for gene expression data across species and conditions. Part of the Pipeworx gateway, it provides access to baseline and differential expression studies.

pipeworx-io/mcp-expression-atlas

MCP-ORTools

by mcp-reasoner

Enables Large Language Models to submit and solve constraint satisfaction and optimization problems using Google OR-Tools through JSON model specification.

MCP-Reasoner/MCP-Reasoner

Domain Checker MCP Server

by kanishka3000

Checks domain name availability using the WhoisJSON API, returning registration details for registered domains.

kanishka3000/domain-name-mcp

MCP Telegram Cloud

by kaka-sangi

Open source MCP server that connects a Telegram account to AI assistants over OAuth + QR login, enabling read-only and safe state-change operations.

kaka-sangi/mcp-telegram-cloud-deploy

rev-eng-cursor-regex-mcp

by blas0

Enables fast literal and regex search over local workspaces using a sparse n-gram index for candidate pruning, with deterministic verification against file contents.

blas0/rev-eng-cursor-regex-mcp

dazaffino/mcp-server-yubikey

by dazaffino

MCP server that exposes read-only YubiKey management tools (info, FIDO2, PIV, OpenPGP, OTP) to AI agents via the ykman CLI.

dazaffino/mcp-server-yubikey

climatiq-mcp-server

by jagan-shanmugam

A Model Context Protocol server that enables AI assistants to perform real-time carbon emissions calculations and provide climate impact insights by interfacing with the Climatiq API.

jagan-shanmugam/climatiq-mcp-server

onenote-mcp

by danosb

danosb/onenote-mcp

AgentBTC MCP Server

by bkblocksolutions-rgb

Enables AI agents to perform Bitcoin and Lightning Network payments using a non-custodial, zero-trust architecture. It provides 13 tools for wallet management, invoice creation, and payment processing while keeping node credentials local to the user's machine.

bkblocksolutions-rgb/agentbtc-mcp

MCPVault

by coburn2716

Search and evaluate MCP servers from your AI agent: quality grades, live verification status, install commands and client compatibility for 5,000+ servers.

coburn2716/mcpvault-mcp

unstuck-mcp

by samuelh98

Prevents coding agents from repeatedly attempting the same failed fix by tracking attempts and blocking further fixes until the agent uses its own web search tool.

SamuelH98/unstuck-mcp

TWSE OpenAPI MCP Server

by taux-io

Wraps Taiwan Stock Exchange OpenAPI into MCP tools for searching datasets, fetching stock data, and obtaining ETF snapshots, enabling AI models to access TWSE market information.

taux-io/twse-mcp

WorkoutGuide MCP

by amerhhh

Enables workout tracking and coaching within Claude conversations, managing exercise configs, logs, streaks, and health metrics via an MCP server with PostgreSQL.

amerhhh/Claude-Workout-Guide

byteplus-seedance-mcp

by skeetmtp

An MCP server that lets Claude Code generate videos using BytePlus ModelArk Dreamina Seedance 2.5, handling task submission, polling, and file downloads through plain language prompts.

skeetmtp/byteplus-seedance-mcp

mcp-ted-eu

by pipeworx-io

Retrieves Tenders Electronic Daily (EU public procurement) notices by publication number.

pipeworx-io/mcp-ted-eu

HL7toFHIR_rag_langchain_react

by jbogushefsky

Converts HL7 v2 messages to FHIR R4 resources via a four-agent LangChain/LangGraph pipeline powered by Claude, with a React UI, FastAPI SSE streaming backend, and an MCP server for Claude Code.

jbogushefsky/HL7toFHIR_rag_langchain_react

asset-aware-mcp

by u9401066

Enables AI agents to precisely retrieve and analyze PDF assets (tables, figures, sections) via MCP, with knowledge graph integration for medical research.

u9401066/asset-aware-mcp

mcp-europepmc

by pipeworx-io

Enables searching and retrieving biomedical literature from Europe PMC, including articles, abstracts, references, and citations.

pipeworx-io/mcp-europepmc

shopify-py-mcp

by kishimoto-banana

MCP server that integrates with Shopify API, allowing Claude Desktop users to retrieve and manipulate product information from Shopify stores.

kishimoto-banana/shopify-py-mcp

Antrenör MCP

by seselcuk

Enables interaction with simulated fitness data (activity history, wellness, pain logging, coaching rules) via MCP protocol, allowing Claude Desktop to query and log data through natural language.

seselcuk/antrenor-mcp

Firecent MCP Server

by luisemaltez

MCP server for Firecent, a personal finance app, enabling AI agents to read and manage financial data through REST API, including accounts, records, categories, and queries.

luisemaltez/firecent-mcp

immybot-mcp

by wyre-ai

An MCP server for ImmyBot IT automation platform, enabling management of computers, deployments, software, and maintenance sessions through ImmyBot's API.

WYRE-AI/immybot-mcp

halobot

by anthony-maio

An MCP server that enables AI agents to communicate with humans through Discord. Agents can send messages, create threads, wait for replies, and manage conversations across any MCP client.

anthony-maio/halobot

javaperf

by thesharque

MCP server for profiling Java applications via JDK utilities (jcmd, jfr, jps). Enables AI assistants to diagnose performance, analyze threads, and inspect JFR recordings without manual CLI usage.

theSharque/mcp-jperf

infera-mcp-server

by rdndelgado

Enables AI assistants to query internal business data for insights into customers, revenue, subscriptions, sales, and churn through controlled, read-only MCP tools.

rdndelgado/infera-mcp-server

Tijori Finance MCP

by rj250792

India's first MCP server for Indian equity research, enabling natural language queries on 5,000+ NSE/BSE listed companies directly from Claude.

rj250792/tijori-finance-mcp

Aries

by aries-labs-hq

An MCP server that equips AI assistants with curated knowledge and live chain data for the Alkanes metaprotocol and Subfrost network, enabling them to read docs, query the chain, and scaffold contracts.

Aries-Labs-HQ/alkanes-aries

dgb-digiid-mcp

by dgb-tools

Gives AI agents a verifiable identity using Digi-ID passwordless authentication on DigiByte, enabling them to prove who they are by signing challenges without revealing private keys.

dgb-tools/dgb-digiid-mcp

article-review-mcp

by biogod2020

A visual MCP server for reviewing explicit article patches with categorized comments, enabling deterministic patch validation, interactive accept/reject/edit decisions, and final article assembly.

Biogod2020/article-review-mcp

opensprinkler-mcp

by lumeo-sd

Enables managing OpenSprinkler irrigation controllers via Claude Desktop, including starting/stopping stations, setting rain delays, and viewing controller status.

Lumeo-sd/opensprinkler-mcp-sdr

ytmp3-mcp

by miteoshi

A Model Context Protocol server that lets your AI download YouTube audio and search videos, powered by yt-dlp and ffmpeg, shipped as a Docker image.

miteoshi/ytmp3-mcp

santismm-knowledge

by santismm

Provides a read-only MCP interface to the Santismm Knowledge Platform, offering tools to retrieve curated content on engineering, AI patterns, architectures, governance, and agent taxonomy with structured output in English, Spanish, and Portuguese.

santismm/santismm-knowledge-mcp

mail-macos-mcp

by maxtechexplore

Enables Claude to control the macOS Mail app for reading, searching, drafting, sending, and managing emails directly from Claude Desktop.

Maxtechexplore/mail-macos-mcp

Mindvalley Products MCP Server

by mazemax

Provides AI assistants with structured access to Mindvalley's educational offerings, including products, masterclasses, programs, and certifications via four read-only MCP tools.

mazemax/mindvalley-products-mcp

VoiceOS Discord MCP Server

by charitydex

Enables VoiceOS to read and write Discord messages through Composio's DISCORDBOT toolkit, with authentication handled via Composio Connect.

CharityDEX/voiceos-discord-mcp

whatshot-mcp

by alisen39

MCP server that connects to a WhatsHot Backend over HTTP to provide hot topic discovery, trend analysis, and historical data tools such as current hotlists, trend series, and event analysis.

alisen39/whatshot-mcp

Cerefox

by fstamatelopoulos

User-owned shared memory for AI agents, providing a persistent, curated knowledge layer with hybrid search and cross-agent coordination via Postgres + pgvector.

fstamatelopoulos/cerefox

Memory-CL

by nkaringa

Nkaringa/Memory-CL

kuyen-labs/mcp_server

by kuyen-labs

Fuul MCP server for program management via MCP-compatible clients

kuyen-labs/mcp_server

hokan MCP Server

by shinonft

An unofficial MCP server that integrates with the hokan Insurance CRM API v2 to manage customer data, schedules, and tasks. It also features specialized tools for Japanese insurance law compliance, including intent confirmation and regulatory check generation.

SHINONFT/hokan-mcp

obsidian-git-mcp

by ctristan

This MCP server enables AI collaborators to read and write to a git-backed Obsidian vault with transactional integrity, ensuring every write is a validated, attributed commit pushed to the remote.

CTristan/obsidian-git-mcp

zients/line-mcp-server

by zients

MCP server for LINE Messaging API that allows AI agents to send messages, manage groups, configure rich menus, and query analytics.

zients/line-mcp-server

cpp_guidelines

by songjiangzhou

SongJiangzhou/cpp_guidelines

mcp-randomuser

by pipeworx-io

Wraps the randomuser.me API to generate random user profiles with names, contact info, and demographics, optionally filtered by gender and count.

pipeworx-io/mcp-randomuser

mcp-powerBI

by nguyenanhducdeveloper86

Enables discovery of Power BI workspaces and semantic models via REST API and Microsoft Modeling MCP, with authentication options including service principal and device login.

nguyenanhducdeveloper86/mcp-powerBI

simulate-monte-carlo

by encodi

Real Monte Carlo simulation of a compound event or conditional probability. Named random variables, a safe expression interpreter, seedable for reproducibility. Priced per call via x402/USDC on Base.

encodi/simulate-monte-carlo