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The MCP Trust Index.

M8ven's public index of MCPs we've independently looked at. M8ven Verified is our verification program — each MCP can earn one or more tiers (behavior, code, or publisher).

M8ven Verified — three independent tiers

Behavior Verified

We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.

Code Verified

We inspected the source code and checked that its capabilities match what the tool descriptions claim.

Publisher Verified

The author of the MCP submitted it and confirmed ownership. Pairs with behavior or code for full trust.

Each MCP can earn one, two, or all three tiers independently.

39,570 MCPs on the index

Page 802 of 792

41/100
tools pending

SkillMCP

by nventimiglia

Serves project-specific skills and behavioral rules to AI agents via MCP, enabling automatic injection of behavioral rules and on-demand knowledge for coding assistants like Claude Code and Gemini CLI.

NVentimiglia/SkillsMCP

41/100
tools pending

Ai-Agents-Starter-Kit

by venkatnvs

Simple AI agents Stater kits

Venkatnvs/Ai-Agents-Starter-Kit

41/100
tools pending

OpenStack LightSpeed MCPs

by openstack-lightspeed

Exposes the full openstack and oc CLIs as MCP tools with read-only by default, dynamic/static credentials, and DNS rebinding protection.

openstack-lightspeed/rhos-mcps

41/100
tools pending

KiCad MCP Server (IPC API)

by lmaag182

Controls a running KiCad 9+ instance via the official IPC API, enabling board edits, queries, and exports without reload.

lmaag182/kicad_mcp_server_ipc

41/100
tools pending

mcp-keap

by saxyguy81

An MCP server for interacting with Keap CRM, enabling contact and tag management, batch operations, custom fields, and advanced query optimization.

saxyguy81/mcp-keap

41/100
tools pending

Aerodrome Swap MCP Server

by protagolabs

Integrates with the Aerodrome Swap API to enable token swaps, pool information retrieval, price queries, and quote generation via the MCP framework.

protagolabs/aerodrome-swap-mcp

41/100
tools pending

rag_mcp

by mmer547

Enables retrieval-augmented generation by allowing LLMs to search documents in a local folder using vector similarity, supporting multiple file formats.

mmer547/rag_mcp

41/100
tools pending

AI BBS

by recursiverabbit

An MCP server that enables direct AI-to-AI communication through a bulletin board system featuring semantic search, thread management, and cryptographic identity verification. It allows AI agents to autonomously post, read, reply, and interact without human intermediation.

RecursiveRabbit/AI_BBS

41/100
tools pending

Modular RAG MCP Server

by bye-666

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.

Bye-666/RAG-MCP-SERVER

41/100
tools pending

MCP File Analyzer

by cindygao8

An MCP server that enables the analysis of CSV and Parquet files by providing tools for statistical summaries, data previews, and structure exploration. It allows users to query local datasets and create sample data using natural language.

CindyGao8/MCP

41/100
tools pending

USDA Nutrition MCP Server

by zen-apps

Provides access to USDA FoodData Central database, enabling food search, nutrition details, and comparison for dietary analysis via MCP.

zen-apps/mcp-nutrition-tools

41/100
tools pending

corpusiq

by corpusiq

Cross-source attribution across 37+ business tools. True ROAS in 14 seconds. Not a dashboard. A decision.

CorpusIQ/corpusiq-docs

41/100
tools pending

pygdbmi-mcp-server

by cnitlrt

Enables dynamic debugging with GDB via the MCP protocol, allowing LLMs to execute GDB commands, manage breakpoints, control execution, and inspect program state.

cnitlrt/pygdbmi-mcp-server

41/100
tools pending

Discord MCP Server

by erinlkolp

Enables direct interaction with Discord servers to send messages, read channel history, and post rich embeds through natural conversation. It provides tools for listing channels and managing communication within Discord guilds using the Model Context Protocol.

erinlkolp/discord-mcp-server

41/100
tools pending

CL Razorpay MCP Server

by asthetech

Integrates with Razorpay's payment infrastructure to manage orders, process payments, handle refunds, and query settlements via the Model Context Protocol. Features stateless, multi-tenant architecture with secure per-request authentication using API keys.

AStheTECH/mewcp-razorpay

41/100
tools pending

alex-llm/attAck-mcp-server

by alex-llm

Query and retrieve information about various adversarial tactics and techniques used in cyber atta…

alex-llm/attAck-mcp-server

41/100
tools pending

redshift-mcp-server

by amitds1997

Redshift MCP server, but using username and password

amitds1997/redshift-mcp-server

41/100
tools pending

chohi22TEST

by chohi22

MCP 서버 테스트

chohi22/mcp

41/100
tools pending

WeChat Official Account MCP Server

by jungley8

Enables management of WeChat Official Accounts by supporting draft creation, image uploads, and content publishing via the MCP protocol. It provides tools for interacting with the WeChat API, including secure token caching and draft list management.

Jungley8/mcp4agent

41/100
tools pending

Illustrator MCP Server

by slashprint

Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claude to execute ExtendScript, manage document structures, and export artboards. It provides integrated tools for logo and icon design, including access to curated color palettes and professional design guidelines.

slashprint/illustrator-mcp

41/100
tools pending

MCP SQL Server Data Warehouse Connector

by josuedotcom

Enables AI assistants to interact with SQL Server Data Warehouses using natural language for automatic schema discovery and report generation. It ensures security by restricting operations to read-only SELECT queries through both code validation and database permissions.

Josuedotcom/mcp-sql-server-dw

41/100
tools pending

Universal Dev MCP

by kallusuvaidyam

Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) with 15+ universal tools for shell, file, git, logs, Docker, tests, and more.

kallusuvaidyam/universal_mcp

41/100
tools pending

Azure DevOps Bug Tracker for GitHub Copilot Agent (MCP)

by ninjaboy249

Integrates GitHub Copilot Agent with Azure DevOps to fetch, analyze, and report bug data, allowing you to query bugs, generate dashboards, and export reports via natural language.

Ninjaboy249/azure-devops-copilot-bugs

41/100
tools pending

gdt-api-gateway

by zac37

腾讯广点通API网关服务,通过MCP工具调用广点通报表、账户等核心接口,支持安全认证和参数修复。

zac37/mcp-gdt-api-gateway

41/100
tools pending

AutoFabric MCP Server

by abrarwarunkar

Agent orchestration platform with MCP server integration providing tool interfaces via stdio and direct connections using the official MCP Python SDK.

abrarwarunkar/autofabric

41/100
tools pending

MySQL MCP Server

by microsnow

A Model Context Protocol service that enables AI assistants to directly query and manage MySQL databases through natural language. It supports SQL execution, schema inspection, and atomic transactions for comprehensive database interaction.

microsnow/MySQL-MCP-Server

41/100
tools pending

Apify Store API MCP Server

by johnisanerd

Enables querying the Apify Store to retrieve structured data on public Actors including pricing, usage trends, ratings, and categories. Integrates with AI agents for market research and competitor tracking.

johnisanerd/Apify-Store-API

41/100
tools pending

Abhi-Nexus MCP Server

by free4hny

Autonomous news intelligence system that fetches articles from 20+ tech sources, ranks them with AI, generates summaries in English and Hindi, and delivers a curated email digest daily, exposed as an MCP server for interaction via any MCP-compatible client.

free4hny/abhi-nexus

41/100
tools pending

antientropy-mcp

by alejoacelas

Provides access to over 140 articles from the AntiEntropy Resource Portal covering nonprofit governance, compliance, and HR policies. It enables users to search, browse categories, and read full article content through an MCP-compatible client.

alejoacelas/antientropy-mcp

41/100
tools pending

NSAF (Neuro-Symbolic Autonomy Framework)

by ariunbolor

Enables AI systems to evolve and optimize neural network architectures through self-constructing meta-agents that adapt to different problem domains using TensorFlow-powered evolutionary algorithms.

ariunbolor/nsaf-mcp-server

41/100
tools pending

google-connections-mcp

by michaelzrork

Provides AI assistants with access to Google Workspace APIs including Sheets, Calendar, Gmail, Tasks, Drive, and Docs. Enables full CRUD operations and management of Google services through natural language.

michaelzrork/google-connections-mcp

41/100
tools pending

Document Tools

by sunilrana1978

Enables document conversion and processing through an MCP server interface for AI assistants.

Sunilrana1978/MCP

41/100
tools pending

local-stdio-mcp

by huandao-gonglu

A minimal and extensible local MCP server that provides core utilities like ping and echo alongside a file search tool integrated with the Everything CLI. It enables fast local file searching and service testing through a standardized stdio transport layer.

huandao-gonglu/myMcp

41/100
tools pending

emacsclient-mcp

by bimawa

An MCP server that provides LLMs with direct access to Emacs via its server protocol, offering 22 tools for editing, search, buffer management, and a PR review agent.

bimawa/emacsclient-mcp

41/100
tools pending

Hermes Terminal Dashboard

by antunesls

MCP server that enables an AI agent to display rich Markdown content on a physical monitor connected to a headless Linux device via a Textual/Rich TUI.

antunesls/matrixui-hermes-mcp

41/100
tools pending

agentic-mcp-server

by jsxtech

Enables a fully local multi-agent AI system with 45 specialized agents and 50 predefined workflows via MCP, powered by Ollama and requiring no internet.

jsxtech/agentic-mcp-server

41/100
tools pending

CreateOS MCP

by nodeops-app

Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, environments, security, billing.

NodeOps-app/skills

41/100
tools pending

Daytona Playwright MCP Server

by jamesmurdza

An MCP server that enables users to control a full Chrome browser running in a Daytona cloud sandbox, allowing web browsing, interaction, and screenshot capture through Claude or other MCP clients.

jamesmurdza/playwright-daytona-mcp-server

41/100
tools pending

Golden Egg TW Holdings MCP

by joehwang

Enables AI agents to query Taiwan stock holdings across multiple brokerages including Fubon, SinoPac, MasterLink, and E.SUN. It provides a standardized interface for accessing portfolio data and brokerage accounts through the Model Context Protocol.

joehwang/goldenegg-tw-holdings-mcp

41/100
tools pending

Arthas MCP Proxy

by narcissux

Enables dynamic SSH connection to servers for real-time JVM diagnostics using Arthas, allowing operations like thread dump, heap inspection, and method watching through MCP tools.

narcissux/arthas-mcp-proxy

41/100
tools pending

stac2026

by ktg-one

Personal AI infrastructure gateway orchestrating memory, workflow automation, knowledge retrieval, and skill discovery as a unified MCP stack.

ktg-one/mcp

41/100
tools pending

Food Delivery MCP Server

by gonzalo-cordova-pou

Enables users to search restaurants, view menus, place orders, and check order status via a local MCP server using Firestore.

gonzalo-cordova-pou/food_delivery_mcp

41/100
tools pending

Solvitor Mcp

by adeptus-innovatio

A Model Context Protocol (MCP) server for interacting with the Solvitor API. This server provides tools to access the AI-powered platform that helps developers extract IDL files from closed-source Solana smart contracts and decompile them.

Adeptus-Innovatio/solvitor-mcp

41/100
tools pending

knowledge-mcp

by isaiahdupree

Serves locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Knowledge) to MCP agents, enabling listing, searching, and fetching documents without GitHub authentication.

IsaiahDupree/knowledge-mcp

41/100
tools pending

SAP Datasphere MCP Server

by mariodefelipe

Production-ready MCP server that enables AI assistants to seamlessly interact with SAP Datasphere environments for real tenant data discovery, metadata exploration, analytics operations, ETL data extraction, database user management, data lineage analysis, and column-level data profiling.

MarioDeFelipe/sap-datasphere-mcp

41/100
tools pending

Law7 MCP

by mikhashev

Provides AI assistants with up-to-date legal documents from official sources, enabling accurate legal information retrieval and analysis.

mikhashev/law7

41/100
tools pending

ScreenPilot

by mtehabsim

Enables LLMs to take full control of your device by providing screen automation tools for capturing, clicking, typing, and scrolling, ideal for automation and education.

Mtehabsim/ScreenPilot

41/100
tools pending

Gmail

by 3vening

Gmail MCP server for managing multiple Gmail accounts with keychain-secured OAuth credentials.

3vening/gmail-mcp

41/100
tools pending

MCP J-Link Server

by gghammer

Enables AI to directly control SEGGER J-Link embedded debug probes via the Model Context Protocol for debugging and firmware management. Users can perform tasks like reading registers, analyzing memory, flashing firmware, and tracking RTT logs using natural language commands.

gghammer/MCP_JLINK

41/100
tools pending

CL Razorpay MCP Server

by curious-layer

Integrates with Razorpay's payment infrastructure to manage orders, process payments, handle refunds, and query settlements via the Model Context Protocol. Features stateless, multi-tenant architecture with secure per-request authentication using API keys.

Curious-Layer/cl-mcp-razorpay

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