The MCP Trust Index.

Cursor Feedback MCP

by phidn

Enables interactive feedback with image support in Cursor, allowing users to paste images for visual context and feedback.

phidn/cursor-feedback

metadata_mcp

by dullroar

Reads and writes metadata across images, audio, video, documents, and text files using ExifTool, mutagen, and inline handlers, supporting bulk operations with glob patterns.

dullroar/metadata_mcp

secscan-mcp

by openjkai

MCP server for Cursor that scans codebases for security issues including hardcoded secrets, SAST, vulnerable dependencies, and IaC misconfigurations.

openjkai/secscan_mcp

mt5-mcp

by vincentwongso

An MCP server that lets an AI agent read your MetaTrader 5 account and place trades over the Model Context Protocol, with a configurable human approval gate.

vincentwongso/mt5-trading-mcp

Fortran Companion MCP Server

by enkieng

Enables AI models to write, format, compile, lint, and structure modern Fortran code using best practices and industry design patterns.

enkiEng/fortran-mcp

Dell Unity MCP Server

by sachdev27

An MCP server for Dell Unity storage arrays that automatically generates tools from OpenAPI specifications, enabling AI assistants like Claude and n8n to interact with Unity storage systems without storing credentials.

sachdev27/dell-unity-mcp-server

squish-mcp

by theqtcompanyrnd

Enables AI agents to run and create Squish test scripts and test suites and analyze the results.

TheQtCompanyRnD/squish-mcp

troubleshooting-mcp-server

by tblakex01

A comprehensive MCP server that provides system troubleshooting and diagnostic tools, enabling LLMs to diagnose system issues, monitor resources, check logs, and test connectivity.

tblakex01/mcp_troubleshooter

GitHub Auditor MCP Server

by westkevin12

Transforms messy commit histories into clean, secure repositories by scanning for secrets, sanitizing history, and generating professional reports.

westkevin12/repo-mcp

GraphQL MCP Server

by nifetency

Automatically discovers and exposes any GraphQL API as MCP tools with zero configuration.

nifetency/nife-mcp-graphql

ken

by townsendmerino

Fast hybrid code search for agents. Pure Go, single static binary, BM25 lexical + Model2Vec semantic embeddings + RRF fusion + a code-aware reranker, with the retrieval algorithm ported verbatim from semble

townsendmerino/ken

re-report-write

by heretek-re

MCP server for writing Markdown report fragments to files with path safety and SHA-256 verification.

Heretek-RE/re-report-write

RishiAI MCP Server

by adarshj322

A Vedic astrology MCP server providing tools for natal charts, transits, compatibility, muhurtha, and career analysis using the DashaFlow engine.

adarshj322/rishi-ai-mcp

higgsMCP

by hyunaeee

Enables automating AI beauty influencer workflows—character creation, ad production, and Instagram posting—via MCP-connected Claude.

hyunaeee/higgsMCP

dump-analyzer-mcp-server

by zuohuiyang

MCP server for remote Windows Crash Dump analysis. Enables AI agents to analyze crash dumps via CDB commands through standard MCP interfaces.

zuohuiyang/dump-analyzer-mcp-server

re-library-mcp

by heretek-re

Enables querying a curated reverse engineering knowledge base covering techniques, anti-analysis bypass, mobile internals, and tools via MCP clients like Claude or Cursor.

Heretek-RE/RE-Library

Mica Crypto MCP

by csoai-org

EU MiCA compliance MCP for crypto-asset issuers, exchanges, and CASPs.

CSOAI-ORG/mica-crypto-mcp

liquid-mcp

by ertad-family

Connect your agent to any HTTP API on the fly: Liquid discovers and maps any REST API once, then fetches typed data deterministically. Server-side search/aggregate, cross-API normalization, and structured recovery built in.

ertad-family/liquid

Lu.ma Events

by adelaidasofia

Lu.ma events MCP with draft-and-confirm safety, audit logging, and prompt-injection scrubbing.

adelaidasofia/luma-mcp

music-assistant-mcp

by devjourney

Enables AI assistants to control Music Assistant for music search, library browsing, playback, queue management, and playlist curation.

devjourney/music-assistant-mcp

Bosch Smart Home Camera MCP Server

by mosandlt

Enables MCP clients to control Bosch Smart Home Cameras via natural language, including snapshots, motion events, privacy mode, and pan/tilt, using a reverse-engineered cloud API.

mosandlt/Bosch-Smart-Home-Camera-Tool-MCP

CI CD Generator AI MCP

by csoai-org

CI CD Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/ci-cd-generator-ai-mcp

JupyterMCP

by try3d

Enables AI agents to create, read, edit, and execute Jupyter notebook cells, manage kernels, and connect to remote Jupyter servers.

Try3D/JupyterMCP

gdb-mcp

by traver88

Enables AI assistants to control GDB debugger via MCP protocol for local and remote debugging, supporting CTF Pwn, crash analysis, and ELF inspection.

traver88/gdb-mcp

solar-mcp

by qso-graph

MCP server for space weather and HF propagation conditions — live solar flux, Kp index, DSCOVR solar wind, X-ray flux, alerts, 27-day forecast, and band-by-band outlook through any MCP-compatible AI assistant.

qso-graph/solar-mcp

portfolio-drift-mcp

by odanree

Wraps portfolio-drift-agent as MCP tools, letting LLM clients audit a portfolio of projects against GitHub conversationally.

odanree/portfolio-drift-mcp

content-research-mcp

by wjddusrb03

Combines Naver DataLab trends, blog/news search, translation, and Unsplash images into a single research pipeline for content creators. Generates comprehensive research reports from a single query.

wjddusrb03/content-research-mcp

MifosX Self Service MCP

by openmf

Enables AI-driven banking workflows through secure interaction with Apache Fineract/MifosX Self-Service APIs, including authentication, account management, loans, savings, and transfers.

openMF/mcp-mifosx-self-service

ctrader-mcp-server

by akinabudu

A standalone Model Context Protocol (MCP) server that enables AI assistants to interact with the cTrader trading platform.

akinabudu/ctrader-mcp-server

rugguard-mcp

by dbe006

MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on tokens, with paid tools for token scanning and pre-trade verification, and a free metrics resource.

dbe006/rugguard-mcp

Australian Bureau of Statistics

by bigred97

Ask Claude "What's the unemployment rate in NSW?" and get a real answer. Wraps the Australian Bureau of Statistics API with plain-English tools and curated mappings for 10 economic indicators (unemployment, inflation, wages, GDP, housing, population).

Bigred97/abs-mcp

frame-check-mcp

by clarethium

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

Clarethium/frame-check

mcp-google-gmail

by mindmadelab

A Python-based MCP server that bridges MCP-compatible clients with the Gmail API, enabling AI-driven email management through natural language commands.

MindMadeLab/mcp-google-gmail

mcp-server-sqlite

by madnh

Model Context Protocol (MCP) server for SQLite database operations

madnh/mcp-server-sqlite

nesift-mcp

by scottgl9

MCP server for local semantic search over web content, enabling AI agents to ingest, index, and query pages with hybrid retrieval and token budget control.

scottgl9/nesift

lmwharton/sieve-mcp

by lmwharton

vc analyst for pitch deck to memo gen

lmwharton/sieve-mcp

FastDomainCheck

by bingal

Provides bulk domain registration status checking through WHOIS and DNS queries, supporting up to 50 domains simultaneously with dual verification methods for reliable availability assessment.

bingal/fastdomaincheck-mcp-server

CPersona

by cloto-dev

Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword), confidence scoring via Reciprocal Rank Fusion, episodic/profile memory, and 16 tools. Zero LLM dependency. Works standalone with Claude Desktop and Claude Code. MIT licensed.

Cloto-dev/cloto-mcp-servers

Douyin & Xiaohongshu Content Extractor

by ashinh

Extracts content from Douyin and Xiaohongshu platforms for downloading videos, images, and text with watermark removal capabilities for social media research and content curation workflows.

ashinh/dy-xhs-mcp-server

Crustdata Universal MCP Server

by universal-mcp

Provides a standardized MCP interface for interacting with Crustdata's tools and services.

universal-mcp/crustdata

CyberArk Privilege Cloud MCP Server

by aaearon

Enables privileged access management for CyberArk Privilege Cloud through 53 tools for account management, safe management, platform management, and session monitoring.

aaearon/mcp-privilege-cloud

Ahrefs Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Ahrefs's tools and services through a unified API.

universal-mcp/ahrefs

Feedback Analyzer AI MCP

by csoai-org

Feedback Analyzer AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/feedback-analyzer-ai-mcp

kongen-mcp

by kongen-labs

Connects MCP clients to Kongen Labs' Pattern Intelligence API for reasoning regime detection, structural transfer scoring, and intelligent model routing.

kongen-labs/kongen-mcp

workday-mcp-reference

by krishnagutta

A vendor-neutral reference implementation of a Workday MCP server that enables integration with Workday for employee data, compensation, benefits, time off, org info, inbox tasks, admin operations, and headcount management through natural language.

krishnagutta/workday-mcp-reference

Production MCP Template

by richferry

A production-grade, extensible Python template for building Model Context Protocol servers with support for Streamable HTTP and stdio transports. It provides a structured framework for implementing tools, resources, and prompts with built-in authentication, observability, and background task management.

RichFerry/MCP-Template

Outlook MCP

by dutta-piyush

Enables AI agents to manage Microsoft Outlook emails through the Microsoft Graph API, supporting operations like listing, reading, sending, and moving emails.

dutta-Piyush/custom-outlook-mcp

LNbits MCP Server

by lnbits

Enables AI assistants to manage Lightning wallets through LNbits, including balance checks, invoice creation, payments, and extension operations, all via natural language.

lnbits/LNbits-MCP-Server

Minuet

by minuetai

An MCP server for Minuet — the relationship layer for ERC-8004 AI agents. Exposes Minuet's read-only API as a set of MCP tools so any MCP-compatible client (Claude Desktop, Cursor, Cline, etc.) can query the ERC-8004 agent relationship graph natively.

minuetai/minuet-mcp

decroche-mcp

by casius999

Deterministic MCP server for job-landing pipeline that parses CVs into validated JSON Resume, detects sections, scores parse confidence, and exposes FR/US market profiles to help beat ATS and LLM screeners honestly.

Casius999/decroche-mcp