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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

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

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

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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.

22,617 MCPs on the index

Page 359 of 453

46/100
35 tools

Agoric Dev MCP Server

by agoric

Provides AI assistants with a comprehensive toolkit for developing, testing, and deploying smart contracts on the Agoric blockchain. It supports key Agoric features such as the Zoe contract framework, ERTP asset handling, and cross-chain orchestration patterns.

Agoric/agoric-dev-mcp

46/100
4 tools

Google Search Engine MCP Server

by eivs

Enables Google search queries and webpage content extraction through an MCP server deployed on Cloudflare Workers. Supports single and batch webpage content extraction with integrated OAuth authentication.

Eivs/google-search-engine-mcp

46/100
tools pending

ckb

by nyxcore-systems

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

nyxCore-Systems/ckb

46/100
12 tools

KeyStack

by nzt108-dev

Local dashboard and MCP server that maintains a live project registry and skill library, enabling coding agents to pull project context and automatically update status, stack, and next steps.

nzt108-dev/keystack

46/100
tools pending

AI-Kline MCP Server

by quantmlresearch

MCP server for A-share stock technical analysis and AI prediction, enabling LLM-based interaction to analyze stocks.

QuantMLResearch/AI-Kline

46/100
tools pending

Serverless Web MCP Server

by bnusunny

An MCP server that enables LLM coding agents to deploy web applications to AWS serverless infrastructure, supporting backend, frontend, and fullstack deployments.

bnusunny/serverless-web-mcp-server

46/100
6 tools

Sovereign Universal Memory MCP

by nnaveenraju

Provides a persistent, vendor-neutral memory layer that allows AI tools and agents to share context and knowledge across different platforms while maintaining local data ownership. It enables users to store, recall, and manage structured memories through hybrid semantic search and automated context assembly.

nnaveenraju/sovereign-universal-memory-mcp

46/100
2 tools

liqi888/mcp-server-processon-node

by liqi888

Generates ProcessOn mind maps from Markdown content. Provides tools to check API key validity and create mind maps.

liqi888/mcp-server-processon-node

45/100
tools pending

spotify-mcp

by veridyia

An MCP server that enables users to control Spotify playback, search music, and manage playlists through natural conversation. It is updated for the February 2026 Spotify Web API changes and supports full playlist CRUD operations.

verIdyia/spotify-mcp

45/100
tools pending

Open WebUI MCP Server

by troylar

Exposes Open WebUI's admin APIs as tools, allowing AI assistants to manage users, groups, models, knowledge bases, and chats. It enables comprehensive administrative control and resource discovery while respecting the platform's native permission and authentication systems.

troylar/open-webui-mcp-server

45/100
tools pending

Overleaf MCP Server

by younesbensafia

Enables MCP clients to manage Overleaf projects via Git sync, including listing, reading, writing, and syncing files.

YounesBensafia/overleaf-mcp-server

45/100
tools pending

BoardGameGeek

by kkjdaniel

BGG MCP provides access to BoardGameGeek and a variety of board game related data through the Model Context Protocol. Enabling retrieval and filtering of board game data, user collections, and profiles.

kkjdaniel/bgg-mcp

45/100
tools pending

agent-dispatch

by ginkida

MCP server + CLI that lets Claude Code agents delegate tasks to agents in other project directories. Multi-agent orchestration: parallel dispatch, sessions, async jobs, agent dialogues.

ginkida/agent-dispatch

45/100
tools pending

SeekLink

by simonsysun

Local-first Markdown vault retrieval for agents. Read-only MCP stdio server exposing search, get, status, and doctor over Obsidian-compatible Markdown with hybrid BM25/vector/wikilink/title retrieval and first-class CJK support.

simonsysun/seeklink

45/100
tools pending

Context-Engineering-for-Multi-Agent-Systems

by denis2054

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.

Denis2054/Context-Engineering-for-Multi-Agent-Systems

45/100
tools pending

Maya MCP

by gimbalgoats

A local Model Context Protocol server for controlling Autodesk Maya, providing typed tools for scene, modeling, animation, and more without Maya imports in the server process.

GimbalGoats/GG_MayaMCP

45/100
tools pending

ariklapid/pyslang-mcp

by ariklapid

MCP server providing 10 compiler-backed read-only analysis tools for Verilog and SystemVerilog projects.

ariklapid/pyslang-mcp

45/100
tools pending

mcp-config-manager

by holstein13

Manage MCP server configs across Claude, Gemini & other AI systems. Interactive CLI for server enable/disable, preset management & config sync.

holstein13/mcp-config-manager

45/100
tools pending

OpenAPI MCP Server

by prompteus-ai

An MCP server proxy that exposes OpenAPI-based APIs.

prompteus-ai/openapi-mcp-server

45/100
tools pending

Reexpress Model-Context-Protocol (MCP) Server

by reexpressai

Reexpress Model-Context-Protocol (MCP) Server

ReexpressAI/reexpress_mcp_server

45/100
tools pending

mem0-mcp-selfhosted

by elvismdev

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

elvismdev/mem0-mcp-selfhosted

45/100
tools pending

aliengiraffe/spotdb

by aliengiraffe

Ephemeral data sandbox for AI workflows with guardrails and security

aliengiraffe/spotdb

45/100
tools pending

Oh My KEGG MCP

by martinuslee

An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genomes (KEGG) database, offering 30 tools for searching and analyzing biological data like pathways, genes, and compounds. It supports integration with LangChain and Ollama to enable LLMs to interact with comprehensive genomic and chemical datasets.

martinuslee/oh-my-kegg-mcp

45/100
tools pending

Memento Vault

by sandsower

Provides persistent knowledge capture and retrieval for coding agents. Enables searching the vault, storing notes, capturing sessions, and reading notes via MCP tools.

sandsower/memento-vault

45/100
tools pending

cn-financial-mcp

by ccq1

Provides access to Chinese mainland financial data including A-stock quotes, financial statements, industry analysis, and macroeconomics through 42 MCP tools, with automatic data source fallback and no API key required.

ccq1/cn-financial-mcp

45/100
tools pending

gemini_mcp

by shenyunhuan

A bridge that connects the Model Context Protocol to the Gemini CLI via the Agent Client Protocol (ACP) for high-performance, stateful AI interactions. It enables MCP clients to leverage Gemini's autonomous capabilities, including multi-modal support and built-in tool execution, without cold-start overhead.

shenyunhuan/gemini_mcp

45/100
tools pending

eda-agent

by salitronic

Open-source MCP server for Altium Designer. 290+ tools for schematic, PCB, library & project automation over a persistent DelphiScript bridge: design review, audits, SVG render, connectivity-driven auto-placement, panelization, and an autonomous design-plan executor. Apache-2.0.

salitronic/eda-agent

45/100
tools pending

hive-mcp

by saikodi

Transforms idle LAN machines into a unified compute cluster for AI agents to offload CPU-intensive tasks like simulations and backtesting. It provides a broker-worker architecture that integrates with MCP-compatible tools to distribute workloads across a local network.

saikodi/hive-compute-mcp

45/100
tools pending

miro-mcp-server

by olgasafonova

MCP server for controlling Miro whiteboards with AI assistants. Create and manage stickies, shapes, frames, connectors, and more.

olgasafonova/miro-mcp-server

45/100
tools pending

GenomeMCP

by eldergenix

Enables AI agents to query clinical genomics databases, retrieve supporting literature, analyze population genetics, and visualize biological pathways.

Eldergenix/GenomeMCP

45/100
tools pending

xiaohongshu-skill

by youhai020616

MCP server for automating Xiaohongshu (RED Note). Publish posts, search content, comment, like, and analyze creator data on China's largest lifestyle social platform.

Youhai020616/xiaohongshu

45/100
tools pending

Mallory MCP Server

by malloryai

MCP Server for mallory.ai intelligence

malloryai/mallory-mcp-server

45/100
tools pending

Epicure MCP Server

by kaikaku-ai

Public, anonymous, read-only MCP server for the Epicure ingredient-embedding model, offering tools for ingredient pairings, flavor profiling, and culinary exploration via cosine similarity and other embedding analyses.

KAIKAKU-AI/epicure-mcp

45/100
tools pending

Weather MCP Server

by isdaniel

Retrieve real-time weather information effortlessly for any city. Get accurate weather updates using a simple command or API call without needing an API key. Enhance your applications with reliable weather data from the Open-Meteo API.

isdaniel/mcp_weather_server

45/100
7 tools

MCP Server LeetCode

by doggybee

A Model Context Protocol (MCP) server for LeetCode that provides access to problems, user data, and contest information through GraphQL

doggybee/mcp-server-leetcode

45/100
tools pending

Clipboard Vision

by capetlevrai

Clipboard image analysis and OCR for text-only AI models using Groq Llama-4 Scout vision.

capetlevrai/clipboard-vision-mcp

45/100
tools pending

CyberChef API MCP Server

by slouchd

Enables LLM clients to encode, decode, and transform data using CyberChef operations via an MCP server that interfaces with the CyberChef API.

slouchd/cyberchef-api-mcp-server

45/100
tools pending

Sephera

by reim-developer

Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bundles, and built-in MCP server.

Reim-developer/Sephera

45/100
tools pending

YouTube Transcript

by adhikasp

Fetch and analyze YouTube video transcripts.

adhikasp/mcp-youtube

45/100
tools pending

Agentic Swarm Marketplace

by hobie1kenobi

MCP server that exposes T54 x402 seller SKUs from OpenAPI as tools: contract triage, audit, and monitoring plus T54 commerce tools. HTTP 402 invoices are paid via x402_broker_client (XRPL / Base USDC depending on env); stdio for Cursor/Claude, Streamable HTTP for hosted use.

Hobie1Kenobi/agentic-crypto-swarm-prototype

45/100
tools pending

pitlane-mcp

by eresende

Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.

eresende/pitlane-mcp

45/100
tools pending

MCP Translation Text

by tianfn

Provides text translation capabilities using the Niutrans API, supporting 455+ languages with code/alias mapping through a language catalog resource.

tianfn/mcp-translation-text

45/100
tools pending

Argus MCP

by lokafinnsw

Enables AI-powered, zero-trust code review with multiple models, supporting single files, git diffs, and multiple files, with security, performance, and architecture checks across 10+ languages.

lokafinnsw/argus-mcp

45/100
tools pending

zettelforge

by rolandpg

ZettelForge is an agentic memory system for cyber threat intelligence that extracts CTI entities, resolves aliases, and builds a knowledge graph, serving past investigations to analysts and Claude Code via MCP.

rolandpg/zettelforge

45/100
tools pending

registry

by biocontext-ai

The BioContextAI Registry for biomedical MCP servers

biocontext-ai/registry

45/100
tools pending

codex-agent-mem

by marcelocaporale

Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context packs, token savings, read-only mode, no external memory server.

MarceloCaporale/codex-agent-mem

45/100
tools pending

Tengu

by rfunix

Turns Claude into a penetration testing copilot with 80 security tools, safety controls, and automatic reporting.

rfunix/tengu

45/100
tools pending

code-index-mcp

by regsorm

Rust-native code index MCP server with first-class 1C:Enterprise (BSL) support. Static binary, no runtime — 25 MCP tools (18 universal + 7 BSL-specific), tree-sitter AST for 10 languages, federation across multiple repos.

Regsorm/code-index-mcp

45/100
tools pending

MCP Translation Text

by niutrans

Provides text translation capabilities powered by NiuTrans API with support for 455+ languages. Includes translation tools and language catalog resources for seamless integration with MCP clients.

NiuTrans/MCP-TextTranslation

45/100
tools pending

KyaniteLabs/mcp-video

by kyanitelabs

MCP for video editing through ffmpeg

KyaniteLabs/mcp-video

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