The MCP Trust Index.

electra-one-mcp

by roomi-fields

Develop Electra One MK2/Mini widgets and presets from Claude Code.

roomi-fields/electra-one-mcp

elastic-security-mcp

by andreucrespo

A Python MCP server that provides AI agents with a controlled, read-first interface to Elasticsearch, Kibana Security, Fleet, and Elastic Defend.

AndreuCrespo/elastic-security-mcp

Branch Diagnostics MCP

by fromzy1

An MCP server that enables AI assistants to diagnose network and service problems by walking a structured funnel of cURL timing metrics, identifying which hop is at fault, and providing targeted recommendations.

Fromzy1/branch_mcp_v2

jupyter-interactive-mcp

by tsundokum

An MCP server that gives any MCP-compatible LLM client full control over a live JupyterLab instance.

tsundokum/jupyterlab-interactive-mcp

HeaderHawk

by nervpeng

An advanced email security analysis MCP server for real-time phishing detection, comprehensive header analysis, and threat intelligence integration. It enables users to extract indicators of compromise and validate email authentication protocols like DKIM, SPF, and DMARC.

nervpeng/headerhawk_mcp

journald-mcp-server

by james116blue

An MCP server for accessing systemd journal logs.

james116blue/journald-mcp-server

supabase-mcp-server

by alexander-zuev

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

alexander-zuev/supabase-mcp-server

contractmesh

by fabiodepin

ContractMesh is an MCP server that provides a trust-aware engineering knowledge layer, enabling agents to retrieve confirmed decisions, constraints, and known risks with provenance. It grounds AI changes in explicit engineering knowledge rather than inference alone.

fabiodepin/contractmesh

Browser Testing MCP Server

by romangod6

Enables automated browser testing of web applications using Playwright, supporting user interactions, form submissions, console monitoring, network request inspection, and visual verification through screenshots.

RomanGod6/browserbot

MCP Compact

by quan2005

Aggregates multiple upstream MCP servers into a single stdio-only runtime with a compact surface exposing only invoke and read.

quan2005/mcp-compact

Refract

by loudilimed

MCP proxy that compresses tool schemas on the fly. Up to 98% token reduction, 100% signal preserved verified after every compression. Zero LLM calls, fully deterministic.

LoudiliMed/Refract

Hangfire MCP Server

by inansen

Enables monitoring and managing Hangfire background jobs, including job lists, retries, recurring tasks, and statistics, directly from VS Code Copilot and other MCP clients.

inansen/hangfire-mcp

gesetzessuche

by steffen-w

MCP server for accessing and searching German federal law documents from gesetze-im-internet.de. Provides tools to retrieve specific paragraphs, perform full-text searches, and list available laws.

Steffen-W/gesetzessuche

xenodocs-mcp-server

by xenodocs

Fetches up-to-date, version-specific documentation and code examples for any library, preventing outdated or hallucinated API usage in LLM responses.

Xenodocs/xenodocs-mcp-server

ReefAPI MCP

by reefapi

One MCP server providing access to 160+ live web data APIs (search, social media, e-commerce, real estate, jobs, travel, news, finance, and more) using dynamic discovery via 4 generic tools to avoid the agent's tool limit.

reefapi/reefapi-mcp

Config Validator AI MCP

by csoai-org

Config Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/config-validator-ai-mcp

SecureVibes MCP

by simonvanas

Enables AI-powered security scanning of codebases through conversational analysis, allowing users to assess, threat model, code review, DAST test, and generate security reports using natural language with Claude.

SimonvanAs/secure-vibes-mcp

openapi-spec-mcp

by puelpan

Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint search, detail retrieval, and schema exploration.

puelpan/openapi-spec-mcp

life-agent-mcp

by cbolden15

Enables turning any personal-assistant REST backend into Claude-ready tools via a single MCP server, providing 38 tools for communications, finance, health, and more.

cbolden15/life-agent-mcp

mcp-browser-use

by jovanipink

Enables AI agents to interact with web browsers using natural language, featuring automated browsing, form filling, vision-based element detection, and structured JSON responses for systematic browser control.

JovaniPink/mcp-browser-use

docconv-mcp

by nicklee002e

Converts PDF, Word, Excel, and PowerPoint documents to Markdown using a pay-per-conversion model with USDC on Base via the x402 protocol.

nicklee002e/docconv-mcp

wikicapsule

by pisigmac

Turns a git-backed markdown directory into an MCP-compatible knowledge server, enabling any MCP client to read, search, ingest, and maintain a persistent wiki that compounds across sessions.

pisigmac/wikicapsule

gcontext-mcp

by bleak-ai

Bridges AI agents to a gcontext workspace in the cloud, enabling file and folder management while keeping secret values and script execution local.

bleak-ai/gcontext-mcp

ms-sentinel-mcp-server

by dstreefkerk

ms-sentinel-mcp-server

dstreefkerk/ms-sentinel-mcp-server

ThreatCorralling

by giraldomauricio

An MCP server that automates vulnerability correlation across security tools like Checkmarx and Tenable, using LLMs to determine reachability, map compliance controls (SOC2, ISO27001), and generate remediation and regression testing patterns.

giraldomauricio/threatcorraling

google-scholar-search-mcp

by lwaetzig

An MCP server for searching Google Scholar, enabling paper search, author lookup, citation tracking, and BibTeX export for AI assistants and automation workflows.

LWaetzig/google-scholar-search-mcp

FNS Counterparty Check

by atomno-mcp

MCP server for verifying Russian business entities against Federal Tax Service registries, providing risk assessments for counterparty due diligence.

atomno-mcp/mcp-fns-check

Arduino MCP Server (Simple)

by amahpour

Enables AI agents to interact with Arduino boards for compiling, uploading sketches, and serial communication.

amahpour/arduino-mcp-server-simple

gnuradio-mcp-server

by pranav-d33

Enables natural language control of a live GNU Radio SDR flowgraph, allowing users to tune frequencies, adjust gain, capture IQ samples, analyze spectra, and detect signals through an MCP-compatible client.

Pranav-d33/gnuradio-mcp-server

tdnet-disclosure-mcp

by ajtgjmdjp

MCP server for Japan's TDnet (Timely Disclosure network). Search and retrieve timely disclosure documents from listed companies on Japanese stock exchanges.

ajtgjmdjp/tdnet-disclosure-mcp

CloudPrice

by albaker-group

Compare cloud pricing across AWS, Azure, and GCP for infrastructure decisions.

albaker-group/cloudprice-mcp

thermal-mcp-server

by riccardovietri

A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP server. Enables thermal analysis, coolant comparison, flow optimization, and rack-level sizing via natural language queries.

riccardovietri/thermal-mcp-server

Jira MCP Server

by devparihar5

A comprehensive MCP server for Atlassian Jira that enables AI assistants to manage issues, sprints, comments, and worklogs through natural language.

Devparihar5/Jira-MCP-Server

Web Search MCP

by uk0

A high-performance search service that converts results from Google, Bing, and DuckDuckGo into structured JSON or Markdown. It features multi-layer depth crawling and uses the Camoufox anti-detection browser for reliable content extraction and fallback search logic.

uk0/web-search-fast

yahoo_realtime_search

by hsky16

Enables to search Yahoo! Real-time Search for recent posts, images, videos, etc. Returns results in Markdown format.

Hsky16/yahoo_realtime_search

MCP Tools Server

by habeeblht17

An MCP server providing tools for weather, calculations, currency conversion, timezone queries, and unit conversions.

habeeblht17/mcp-tools-server

Outlook MCP Server

by morten36

Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assistants to search, analyze, and extract insights from emails in personal and shared mailboxes.

Morten36/Outlook-MCP-Server

homelab-config

by jcasnellie69

An Unexpected Journey

jcasnellie69/homelab-config

opendss-mcp-server

by ahmedelshazly27

Connects Claude AI with EPRI's OpenDSS power system simulator, enabling conversational power system analysis for distribution planning.

ahmedelshazly27/opendss-mcp-server

VNStock MCP Server

by ariesanhthu

Provides access to Vietnam stock market data including real-time quotes, historical prices, company financials, trading statistics, mutual fund information, and exchange rates through the vnstock library.

ariesanhthu/mcp-server-vietnam-stock-trading

autocad-mcp

by ks40-academy

Enables automation of AutoCAD LT and headless DXF creation through two backends (File IPC for Windows AutoCAD LT and ezdxf for cross-platform) with tools for drawing, entity, layer, block, annotation, PID, view, and system operations.

ks40-academy/autocad-mcp

mcpstrike

by ente0

MCP server that connects an LLM via Ollama to security tools for autonomous or guided penetration testing from a terminal interface.

ente0/mcpstrike

Pybaseball MCP Server

by jweingardt12

MCP server to fetch basic (and complex!) baseball-related stats.

jweingardt12/mlb_mcp

MCP Code Checker

by marcusjellinghaus

Enables AI assistants to perform comprehensive code quality checks including pylint, pytest, and mypy analysis on Python projects, with smart prompts for explaining issues and suggesting fixes.

MarcusJellinghaus/mcp-tools-py

gmocoin-fx-mcp

by rikitonoto

Enables trading on GMO Coin FX through natural language, including placing, modifying, and canceling orders, retrieving account assets, and managing open positions.

RikitoNoto/gmocoin-fx-mcp

AWS MCP Server

by lokimcpuniverse

Enables interaction with AWS services (EC2, S3, Lambda, DynamoDB, etc.) through the Model Context Protocol, allowing natural language management of cloud resources.

LokiMCPUniverse/aws-mcp-server

NCCU Course MCP

by yyu0310

Enables searching and retrieving course listings, departments, and syllabi from National Chengchi University's public course API using natural language.

yyu0310/nccu-course-mcp