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.
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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.
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
ariklapid/pyslang-mcp
by ariklapid
MCP server providing 10 compiler-backed read-only analysis tools for Verilog and SystemVerilog projects.
ariklapid/pyslang-mcp
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
OpenAPI MCP Server
by prompteus-ai
An MCP server proxy that exposes OpenAPI-based APIs.
prompteus-ai/openapi-mcp-server
Reexpress Model-Context-Protocol (MCP) Server
by reexpressai
Reexpress Model-Context-Protocol (MCP) Server
ReexpressAI/reexpress_mcp_server
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
aliengiraffe/spotdb
by aliengiraffe
Ephemeral data sandbox for AI workflows with guardrails and security
aliengiraffe/spotdb
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
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
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
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
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
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
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
GenomeMCP
by eldergenix
Enables AI agents to query clinical genomics databases, retrieve supporting literature, analyze population genetics, and visualize biological pathways.
Eldergenix/GenomeMCP
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
Mallory MCP Server
by malloryai
MCP Server for mallory.ai intelligence
malloryai/mallory-mcp-server
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
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
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
Clipboard Vision
by capetlevrai
Clipboard image analysis and OCR for text-only AI models using Groq Llama-4 Scout vision.
capetlevrai/clipboard-vision-mcp
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
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
YouTube Transcript
by adhikasp
Fetch and analyze YouTube video transcripts.
adhikasp/mcp-youtube
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
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
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
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
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
registry
by biocontext-ai
The BioContextAI Registry for biomedical MCP servers
biocontext-ai/registry
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
Tengu
by rfunix
Turns Claude into a penetration testing copilot with 80 security tools, safety controls, and automatic reporting.
rfunix/tengu
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
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
KyaniteLabs/mcp-video
by kyanitelabs
MCP for video editing through ffmpeg
KyaniteLabs/mcp-video
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