The MCP Trust Index.

DiSH MCP Server

by samgwd

Enables interaction with the DiSH room booking platform to search availability, create bookings, and manage reservations. It allows AI assistants to handle meeting room logistics directly through natural language commands.

samgwd/dish-mcp

e-Gov Law MCP Server

by ryoooo

Enables intelligent search and retrieval of Japanese legal statutes through the e-Gov API. Supports smart lookup of laws and articles with abbreviation recognition, batch processing, and multi-tier caching for high-performance legal research.

ryoooo/e-gov-law-mcp

memkeeper

by teflon07

Local-first memory for AI agents. On-device hybrid retrieval over a single SQLite file.

teflon07/memkeeper

Deep Research MCP Server

by wlu03

An advanced scholarly research MCP server that enables AI assistants to discover, fetch, process, and manage academic papers across multiple sources like arXiv, PubMed, and Semantic Scholar, with capabilities for summarization, citation analysis, and concept relationship extraction.

wlu03/mcp-deepresearch

transmission-mcp-server

by dgoo2308

Enables controlling a Transmission torrent daemon, allowing adding, listing, controlling torrents and checking free space, with support for SOCKS5 proxy for remote access.

dgoo2308/transmission-mcp-server

atomic-computer-mcp

by dawdler-g

Enables automation of native Windows desktop applications through screen capture, mouse/keyboard control, and waiting for UI changes, exposing them as MCP tools.

Dawdler-G/atomic-computer-mcp

mcp-x

by lakshmisravyavedantham

Turns any CLI tool or REST API into an MCP server for Claude, enabling Claude to use git, databases, or any API through natural language.

LakshmiSravyaVedantham/mcp-x

pulldown

by anthony-maio

MCP server for retrieving web pages as clean Markdown, with configurable detail levels and optional Chromium rendering for JavaScript-heavy pages.

anthony-maio/pulldown

URL Agent

by rossja

MCP server for intelligent web crawling using a ReAct agent. Adaptively explores websites and returns structured analysis.

rossja/url-agent

MCTS

by mcp-audit

MCTS (Model Context Threat Scanner) is a local-first security scanner for MCP servers -- static and live tool discovery, multiple analyzers, auditable risk scores, and JSON, SARIF, and HTML output. For authors and platform teams; CI-ready, no cloud API.

MCP-Audit/MCTS

LTspice MCP Server

by luc-me

This server enables LLMs to design, simulate, and debug electronic circuits using LTspice via natural language commands. It automates netlist generation, library component validation, and iterative error correction for SPICE simulations.

luc-me/ltspiceMCP

JSON Mapping & Context MCP Servers

by bablu-singh

Enables schema-aware exploration of JSON data by uploading samples, flattening nested structures, and using heuristic search with token overlap and fuzzy matching to find field paths for target names, accelerating ETL and API onboarding workflows.

Bablu-singh/JSON-Mapping-And-Context-MCP-Server

Huppert MCP

by liam6130

MCP server that enables AI assistants to access and query fNIRS data analysis tool documentation.

Liam6130/huppert_mcp

rss-mcp

by jeffgbradley2

An MCP server that provides RSS feed tools for Claude Desktop, enabling fetching and parsing RSS feeds with configurable feeds and blocklists.

jeffgbradley2/rss-mcp

runpod/runpod-mcp

by runpod

MCP server for interacting with Runpod API

runpod/runpod-mcp

Developer Toolbox MCP

by apoorva5544

A production-ready MCP server providing file, system, math, and text utilities through a simple CLI client.

Apoorva5544/mcp

Yahoo Finance MCP Server

by joshthecoder-hub

A lightweight MCP server for accessing Yahoo Finance data, providing stock prices, history, company information, and financial statements.

joshthecoder-hub/Yahoo-Finance-MCP

regex-quality

by xlogicx

Provides tools to test regex patterns for correctness, performance (ReDoS), and memory usage, and suggests safe rewrites. Enables LLMs to iterate on regex generation with verifiable feedback.

XlogicX/ReDetox

BigQuery MCP Server

by niduran-orion

A Model Context Protocol (MCP) server that enables LLMs to interact with Google BigQuery.

niduran-orion/bigquery-mcp-server

DateTime MCP Server

by takanarishimbo

Provides tools to get the current date and time in various formats (ISO, Unix timestamp, human-readable, custom) with configurable timezone support.

TakanariShimbo/uvx-datetime-mcp-server

academic-figures-mcp

by u9401066

A multi-step academic figure agent harness that enables AI agents to plan, generate, evaluate, and iterate publication-grade figures from sources like PMIDs, preprints, or freeform briefs.

u9401066/academic-figures-mcp

mcp-meroshare

by tekchapagain1

MCP server for MeroShare, enabling AI tools to manage IPO/FPO applications, portfolio, and share transactions in Nepal's online share system.

tekchapagain1/mcp-meroshare

Mini+ Agent Kit MCP Server

by 0xsoftboi

Enables driving a BitRobot-compatible ground robot (e.g., Earth Rover Mini+ or Waveshare UGV) through high-level verbs like move, turn, look, and capture work, with optional on-chain recording of verifiable robotic work.

0xSoftBoi/mini-plus-agent-kit

Jimdo docs MCP

by aaronspring

Enables semantic search over Jimdo help documentation to find relevant information and answers.

aaronspring/jimdo-docs-mcp

PagerDuty MCP Server

by angelus-h

Enables AI assistants to manage PagerDuty incidents, view alerts, and check on-call schedules with both read-only and write operations.

angelus-h/angelush-pagerduty-mcp-server

MCP Ethical Hacking

by cmpxchg16

MCP Ethical Hacking Security sample for educational

cmpxchg16/mcp-ethical-hacking

youtube-transcript-mcp

by seanpedersen

Transcribe YouTube videos for LLM chat applications. Supports fetching transcripts in multiple languages and includes an ad-removal instruction.

SeanPedersen/youtube-transcript-mcp

legalize-mcp

by matematicsolutions

A read-only MCP server providing access to national legislation from 37 jurisdictions via the legalize-dev corpus, with tools for searching, retrieving laws, and browsing reform history.

matematicsolutions/legalize-mcp

BookmarkMemory

by deenihl

Enables semantic search and retrieval of bookmarked URLs content using vector embeddings, with support for multiple backends and AI assistant integration.

DeeNihl/BookmarkContext

binance-intelligence-mcp

by mefai-dev

MCP server providing 12 computed intelligence tools for Binance, including accumulation detection, whale tracking, market impact simulation, and more, using public endpoints with no API keys needed.

mefai-dev/binance-intelligence-mcp

Azure DevOps MCP Server

by kshitijijari09

MCP server that provides tools to interact with Azure DevOps, including querying work items, repositories, pull requests, builds, commits, and creating work items via a standardized interface.

Kshitijijari09/azure-devops-mcp-server

Apps Script MCP

by sam-ent

Enables users to create, manage, and execute Google Apps Script projects through natural language. It provides comprehensive tools for code editing, function execution, deployment management, and monitoring script processes.

sam-ent/google-automation-mcp

Barrier-Free Mobility MCP

by kaero313

This MCP server provides accessibility risk assessment for Seoul subway trips, considering wheelchair, stroller, and other mobility constraints. It offers tools to check station facilities, elevator status, and calculates risk scores for routes based on a deterministic engine.

kaero313/barrier-free-mobility-mcp

liteparse-mcp

by lisabrennan1996

Fast, local PDF parsing as an MCP server with text extraction, bounding boxes, OCR, and visual citations. No cloud or API key required.

lisabrennan1996/liteparse-mcp

DarkLens MCP Server

by manavarya09

Enables AI agents to detect, classify, explain, and ethically redesign dark patterns in websites and UI flows.

Manavarya09/DarkLens-MCP-Server

mcp-personal

by rsg43

Simple MCP client with config for servers

rsg43/mcp-personal

MCP Jieba Server

by kagajiankui

Provides high-performance Chinese text segmentation, POS tagging, and keyword extraction using Rust-based Jieba implementation. Supports both local STDIO and remote HTTP deployment modes.

KagaJiankui/mcp-jieba

crypto_price_tracker

by adity-star

An MCP server that enables AI agents to fetch real-time cryptocurrency prices and market data using the CoinGecko API.

Adity-star/mcp-crypto-server

Netmiko MCP Server

by owen123-lang

Enables interaction with Cisco network devices through SSH using Netmiko. Supports retrieving device status, interface details, configurations, and resource monitoring through natural language commands in Claude Desktop.

Owen123-lang/netmiko_mcp_server

OpenAI WebSearch MCP Server

by fastmcp-me

Provides intelligent web search capabilities using OpenAI's reasoning models, enabling AI assistants to fetch up-to-date information with smart reasoning.

fastmcp-me/openai-websearch-mcp

Jira JQL Tool

by amiralamox

Enables Claude to interact with Jira through JQL (Jira Query Language) queries using the Model Control Protocol, allowing natural language access to Jira issue tracking and project management.

amiralamox/mcp-servers

Stock Research MCP Server

by sahupra1357

A multi-agent MCP server for comprehensive stock research and analysis using natural language queries, backed by SEC filings and real-time market data.

sahupra1357/StockReSearchMCP

Frontmatter MCP

by kzmshx

Enables querying and updating Markdown frontmatter metadata using DuckDB SQL, with optional semantic search capabilities for finding similar documents based on content.

kzmshx/frontmatter-mcp

exception-mcp-server

by 18abhi89

Enables AI-powered analysis of exceptions using vector similarity search and Azure OpenAI for operations teams.

18abhi89/exception-mcp-server

mmex-mcp

by patriciorios

MCP server for interacting with Money Manager EX databases. Enables querying and managing financial data like accounts, transactions, payees, categories, currencies, and more through natural language.

PatricioRios/mmex_mcp

Mimo Vision MCP

by k0tori

An image recognition MCP server based on mimo-v2.5, enabling AI assistants to describe images, extract text via OCR, and output structured information in JSON or table format.

k0tori/mimo-vision-mcp

gedcom-mcp

by genealogy-mcp

Enables AI assistants to load and query local GEDCOM genealogy files, supporting search, browsing, and family tree traversal.

Genealogy-MCP/gedcom-mcp

openclaw-usage-mcp

by quittung

MCP server that reads local OpenClaw session files to provide token usage and cost data without any network calls or authentication.

quittung/openclaw-usage-mcp

mcp-it-ops

by bastiaan365

Exposes homelab and IT-ops tools to Claude, including system health monitoring, Grafana alert states, Docker container status, Loki logs, SMART disk health, and more.

bastiaan365/mcp-it-ops

calendar-mcp

by apex-500

MCP server that lets AI agents manage Google Calendar -- create events, check availability, and manage schedules.

apex-500/calendar-mcp-server