The MCP Trust Index.

mandarake-surugaya-mcp

by atushi1841

Enables AI agents to search Mandarake auctions and Suruga-ya for used hobby items, and compare prices between the two platforms in real time.

atushi1841/mandarake-surugaya-mcp

fintech-ml-agents

by hishambarakat16

Lightweight ML agents for SQL + RAG in financial services.

hishambarakat16/fintech-ml-agents

telegram-mcp-notify

by hyper-tew

Enables AI coding agents to send structured Telegram notifications for events like questions, plan_ready, final, attention_needed, and error.

hyper-tew/telegram-mcp-notify

mcpui-playground

by n0zom1z0

A runnable lab for comparing plain MCP results, FastMCP Prefab UI, server-interactive MCP Apps, and a raw HTML MCP Apps bridge inside ChatGPT and other compatible hosts.

N0zoM1z0/mcpui-playground

yandex-mail-mcp

by gdigora

MCP server for Yandex Mail that enables reading, searching, sending, and managing emails via IMAP and SMTP.

gdigora/yandex-mail-mcp

Framesleuth

by santoshshinde2012

Local bug-reproduction video analysis tool that processes bug recordings frame-by-frame, producing a structured Bug Context Bundle, and exposes this capability over MCP for use by coding agents like VS Code and Claude.

santoshshinde2012/framesleuth

Databricks Docs MCP Server

by tcrst

Enables semantic search over Databricks docs, API reference, Terraform provider docs, and knowledge base via tools like search_databricks_docs and research.

tcrst/databricks-docs-mcp

Ceveto MCP Server

by ceveto

Enables AI agents to interact with the Ceveto business management API through MCP, with permission-filtered tools and secure Ed25519 authentication.

Ceveto/mcp-server

kb-rag-mcp

by n1khll

Standalone MCP server exposing agentic-RAG tools (hybrid search, article retrieval, category listing) over a pgvector-backed knowledge base with bearer-token auth, designed for deployment on Render.

n1khll/kb-rag-mcp

NGS360 MCP Server

by ngs360

Exposes the NGS360 bioinformatics platform REST API as MCP tools, enabling AI assistants to manage sequencing runs, projects, workflows, and more through natural language.

NGS360/mcp-server

netscan MCP Server

by elweth-sec

MCP server that enables Claude to perform network scans using netscan, supporting discovery, remote access, Windows/AD, web, DNS, database, and network service scanners via natural language commands.

elweth-sec/netscan-mcpserver

Wellness Planner

by rwking

Integrates simulated health data and task management to provide energy-aware scheduling based on calculated readiness scores. It allows users to query health summaries, manage tasks, and generate optimized daily schedules through a local SQLite database.

rwking/wellness_planner

gsc-mcp

by robertdwhite

Enables programmatic management of Google Search Console properties and IndexNow URL submission for search indexing.

RobertDWhite/gsc-mcp

mcp-mumu

by nnaridz

MCP server to control MuMu Player 12 Android emulator, providing 59 tools for emulator lifecycle, app management, UI automation, screenshots, and more.

nnaridz/mcp-mumu

CBAPI.dev MCP Server

by dbansana

Enables AI agents to search products across affiliate networks, compare commissions, find arbitrage opportunities, and get auto-injected affiliate links via MCP.

dbansana/Cbapi-mcp

jr360-clinicas-mcp

by jimmyjrengifom-glitch

MCP server for demonstrating and selling clinic operational management systems with 6 local tools for generating demo data, classifying WhatsApp messages, calculating revenue loss, and answering objections.

jimmyjrengifom-glitch/jr360-clinicas-mcp

EdStem MCP

by richierish05

Enables querying Ed Discussion posts via Claude. Uses search, Cohere reranking, and thread retrieval to provide cited answers.

RichieRish05/EdStemMCP

blastp_mcp

by altriapendragon49

Wraps NCBI BLAST+ blastp into a FastMCP service for auditable protein homology searches with local output artifacts and structured metadata.

AltriaPendragon49/blastp_mcp

solana-forensics

by glittercowboy

On-chain investigation and analysis tools for Solana blockchain, enabling detection of wash trading, funding source tracing, holder concentration analysis, and MEV/bundle activity identification.

glittercowboy/solana-forensics-mcp

xiaozhi-mcp

by zhouhaojiang

A framework for extending AI capabilities through remote control, calculations, and email operations using the Model Context Protocol. It provides a configuration-driven interface supporting multiple transport types including stdio, SSE, and HTTP.

ZhouhaoJiang/xiaozhi-mcp

Straight Connect

by ai-guru

An MCP server for communication service connectors that currently provides multi-account Telegram integration with granular tool access and security controls. It allows AI models to manage messages, chats, and media across various accounts through a flexible, extensible routing architecture.

AI-Guru/mmxxvi_straight_connect

Sales Analyzer MCP

by sakqo

Sales anomaly detection for a sample café dataset. Enables analyzing weekly sales, product history, and detecting anomalies like closures or pricing glitches.

sakqo/sales-analyzer-mcp

netscope

by davidlb2026

This MCP server enables AI agents to read and search the internet without paid API keys, supporting multiple channels like web, GitHub, RSS, YouTube, and more, with automatic browser escalation and caching.

DavidLb2026/netscope-mcp

sru-mcp

by codefzer

An MCP server that searches library catalogs worldwide using the SRU protocol, enabling bibliographic search without API keys.

codefzer/sru-mcp

MCPKaliServer

by elusivehacker

Connects LLMs to a Kali Linux host over SSH for authorized penetration testing, exposing tools organized by pentest phases (recon, enumeration, exploitation) with scope guardrails.

ElusiveHacker/MCPKaliServer

SSM MCP Server

by brooksian

Model Context Protocol server providing access to Cloudera Streams Messaging Manager (SMM) with support for both standalone and CDP deployments. Enables cluster, broker, and topic management through Claude Desktop.

BrooksIan/SMM-MCP-Server

plane-mcp

by cmet7

An MCP server for the Plane project management platform that enables users to manage workspaces, projects, and work items. It supports full CRUD operations for issues while providing access to cycles, modules, labels, and workflow states.

cmet7/plane-mcp

ComfyUI MCP Server

by m2ai-archive

Enables Claude to generate images through a local ComfyUI instance using Stable Diffusion and SDXL models via natural language. Users can trigger image generation, list available checkpoint models, and monitor the ComfyUI queue status directly from their MCP client.

m2ai-archive/comfyui-mcp

Frigate MCP Server

by jakekeeys

A Model Context Protocol server that enables AI assistants to control and query Frigate NVR via natural language, providing 59 tools for system management, events, cameras, recordings, review, exports, labels, and classification.

jakekeeys/frigate-mcp

jenkins-http-mcp-server

by mdtahmidhossain

Enables interaction with Jenkins servers through HTTP APIs, allowing users to list jobs, trigger builds, view logs, and manage configurations without requiring plugins or admin access.

mdtahmidhossain/jenkins-http-mcp-server

MCP Start App

by nexus-aissam

A comprehensive local file management and system operations server that provides advanced file editing, VSCode-like search capabilities, code formatting and validation, backup management, and safe system command execution with security safeguards.

nexus-aissam/mcp-local

outreach-mcp-server

by arnask11

MCP server that provides tools for cold email outreach, including checking contact history, drafting personalized emails, and retrieving performance summaries from past outreach data.

arnask11/outreach-mcp-server

monzo-mcp

by cvanes

Enables interaction with Monzo bank accounts for balance checking, transaction management, pot operations, and reconciliation through natural language.

cvanes/monzo-mcp

RunArt

by querry-ai

AI-powered running course generator that creates custom routes on Seoul's pedestrian network based on natural language requests (distance, elevation, shape), integrating slope, lighting, and facility data.

Querry-AI/Runnywhere-PlayMCP

rag-mcp

by tyrelcb

Hybrid RAG over Claude Code and Hermes session history via MCP tools for search, ingest, and context injection.

TyrelCB/rag-mcp

raspa-mcp

by lichman0405

Wraps the RASPA2 molecular simulation engine into MCP tools, enabling AI agents to autonomously design, validate, execute, and interpret molecular simulations for porous materials.

lichman0405/raspa-mcp

refinex-mcp

by keithrawlingsbrown

Enables querying live AWS spot price arbitrage signals and suppression logs directly in Claude Code or any MCP-compatible AI tool.

keithrawlingsbrown/refinex-mcp

Selti

by dek1m

A persistent memory server for AI agents using MCP protocol, enabling semantic storage and retrieval of dialogues, documents, and agent states.

Dek1m/selti

lightrag-fastmcp

by leviethung2103

Exposes a FastMCP server that proxies to an existing LightRAG Server API, enabling querying, document insertion, and management of a LightRAG knowledge base through MCP tools.

leviethung2103/lightrag-mcp-server

mu-mcp

by ration

Enables local LLMs to search email via mu, keeping all data on-device for privacy.

ration/mu-mcp

padlet-mcp

by teamsparta-biz

An MCP server wrapping the Padlet REST API, enabling Claude Code to read and write Padlet boards.

teamsparta-biz/padlet-mcp

agentic-ml-studio

by pathummadhusanka

Multi-Agent ML Studio for AI-assisted data analysis and machine learning workflows.

pathummadhusanka/agentic-ml-studio

KenjoyDraw MCP Server

by jiangmuran

Enables AI agents to control pen plotters via MCP tools for text layout, SVG/DXF import, G-code generation, device control, and vision calibration.

jiangmuran/CNCDraw

bbaw-dse-mcp

by telota

Enables natural-language querying of multiple digital scholarly editions, aggregating Schleiermacher digital, Praktiken der Monarchie, and correspSearch into a single MCP endpoint.

telota/bbaw-dse-mcp

MCP Playwright Weather Israel

by rachelmantel

An MCP server that uses Playwright to browse Israeli weather forecasts from weather2day.co.il, allowing LLMs to control a browser to fetch real-time weather data.

RachelMantel/mcp-playwright-weather

GiljoAI MCP

by giljoai

A passive context server that stores product knowledge, generates structured prompts, and coordinates multi-agent workflows via the Model Context Protocol, enabling AI coding tools to share a full picture of the product.

giljoai/giljo-hq

cachyos-mcp

by raindancer118

All-in-one Arch/CachyOS deep system control MCP server. It provides pacman + AUR package intelligence, system updates, and bundles network and sysprobe tools for full machine visibility and control.

Raindancer118/cachyos-mcp