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.
vmware-vks
AI-powered VMware vSphere with Tanzu (VKS) management. Create and manage Supervisor Namespaces and TanzuKubernetesClusters with 20 MCP tools.
zw008/VMware-VKS
VNStock MCP Server
Provides access to Vietnam stock market data including real-time quotes, historical prices, company financials, trading statistics, mutual fund information, and exchange rates through the vnstock library.
ariesanhthu/mcp-server-vietnam-stock-trading
Loki MCP Server
An MCP server for querying Grafana Loki directly with a discovery-first workflow — labels, values, series, and LogQL queries without requiring Grafana.
incu6us/loki-mcp-server
Obsidian MCP Server
Enables AI assistants to interact with local Obsidian vaults through direct filesystem access for reading, creating, and managing notes. It features high-performance SQLite indexing for fast searches, regex support, and tools for organizing tags and links without requiring additional plugins.
adrienthebo/obsidian-mcp
Claude Team MCP Server
Enables Claude Code to orchestrate a team of independent Claude Code sessions within iTerm2 for parallel task execution and isolated git worktree management. It provides tools to spawn, monitor, and message worker sessions while maintaining full visibility and control over their terminal windows.
Martian-Engineering/maniple
Miles0sage/twitter-mcp
Enables AI agents to interact with Twitter/X through Playwright browser automation without requiring an official API key. It provides tools for posting content, searching tweets, reading feeds, and managing social interactions like follows and likes.
Miles0sage/twitter-mcp
Bluesky MCP Server
Enables AI agents to interact with Bluesky social network through optimized, token-efficient tools for posting, replying, searching, and managing social relationships. Features Windows-compatible implementation with context cleanup to minimize LLM token consumption.
Dataojitori/mcp-server-bluesky-py
Online Judge MCP Server
Provides tools for AI agents to interact with the Orange Juice Online Judge API by managing problems and code submissions. Users can list problems, retrieve detailed descriptions, submit source code, and track submission status through natural language.
wangicheng/oj-mcp-server
MegaCloud MCP Server
Model Context Protocol (MCP) Server for MegaCloud.
megaease/megacloud-mcp
Fusion 360
Controls Autodesk Fusion 360 CAD operations including sketching, 3D modeling, assemblies, and file export through a local bridge add-in.
anonimus124/fusion-mcp
PCB Parts MCP Server
Enables searching and filtering over 1.5 million electronic components across JLCPCB, Mouser, and DigiKey using parametric queries and smart parsing. It supports finding alternative parts, accessing pinout data, and downloading KiCad footprints directly through AI coding assistants.
Averyy/pcbparts-mcp
estait-app
dansever/estait-app
Telephony MCP Server
Enables LLMs to make voice calls and send SMS messages through the Vonage API, allowing AI assistants to perform real-world telephony operations with support for speech recognition and multi-language conversations.
Vonage-Community/telephony-mcp-server
ssh-mcp
Enables AI assistants to execute shell commands and transfer files via SFTP across remote servers using existing SSH configurations. It supports parallel execution on server groups and provides built-in safety warnings for potentially destructive commands.
blackaxgit/ssh-mcp
Memory Search MCP Server
Persistent memory system for AI agents that records episodic memories with care-weighting and emotional valence, and provides full-text search with temporal chaining and automatic consolidation.
CSOAI-ORG/memory-search-mcp
mcp-server-naver-search
Search Naver (Korea's #1 search engine) for shopping prices, real-time news, and blogs. Perfect for Korean local information.
uju777/mcp-server-naver-search
neo4j-server-remote
Enables interaction with Neo4j graph databases through Cypher queries, supporting both read and write operations, schema exploration, and remote database connections via SSE or STDIO transport protocols.
dsimile/mcp-neo4j-server-sse
SCB Open Data
Provides access to Statistics Sweden's PxWebApi v2 for browsing, searching, and retrieving Swedish statistical data.
ashwinvis/scb-opendata-mcp
Corrode MCP Server
A coding MCP Server written in Rust
fourlexboehm/corrode-mcp
CouchDB MCP Server
Provides tools for interacting with CouchDB databases, enabling document management, Mango search queries, and database administration. It allows Claude Code and other MCP clients to perform CRUD operations and manage indexes on local or remote CouchDB instances.
andyfe76/couchdb_mcp
Email Server
Enables email management through IMAP and SMTP protocols, supporting reading, sending, replying to emails with proper threading, and downloading attachments. Supports multiple email accounts with flexible configuration options.
Code-MonkeyZhang/email-mcp-app
Kubernetes
Provides a bridge between Kubernetes clusters and AI systems for monitoring, troubleshooting, and managing resources like pods, deployments, and services without requiring direct kubectl access.
briankscheong/k8s-mcp-server
SWMM-MCP
An MCP server that provides a toolbox for interacting with EPA SWMM stormwater models, enabling users to analyze model data and interpret results through LLM-driven tools. It assists stormwater modelers in understanding hydraulic systems and modeling behavior using natural language interfaces.
kLabUM/SWMM-MCP-PUB
Claude Memory MCP Server
Provides a tiered, persistent memory architecture for Claude to automatically capture and retrieve user preferences, facts, and conversation history across sessions. It supports semantic search and seamless integration with the Claude desktop application using the Model Context Protocol.
towan912/claude-memory-mcp-cf
fiverr-mcp-server
MCP server for searching Fiverr gigs, comparing freelancer packages, reading seller reviews, and exploring service categories. Provides structured tools for gig search, details, seller profiles, reviews, and category browsing with built-in anti-bot handling.
KyuRish/fiverr-mcp-server
Labs64/NetLicensing-MCP
The official NetLicensing MCP Server is a natural language interface that enables agentic applications to manage the full software licensing lifecycle in Labs64 NetLicensing 👉🏼 without writing a single API call.
Labs64/NetLicensing-MCP
Axiom-hub
Persistent decision memory and contradiction detection for AI coding agents. Enforces architectural consistency across sessions — the agent cannot code until it loads prior decisions. Human resolves conflicts on a dashboard or in chat.
varunajaytawde28-design/smm-sync
GraphQL Schema Embedder MCP Server
Indexes GraphQL schemas using embeddings to enable semantic search of types and fields for fast lookup. It allows LLMs to discover relevant schema signatures and execute queries against live GraphQL endpoints.
ThoreKoritzius/graphql-mcp-server
jessicayanwang/frankfurtermcp
Fetch latest and historical currency exchange rates from Frankfurter. Convert amounts between curr…
jessicayanwang/frankfurtermcp
Obsidian MCP Server
Provides LLM agents with comprehensive access to Obsidian vaults via the official Obsidian CLI bridge. It enables users to read, search, and modify notes, tasks, properties, and plugins while the Obsidian desktop app is running.
Storks/obsidian-mcp
Hovsteder/powersun-tron-mcp
TRON Energy & Bandwidth marketplace for AI agents — 27 MCP tools for buying/selling resources, DEX swaps, and automated energy management via Streamable HTTP.
Hovsteder/powersun-tron-mcp
cv-forge-mcp
MCP server for generating professional ATS-friendly CVs as PDF/DOCX from AI conversations. Auto-manages a Docker container with a visual editor for layout customization.
Guid-Lab/cv-forge-mcp
MCP Appointment Booking Server
An MCP server that enables users to book, cancel, reschedule, and list appointments through natural language interactions. It uses YAML configurations for agent behavior and function logic to manage appointment data and availability.
Manish-Awase/MCP-Appointment-Booking-Server
Interactive Brokers MCP Server
Provides tools for interacting with Interactive Brokers Gateway to access market data, account summaries, and portfolio positions. It enables users to perform contract lookups, retrieve historical OHLCV bars, and view real-time quotes through natural language interfaces.
henrysouchien/ibkr-mcp
Conclave MCP
Provides access to multiple frontier LLM models (GPT, Claude, Gemini, Grok, DeepSeek) for consulting a "conclave" of AI perspectives, enabling peer-ranked evaluations and synthesized consensus answers for important decisions.
stephenpeters/conclave-mcp
Obsidian MCP Server
MCP server enabling AI agents to perform natural knowledge discovery and analysis across Obsidian vault
pmmvr/obsidian-api-mcp-server
solana-mcp-server
MCP server giving AI agents access to Solana blockchain data. 7 tools: wallet balances, transaction history, token prices (Jupiter + CoinGecko), token metadata, DeFi yields (Raydium + Orca), and token safety checks (RugCheck scores, holder concentration, insider detection).
AiAgentKarl/solana-mcp-server
Literature Manager MCP
An MCP server for organizing research papers, books, and digital sources by tracking reading progress and taking structured notes. It enables AI assistants to manage literature databases and link sources to specific concepts within a knowledge base.
Amruth22/literature-manager-mcp
SimpleMCP
Proof of concept for cloudflare worker mcp server
arbuthnot-eth/simpleMCP
SQL Server MCP
Enables AI assistants to interact with Microsoft SQL Server databases through query execution, schema discovery, CRUD operations, stored procedures, and data export with built-in safety controls.
bpamiri/pymssql-mcp
Kolada MCP Server
Provides access to Sweden's comprehensive municipal and regional statistics database with semantic search capabilities. Enables natural language queries against thousands of Key Performance Indicators covering various aspects of Swedish public sector data.
aerugo/kolada-mcp
Skill-to-MCP
Converts AI Skills (following Claude Skills format) into discoverable resources, enabling automatic skill discovery from configurable directories with metadata parsing and file access tools for building domain-specific knowledge repositories and structured workflow collections.
biocontext-ai/skill-to-mcp
Marketing Automation MCP Server
Enables AI-powered marketing campaign management across Google Ads, Facebook Ads, and Google Analytics with automated budget optimization, AI-generated ad copy, audience segmentation, and real-time performance analytics.
Mohit4022-cloud/Marketing-Automation-MCP-Server
WebShift
Denoised web search — fetch, clean, and rerank web content for AI agents with strict size budgets.
x-hannibal/webshift
Clockify MCP Server
Enables AI assistants to interact with the Clockify API for managing time entries, timers, and team management tasks. It provides tools for searching time records, tracking project hours, and performing high-level analysis like overtime detection and weekly summaries.
KeithHanson/clockify-mcp
GitHub MCP Server
everyday series assignment
ds231/MCP-server
asqav-mcp
AI agent governance through MCP - policy enforcement, quantum-safe audit trails (ML-DSA), multi-party authorization, and compliance reporting for AI agents.
jagmarques/asqav-mcp
aoirint_mcping_server
Headless status monitor with HTTP JSON API for Minecraft Bedrock/Java server
aoirint/aoirint_mcping_server
sek-fx-mcp
En Model Context Protocol-server (MCP) som kopplar en LLM till Riksbankens API för kronans växelkurs.
bromaniac/sek-fx-mcp
JIRA MCP Server
Enables Claude AI to interact with JIRA for project management and issue tracking, supporting JQL queries, comprehensive issue details retrieval with subtasks and linked issues, and release planning analysis.
rajsodhi-2/jira-mcp-server
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