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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.

22,610 MCPs on the index

Page 397 of 453

43/100
tools pending

Gemina FileTag

by tommyil

Tag, rename, and enrich any PDF or image. One MCP call. Free tier: 1,500 tags/month, no credit card.

tommyil/gemina-mcp

43/100
tools pending

tiny-notion-mcp

by ayanot1

A lightweight Notion MCP server that minimizes token usage by returning Markdown instead of raw JSON, enabling efficient read/write operations on Notion pages.

AyanoT1/tiny-notion-mcp

43/100
tools pending

CRM AI MCP

by csoai-org

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

CSOAI-ORG/crm-ai-mcp

43/100
tools pending

RAGSHIELD

by cognis-digital

RAG corpus poisoning detector that scans for embedding anomalies and backdoor triggers, with an MCP server for AI agent integration.

cognis-digital/ragshield

43/100
tools pending

Kubernetes MCP Server

by dkeeno

An MCP server for generating Kubernetes manifests (deployments, services, configmaps, secrets, ingresses, namespaces) and performing kubectl operations like apply, delete, get, describe, logs, and exec.

dkeeno/kubernetes-mcp-server

43/100
tools pending

postgres-mcp

by mirenqinggege

A Postgres MCP server with index tuning, explain plans, health checks, and safe sql execution.

mirenqinggege/postgres-mcp

43/100
tools pending

guardian-engine

by kaimeilabs

Verifies cooking recipes against professional master standards to ensure technical accuracy and authenticity. Evaluates specific details like cooking techniques, temperatures, and timing for a wide range of global dishes. Provides detailed feedback and authenticity scores to help maintain culinary quality and consistency.

kaimeilabs/guardian-api-docs

43/100
tools pending

mcp-playwright-scraper

by sudinigoutham

An MCP server that scrapes content from web pages, including JavaScript-heavy sites, and converts it into high-quality Markdown. It leverages Playwright for headless browser automation and Pypandoc for clean content conversion.

sudinigoutham/mcp_playwright_scraper

43/100
tools pending

NewJerseyStyle/z3smt-mcp

by newjerseystyle

Enables constraint solving, logical reasoning, and satisfiability checking using the Z3 theorem prover via natural language.

NewJerseyStyle/z3smt-mcp

43/100
tools pending

computer-control-mcp-lands

by songcaiya

Provides comprehensive computer control capabilities including mouse and keyboard automation, screen capture, OCR text recognition, and window management through MCP protocol.

songcaiya/windows-mcp-lands

43/100
tools pending

mofstructure-mcp

by lichman0405

An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) structures, including SBU and ligand identification, guest removal, and COF stacking analysis. It enables AI agents to perform automated chemical informatics and structural characterization on crystal structures via CIF files.

lichman0405/mofstructure-mcp

43/100
tools pending

mimari-ai MCP Server

by uzungridera

Provides AI-powered access to Turkish building regulations, architectural standards, and construction calculation tools via the Model Context Protocol.

UzunGridera/mimari-ai-mcp

43/100
tools pending

AgenticStore

by agenticstore

Open-source AI agent toolkit providing code analysis, security scanning, web search, and persistent memory tools.

agenticstore/agentic-store-mcp

43/100
tools pending

MCP Café

by fungiboletus

Simulates technical discussions with various agent profiles to help solve engineering problems through coffee breaks, walks, or showers.

fungiboletus/mcp_cafe

43/100
tools pending

MCP Travel Planner

by leonavevor

A unified MCP server providing a single entry point to comprehensive travel planning services, including flights, hotels, weather, geocoding, events, and finance, for seamless integration with MCP clients like Claude Desktop.

leonavevor/mcp_travelassistant

43/100
tools pending

sandbox-mcp

by bird

Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtualization.framework, enabling fast command execution (~60ms) and package management without cloud costs.

bird/sandbox-mcp

43/100
tools pending

so-dsc

by nananek

Enables AI assistants to remotely control Sony DSC cameras via the Camera Remote API, supporting live view, shooting, exposure adjustment, zoom, and content management.

nananek/so-dsc

43/100
tools pending

AmanMCP

by aman-cerp

Provides local-first semantic code search with hybrid BM25 and vector embeddings, featuring automatic project indexing and zero-config setup.

aman-cerp/amanmcp

43/100
tools pending

PBIXRay MCP Server

by guyensoto

Enables LLM clients to analyze and interact with Power BI (.pbix) files, providing access to data models, DAX measures, Power Query code, table relationships, and data contents through natural language.

GuyenSoto/pbixray-mcp-server-for-Git

43/100
tools pending

Altium Schematic Parser

by brandons-cs

Parses Altium Designer binary .SchDoc schematic files without requiring Altium software, extracting components, nets, and pins.

brandons-cs/altium-schdoc-mcp

43/100
tools pending

AI Memory Protocol

by bburda

Versioned, graph-based persistent memory for coding agents using Sphinx-Needs with typed entries, relationship tracking, confidence scoring, and stale detection.

bburda/ai_memory_protocol

43/100
tools pending

DEX Pools MCP

by kukapay

An MCP server that provides AI agents with real-time access to DEX liquidity pool data, enabling smarter trading, analytics, and automated strategies.

kukapay/dex-pools-mcp

43/100
tools pending

agentcheckpoint

by erniomaldo

An atomic key-value store for AI agent coordination, ensuring agents always work with the latest state.

erniomaldo/agentcheckpoint

43/100
tools pending

ittybitty MCP server

by sandraschi

Enables AI agents to generate narrated videos from topics or scripts, with stock footage, home videos, or local AI clips.

sandraschi/ittybittyvideos

43/100
tools pending

tuma250-mcp

by yann-j

Enables AI clients to search products, manage shopping carts, and browse order history on the Tuma 250 grocery site in Kigali, Rwanda.

Yann-J/tuma250_mcp

43/100
tools pending

gaslighting-mcp

by nothflare

A fake web search server that generates LLM-powered search results and full articles based on a configurable background story for AI alignment testing. It enables users to simulate a controlled web environment where AI agents interact with fabricated content tailored to a specific narrative.

Nothflare/gaslighting-mcp

43/100
tools pending

Arrakis MCP Server

by abshkbh

Exposes Arrakis VM sandbox functionality to LLMs, enabling sandbox management and command execution.

abshkbh/arrakis-mcp-server

43/100
tools pending

adaptive-agent-mcp

by justforever17

A self-evolving RAG system that enables AI agents to autonomously read and write memory, continuously learning and adapting user preferences, daily logs, and knowledge graphs across applications.

justForever17/adaptive-agent-mcp

43/100
tools pending

graphics-mcp

by lesleslie

Unified MCP server for graphics manipulation with multiple backends.

lesleslie/graphics-mcp

43/100
tools pending

giskard-search

by giskard09

Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required.

giskard09/giskard-search

43/100
tools pending

Garmin Connect China MCP Server

by xinyuxinyuxintaihaohao

Enables AI assistants to read Garmin health and fitness data from the Chinese version (garmin.cn) via MCP protocol.

xinyuxinyuxintaihaohao/garmin-cn-mcp

43/100
tools pending

safari-bookmarks-mcp

by chikingsley

Manage Safari bookmarks through an MCP server, providing tools to list, search, add, remove, and organize bookmarks and folders.

chikingsley/safari-bookmarks-mcp

43/100
tools pending

pyobfus-mcp

by zhurong2020

Model Context Protocol server for pyobfus — the Python obfuscator. Lets Claude Desktop, Claude Code, Cursor, Windsurf, and Zed call pyobfus tools (preflight risk check, zero-config init, reverse stack-trace mapping) directly from an agent conversation.

zhurong2020/pyobfus

43/100
tools pending

navigation-agent-mcp

by j0k3r-dev-rgl

A minimal MCP server providing a normalized API for code navigation and repository inspection through tools like symbol searching and call tracing. It enables AI agents to perform structured analysis of codebases by mapping endpoints, inspecting file trees, and tracing symbol relationships.

j0k3r-dev-rgl/navigation-agent-mcp

43/100
tools pending

MigratorXpress

by arpe-io

Cross-platform database migration between heterogeneous systems with DDL translation and data transfer.

arpe-io/migratorxpress-mcp

43/100
tools pending

CompText MCP

by profrandom92

Pip-installable MCP bridge for OpenCode that provides safe tools to call the CompText Rust CLI for context packing, replay digests, and deterministic context packs, with read-only defaults.

ProfRandom92/comptext-mcp

43/100
tools pending

Kindora-for-ChatGPT MCP server

by wayanvota

A Python FastMCP server that re-exposes Kindora's public funder and grant tools for ChatGPT, enabling grant discovery from IRS 990 filings and Grants.gov.

wayanvota/kindora-chatgpt-mcp

43/100
tools pending

maid-runner-mcp

by mamertofabian

Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, resources, and prompts for AI agents like Claude Code and Aider, enabling seamless integration with AI development workflows.

mamertofabian/maid-runner-mcp

43/100
tools pending

air-blackbox-mcp

by airblackbox

EU AI Act compliance scanner for Python AI agents. Scans, analyzes, and remediates LangChain/CrewAI/AutoGen/OpenAI code across 6 articles with 10 MCP tools including prompt injection detection, risk classification, and fix code generation.

airblackbox/air-blackbox-mcp

43/100
tools pending

persistent-kb-mcp

by 0x67108864

A local-first MCP server providing persistent, searchable knowledge base via SQLite, enabling AI agents to save and recall facts across sessions without cloud dependencies.

0x67108864/persistent-kb-mcp

43/100
tools pending

nano-banana-claude

by tougenrip

An MCP server that provides image generation using Google's Nano Banana Gemini models, with additional tools for background removal, upscaling, and format conversion via deterministic post-processing.

tougenrip/nano-banana-claude

43/100
tools pending

flux-mcp

by converged-computing

Provides agentic MCP tools for the Flux Framework, enabling job submission, management, and resource scheduling for HPC workloads.

converged-computing/flux-mcp

43/100
tools pending

faceit-mcp

by sebazai

Enables AI assistants to query the FACEIT platform for players, matches, hubs, and tournaments through typed MCP tools generated from the FACEIT Data API v4.

sebazai/faceit-mcp

43/100
tools pending

UnrealEngine Bridge

by josephoibrahim

A comprehensive bridge connecting AI agents to Unreal Engine 5.7 through 39 MCP tools for scene manipulation, asset management, and blueprint control. It enables real-time perception and editor automation using the Remote Control API and file-based protocols.

JosephOIbrahim/UnrealEngine_Bridge

43/100
tools pending

Octodamus Market Intelligence

by octodamus

AI consensus market oracle for crypto traders and autonomous agents. BUY/SELL/HOLD signals with 11-signal consensus (RSI, MACD, funding rate, Fear & Greed, congressional trading, Polymarket edges). Ed25519-signed. x402 micropayments on Base.

Octodamus/octodamus-core

43/100
tools pending

memanto-mcp

by geoffsdesk

Typed semantic memory for Claude. Memory with opinions, designed for regulated B2B agents.

geoffsdesk/memanto-mcp

43/100
tools pending

dld-mcp

by level09

Enables querying 1.6M+ Dubai Land Department sales transactions and 9.5M+ Ejari rental contracts with flexible filters by area, property type, bedrooms, and date range.

level09/dld-mcp

43/100
tools pending

XMind AI MCP

by master-frank

Enables conversion of multiple file formats (Markdown, HTML, Word, Excel, etc.) to XMind mind maps with AI-powered analysis for structure optimization and quality assessment.

Master-Frank/XmindMcp

43/100
tools pending

habari-mcp

by gabrielmahia

MCP server for Kenya civic information — Kenya Gazette, government tenders, open data, parliament tracker, citizen feedback.

gabrielmahia/habari-mcp

43/100
tools pending

zuul-mcp

by clappingmonkey

MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management (enqueue/dequeue/promote), infrastructure visibility, and autohold management. Supports stdio, HTTP, and SSE transports.

clappingmonkey/zuul-mcp

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