The MCP Trust Index.

career-mcp

by feelgom

Enables recruiters to query a person's career, projects, and impact using natural language, acting as a living resume.

feelgom/career-mcp

H3C CLI MCP Server

by enzymecat9

Telnet-based MCP server for H3C network device CLI, enabling connection, command execution, and device mode detection via natural language.

enzymecat9/h3c-cli-mcp

Notion MCP Server

by nexauraholding

Enables interaction with Notion workspaces, allowing users to search, query databases, create/update pages, and manage content via natural language through MCP.

Nexauraholding/notion-mcp

rays-mcp

by ivyyy0601

Exposes global market breadth, volume, RSI, volatility, and sentiment for 12 major equity indices (US + Asia) via 5 tools.

ivyyy0601/alert-mcp

employees

by si30rowj2

A sample employee database exposed as an MCP server, enabling AI agents to search employees and query organizational structure.

si30rowj2/mcp-server-employees

TinyDB Remote MCP

by aimadesimple

A minimal MCP server that stores JSON documents in TinyDB, exposing tools to insert, retrieve, and delete all data.

aimadesimple/TinyDB-MCP-v2

postgres-safe-mcp

by sam-david

A PostgreSQL MCP server that automatically detects and obfuscates personally identifiable information (PII) in query results using column-name heuristics and NLP analysis. It enables AI agents to interact securely with databases by masking sensitive data by default while allowing selective unmasking under user control.

sam-david/pg-redact-mcp

Trackor

by at0mxploit

Personal expense tracking and financial management through SQLite database operations.

at0mxploit/trackor

silotek-serial-mcp

by jocoin94

A headless MCP server that enables AI tools (like Claude Code) to read and analyze serial logs from embedded boards (ESP32, STM32) for firmware debugging, with read-only tools for log retrieval and a built-in web viewer.

JOCOIN94/serial-mcp-server

mcp-home-server

by axolotlpi

Self-hostable MCP server that gives Claude tools to run shell scripts and read files on a home server, deployed via Multipass VM and Cloudflare Tunnel.

Axolotlpi/mcp-home-server

nexla-mcp-doc-qa

by arundhaticat

An MCP server that exposes grounded, source-attributed question-answering over a collection of PDF documents.

ArundhatiCat/nex-mcp

stock-rag-mcp

by hemanthkumarkp

Enables RAG-based querying of local stock company data using a local LLM and vector database, providing tools to ask questions, search raw chunks, and list documents.

hemanthkumarkp/stock-analysis-rag-langchain-olama-mcp

Request Triage MCP Server

by agnesmuita

Provides tools to list pending requests, save priority scores, and retrieve ranked backlog, enabling AI-driven triage of automation requests from a Notion database.

AgnesMuita/AI-operations-triage-agent

mcp-outlook-calendar

by cloud-li1

Enables interaction with Microsoft Outlook Calendar and To Do lists via the Microsoft Graph API, allowing users to manage events and tasks through natural language.

Cloud-li1/mcp-outlook-calendar

dbt-investigator

by aravindhraja123

Enables AI clients to automatically investigate dbt test failures, trace root cause through BigQuery lineage, and generate plain-English incident reports.

ARAVINDHRAJA123/data-quality-agent

cli-agent-orchestrator

by awslabs

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

awslabs/cli-agent-orchestrator

Expense Tracker MCP

by infosage05

MCP server for tracking expenses with local SQLite storage. Provides tools to add, list, and summarize expenses by category.

InfoSage05/Expense-Tracker-MCP

weather

by dhruvagarwal29

Provides weather forecasts, current conditions, and alerts for US locations using the National Weather Service API.

dhruvagarwal29/us-weather-mcp

ConsensusWeaverAgent

by yecllsl

MCP server that queries multiple Chinese AI platforms in parallel and synthesizes consensus answers.

yecllsl/ConsensusWeaverAgent

Kali MCP Server

by magichrist

Production-grade MCP server that exposes Kali Linux penetration testing tools to AI agents, enabling automated reconnaissance, web application testing, vulnerability assessment, and more.

magichrist/kali-mcp

Stride28 Search MCP

by brunonxu

Enables AI assistants to search real content from Xiaohongshu and Zhihu, supporting keyword search, note details, and question retrieval.

BrunonXU/Stride28-search-mcp

email-mcp-postale

by ssk1noscai

Enables Claude Desktop to interact with Postale.io email accounts, supporting multiple mailboxes with features like reading, searching, replying, drafts, and batch operations.

ssk1noscai/email-mcp-postale

SolidWorks MCP Server

by dongzijie1

Connects Claude Code to SolidWorks via MCP protocol, enabling natural language control for creating 3D models.

DongZiJie1/solidworks-mcp

GoldenGate MCP Server

by elbachir-salik

A production-grade MCP server that exposes real-time banking data replicated via Oracle GoldenGate CDC as structured tools for AI agents, enabling read, score, and write operations on customer, account, transaction, and alert data.

elbachir-salik/goldengate-mcp

keila-mcp

by gwbischof

An MCP server for the Keila newsletter API that enables management of contacts, campaigns, segments, and senders. It allows users to create, schedule, and send newsletters directly through natural language interactions.

gwbischof/keila-mcp

Local File Search MCP

by dchatpar

Provides tools for searching and reading local files, supporting metadata filters, PDF full-text keyword search, and sandboxed file access.

dchatpar/mcp-file-agent

LexLink-ko-mcp

by joohyukjung

MCP server for Korean National Law Information. Enables searching and retrieving Korean laws, English-translated laws, administrative rules, court precedents, and constitutional decisions via 54 MCP tools.

joohyukjung/LexLink-ko-mcp

Control-Inventory-MCP-Server

by miguelangelhorta

Provides search, detail lookup, and gap listing tools for a security control inventory, enabling natural language queries about control status and gaps.

MiguelAngelHorta/Control-Inventory-MCP-Server

Job Tracker MCP Server

by ashc2004

Enables tracking job applications through a pipeline, scheduling follow-ups, and summarizing job search progress via natural language.

AshC2004/job-tracker-mcp-server

Instrument MCP Server

by zeng-andrew

Enables natural language control of test instruments like spectrum analyzers and power supplies via SCPI commands, with auto-discovery and multi-instrument session support.

zeng-andrew/instrument-mcp

Quant Research Assistant

by irohan0

A comprehensive quantitative finance MCP server providing live financial analysis, including price/risk metrics, HMM market regime detection, backtesting, options analytics, fundamentals, sentiment, Monte Carlo simulation, pairs trading, factor models, and portfolio optimization. It integrates with Claude via natural language commands and uses only free data sources.

irohan0/quant-mcp

hashloom

by davet47

Treats software units as content-addressed contracts, enabling efficient agent regeneration loops with cached verification and tiny context packets.

davet47/hashloom

okf

by aminhzdev

Builds a keyword-searchable index from markdown documentation bundles and serves it to LLM agents via MCP, with retrieval logging and reporting for curation.

aminHZDEV/OpenContextScitool

Deepgram Agentic Tools MCP Server

by chadpapineau

A self-hosted MCP server that wraps Deepgram's speech-to-text, text-to-speech, text analysis, and usage APIs for use with CyberArk Secure AI Agents (SAIA).

ChadPapineau/deepgram-mcp-gateway

radicale-mcp

by mastarcheeze

MCP server for Radicale/CalDAV servers, enabling AI agents to manage calendars and task lists by listing, creating, and deleting events and reminders.

MastarCheeze/radicale-mcp

UiPath Orchestrator MCP Server

by pedrovalve7

Enables natural language interaction with UiPath Orchestrator to list folders, processes, robots, and jobs, and to trigger process executions.

PedroValve7/uipath-mcp-server

InventorySystem MCP Server

by allansjoseph

A Python MCP server that connects to an Inventory Management System, providing 15 tools for CRUD operations on users, inventory items, and bills.

AllanSJoseph/InventorySystem_MCP_Server

trace32-mcp

by coldclosewin-design

AI-driven interface for Lauterbach TRACE32 PowerView debugging, inspection, and scripting via remote API.

coldclosewin-design/trace32-mcp

MCP Remote Shell

by oceanromain

Enables remote shell control of Linux and network devices via SSH/Telnet, with session management and file transfer capabilities.

oceanromain/remote-shell-mcp

Support Tickets MCP Server

by rfnoach

Enables asking questions in plain English about 61,765 customer-support tickets, returning exact answers computed via SQL queries over DuckDB.

RFNOACH/support-tickets-mcp

AirTrail MCP Server

by maboukerfa

Enables AI assistants to manage a self-hosted AirTrail flight tracking instance, providing natural language access to flight data, travel history, and statistics.

maboukerfa/AirTrail_MCP_server

MCP Router

by marklubin

Extensible MCP server that aggregates multiple backends (email, browser, todoist, etc.) behind a single endpoint, with secure deployment via Cloudflare Tunnel and Workers.

marklubin/mcp-email-server

teacher-mcp

by runtimeall

MCP server that authenticates as a teacher and provides tools for question management and lecture recording on the RuoYi platform.

RuntimeAll/teacher-mcp

Barkeeper

by nickm-27

A simple MCP server for tracking a home bar's inventory and cocktail recipes, with tools to manage shelf items and recipe details.

NickM-27/mcp-barkeeper

RHID MCP Server

by miranda-ale

MCP server for integrating with the RHiD (ControlID) API, providing time tracking, employee management, and reporting tools for use in Claude products.

miranda-ale/rhid-mcp

Israel & USA Weather MCP Server

by 6165924-art

A Model Context Protocol server that provides real-time weather data, detailed forecasts, and alerts for locations in Israel and the United States. It uses web automation for Israeli data and dedicated services for US data.

6165924-art/mcp-project

GoalGorithm MCP Server

by tohoanganhai

Provides soccer match predictions and league statistics using xG data and Poisson distribution models. It enables users to forecast outcomes, analyze team performance, and view league tables across major European football leagues.

tohoanganhai/goalgorithm-mcp