The MCP Trust Index.

poc-mcp

by sarahotmane

A proof-of-concept MCP server that enables LLMs to read local text files and fetch real-time weather data through external tools.

SarahOtmane/POC-MCP

Crawl4AI RAG MCP Server

by utaschulz1

Provides web crawling and RAG capabilities for AI agents, enabling scraping of websites, storing content in a vector database (Supabase), and performing semantic search over crawled data.

utaschulz1/mcp-crawl2db-neo4j-rag

setlistify

by emarkou

An MCP server that fetches real setlists from setlist.fm and creates Spotify playlists from them, supporting fuzzy matching and various modes like latest show or best-of from recent shows.

emarkou/setlistify

snipeit-mcp

by jameshgordy

MCP server for Snipe-IT asset management. Enables AI assistants to manage assets, consumables, accessories, licenses, users, and system configuration via 39 comprehensive tools.

jameshgordy/snipeit-mcp

MCP Athena Analytics Server

by elena-kuznetsova-wh

Enables secure querying of analytics data stored in AWS Athena/S3 through natural language, with multiple security layers including query validation, resource limits, and automatic PII redaction to prevent data breaches and destructive operations.

elena-kuznetsova-wh/warehouse-athena-mcp

ideb-mcp

by rafaelcamelo

Exposes Brazilian education data (IDEB) by municipality for consultation via Claude. Covers 10 cycles (2005-2023) with observed IDEB, targets, math/Portuguese scores, and flow indicator.

rafaelcamelo/ideb-mcp

KiCad MCP Server

by aswego123

A Model Context Protocol (MCP) server that exposes KiCad PCB design automation tools to AI assistants and other MCP clients.

aswego123/kicad-custom-mcp

Telegram MCP Server

by goncaloreis

Enables Claude to interact with your Telegram account, including reading messages, searching conversations, and sending messages.

goncaloreis/telegram-mcp

Nebius MCP Server

by nebius

Enables AI agents to fetch Nebius cloud service documentation and execute Nebius CLI commands for managing cloud resources like compute instances and storage buckets through natural language interactions.

nebius/mcp-server

Website Security Auditor MCP Server

by deepanshuverma022

Provides a 'scan_website' tool to analyze target websites for security vulnerabilities by consuming the Website Security Auditor REST API.

deepanshuverma022/mcp

linkedin-company-admin-mcp

by negrueu

MCP server for LinkedIn Company Page administration. Enables reading analytics, managing posts, editing page details, growing followers, and bridging personal profile for employee advocacy workflows.

negrueu/linkedin-company-admin-mcp

LungMAP MCP Server

by pankajrajdeo

MCP server for accessing the LungMAP API, enabling AI assistants to discover and analyze lung research data such as datasets, samples, and analysis results.

pankajrajdeo/lungmap-mcp-server

mcp-eventkit

by sub-lime-time

Enables reading, creating, updating, and deleting Apple Reminders directly on macOS via the EventKit framework.

Sub-lime-time/mcp-eventkit

Universal Spec Architect

by ahmedelpannann

Enforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.

ahmedelpannann/bob-a-thon-submission

Secure Code Review MCP Server

by balakonda-reddy

Local MCP server that scans code for security issues (secrets, dependencies, configurations, risky patterns) and integrates with GitHub Copilot in VS Code for automated pre-commit reviews.

Balakonda-reddy/Secure_Code_Review_MCP_Server

mcp-research-pipeline

by rubayatkhan

Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a research pipeline for Claude Desktop and MCP clients.

rubayatkhan/mcp-research-pipeline

GCP Diagram MCP Server

by shawnho1018

Enables generating GCP architecture, sequence, flow, and class diagrams using natural language or Python code via the diagrams library.

shawnho1018/gcp-diagram-mcp-server

Chisel

by ckanthony

Reduce context usage on file use. Send only unified diffs instead of full files (up to 20-100× fewer tokens), and read large files with targeted grep/sed instead of full reads (up to 500×). Kernel-enforced path confinement hard-locks the agent to a configured root: no accidental reads or writes outside scope. Standalone for your file access or embed in any MCP server (Rust, Node.js, Python via

ckanthony/Chisel

E*TRADE MCP Server

by ohenak

Enables LLMs to retrieve real-time stock and options market data through the E\*TRADE API using natural language. It features secure OAuth 1.0 authentication, persistent token management, and comprehensive support for stock quotes, options chains, and Greeks.

ohenak/etrade-mcp

YouTube Channel MCP Server

by rajpopzein

Retrieves YouTube Channel statistics, metadata, and uploaded videos using the YouTube Data API v3.

Rajpopzein/yt-mcp

MCP MySQL Database Service

by g-smll

Provides MySQL database query capabilities through MCP protocol, enabling AI assistants to retrieve table metadata, execute SQL queries, and manage database interactions via Resources, Prompts, and Tools.

g-smll/mcp-service

AACT Clinical Trials MCP Server

by fastmcp-me

Enables querying clinical trial data from the AACT database (ClinicalTrials.gov) using natural language through tools like list_tables, describe_table, and read_query.

fastmcp-me/aact_mcp

yinxiang-mcp

by jiangxtx

MCP server for Evernote China (印象笔记), enabling Claude to list notebooks and notes, search, read, create, and update notes via natural language.

jiangxtx/yinxiang-mcp

AgentTrust

by assister-xyz

Challenge-response quality verification for AI agents and MCP servers, evaluating competency across 6 dimensions and issuing W3C Verifiable Credentials.

assister-xyz/quality-oracle

sleepon-mcp

by sleepon-official

Enables AI assistants to analyze sleep quality, compare nights, generate reports, and get personalized improvement tips using Sleepon sleep tracker data.

sleepon-official/sleepon_mcp

Azure DevOps MCP Server (Python)

by trosinde

Enables AI assistants to interact with Azure DevOps projects, including work items, test results, Git repositories, and dependency analysis via the Model Context Protocol.

trosinde/mcp_azure_devops

BDNS MCP Server

by amorfeu86

Enables searching and querying Spanish public subsidies and aids using the BDNS API, with filters for region, beneficiary type, and more.

AmOrFeU86/bdns-mcp

MaxRefMCP

by dsgarage

Provides Japanese-optimized reference, design consultation, and learning support for Max/MSP and Max4Live through natural language queries.

dsgarage/MaxRefMCP_Dev

Python MCP Weather Server with OAuth 2.1 Authentication

by azure-samples

Provides weather information from the National Weather Service API with full MCP OAuth 2.1 compliance, including weather alerts and forecasts for US locations through secure Azure AD authentication.

Azure-Samples/remote-mcp-webapp-python-auth-oauth

Ghost Writer MCP

by fabdendev

Scans Git repositories, identifies interesting engineering work, and generates LinkedIn post drafts with built-in confidentiality sanitisation.

fabdendev/ghost-writer-mcp

boston-harbor-ferries

by aygp-dr

MCP server to track Boston Harbor commuter ferries in real-time, providing vessel positions, routes, and schedules.

aygp-dr/boston-harbor-ferries

ThreatConnect v3 MCP Server

by delonius22

Enables LLM clients to interact with ThreatConnect v3 for case management and threat intelligence, providing typed tools for creating/updating cases, indicators, and artifacts while handling HMAC authentication and API quirks.

delonius22/threat_connect_mcp

Malware-Sandbox-mcp

by inadvisable-hibiscusfarragei279

Enables assistants to analyze files and URLs for malware by integrating with security services like VirusTotal and ANY.RUN, returning threat reports.

inadvisable-hibiscusfarragei279/Malware-Sandbox-mcp

babelwrap-mcp

by babelwrap

Provides AI agents with web browsing capabilities through the BabelWrap API, enabling navigation, form interaction, data extraction, and multi-tab support.

babelwrap/babelwrap-mcp

Currency Exchange MCP Server

by ecedalpolat

Enables real-time currency exchange rate queries between any two currencies using ExchangeRate API, with automatic triggering by AI models through the MCP protocol.

EceDalpolat/MCP-Exchange

truenas-aiops

by aiops-tools

AI-powered MCP server for TrueNAS SCALE storage operations with governance and safety features, enabling management of pools, datasets, snapshots, disks, alerts, and services.

AIops-tools/TrueNAS-AIops

TDZ C64 Knowledge

by michaeltroelsen

An MCP server for indexing and searching Commodore 64 documentation using full-text, semantic, and fuzzy search across multiple file formats. It enables RAG-based question answering, entity extraction, and interactive timeline or knowledge graph visualizations.

MichaelTroelsen/tdz-c64-knowledge

fm-mcp-comfyui-bridge

by rerofumi

MCP server that provides image generation, captioning, and tagging via ComfyUI API, configurable for agent tools.

rerofumi/fm-mcp-comfyui-bridge

deep-reasoning-mcp

by mauriziomocci

Turns Claude Code into a recursive analysis engine that builds explorable decision trees from IF/THEN chains, enabling thorough problem exploration and structured synthesis of action plans.

mauriziomocci/deep-reasoning-mcp

ERDDAP MCP Server

by robertdcurrier

Access oceanographic and environmental data from 63+ ERDDAP servers worldwide through natural language queries. Search datasets, retrieve metadata, and download scientific data for climate research, marine biology, and coastal management.

robertdcurrier/erddap2mcp

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

Ask Human

by masony817

Enables escalation of questions to humans through a markdown file-based workflow that prevents hallucinations by providing direct human-in-the-loop responses for critical decisions like database passwords, API endpoints, or architectural choices.

masony817/ask-human-mcp

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

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

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

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

JovaniPink/mcp-browser-use

by jovanipink

FastAPI server implementing MCP protocol Browser automation via browser-use library.

JovaniPink/mcp-browser-use

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

Microsoft Sentinel MCP Server

by dstreefkerk

MCP server for Microsoft Sentinel. Enables access to Sentinel logs, incidents, analytics, and Entra ID data via a modular, queryable interface. Strictly non-production. Designed for use with Claude and other LLMs.

dstreefkerk/ms-sentinel-mcp-server