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.
Pixeltable MCP Server (Developer Edition)
An experimental multimodal AI data infrastructure that allows users to manage tables, run local AI analysis like object detection, and automate data workflows. It includes an interactive Python REPL and introspection tools for exploring Pixeltable functions directly through Claude or Cursor.
pixeltable/mcp-server-pixeltable-developer
mcp-server
Huaweicloud Services MCP Server
HuaweiCloudDeveloper/mcp-server
Structured
MCP server and CLI tool for the Structured task management app, enabling AI-driven task creation and management via browser store integration.
alvin0412/structured-cli
homebutler
All-in-one homelab management MCP server. Docker monitoring, volume backup/restore (with compose and env files), Wake-on-LAN, network scanning, and multi-server SSH management.
Higangssh/homebutler
Open Targets Platform MCP
Enables AI assistants to interact with the Open Targets Platform API to search and retrieve comprehensive data about target-disease associations, drugs, genes, and drug discovery information through GraphQL queries.
opentargets/open-targets-platform-mcp
VulnMCP
An MCP server for vulnerability management that provides tools for automated severity and CWE classification using NLP models. It enables AI agents to query the Vulnerability Lookup API for detailed CVE information and search for security vulnerabilities across various sources.
vulnerability-lookup/VulnMCP
AgentWard
Open-source permission control plane for AI agents — scan, enforce, and audit every tool call with code-level policies that prompt injection can't bypass.
agentward-ai/agentward
Paper Search
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, and IACR. Fetch PDFs and extract full text to accelerate literature reviews. Get consistent metadata for easier filtering, citation, and analysis.
adamamer20/paper-search-mcp-openai
Video Edit (MoviePy)
MoviePy-based video editing server that provides comprehensive video and audio processing capabilities including trimming, merging, resizing, effects, format conversion, YouTube downloading, and text/image overlays through an in-memory object store for chaining operations efficiently.
aditya2755/video-edit-mcp
Lore Agent
A self-improving knowledge agent that provides local retrieval, web research, and structured answer synthesis for Claude Code and VS Code Copilot via MCP. It enables AI tools to manage a project-specific knowledge lifecycle through automated research and indexing.
zfy465914233/lore-agent
BankSync
Connects AI agents to bank accounts, transactions, balances, investments, and loan data across 15,000+ financial institutions.
banksynchq/banksync-mcp
LightCMS
Lightweight content management system for websites, built for the AI era
jonradoff/lightcms
pdfmux
PDF extraction that actually works. The only extractor that audits every page. #2 on opendataloader-bench. 5 MCP tools for AI agents: metadata, convert, analyze, batch, structured extraction.
NameetP/pdfmux
Lightning Enable MCP
MCP server that enables AI agents to make autonomous Bitcoin Lightning Network payments using the L402 protocol. Agents can pay for API access, purchase resources, and complete transactions without human intervention — invoice comes in, sats go out, done.
refined-element/lightning-enable-mcp
cmd-line-mcp
A secure Model Context Protocol server that allows AI assistants to execute terminal commands with controlled directory access and command permissions. It features a robust security architecture including whitelisting, session IDs, and categorized command levels to ensure safe system interaction.
wwqdrh/MCPcmd
Academia MCP
Academia MCP server
IlyaGusev/academia_mcp
ClickUp CLI
A token optimised ClickUp CLI with built in MCP server that provides an efficient way to get data from ClickUp without consuming large amounts of LLM context
nicholasbester/clickup-cli
knowledge-mcp
An MCP server that enables AI agents to query specialized, domain-specific knowledge bases built using the LightRAG framework for enhanced retrieval-augmented generation. It allows for managing and searching knowledge graphs and vector embeddings to provide accurate, context-aware information during an AI assistant's reasoning process.
olafgeibig/knowledge-mcp
Qlik Sense
Integrates with Qlik Sense Enterprise through Repository and Engine APIs to enable querying data models, managing applications and users, extracting table data, and automating reload tasks for business intelligence workflows.
bintocher/qlik-sense-mcp
Dida365 MCP Server
Enables AI assistants to manage Dida365 tasks and projects, including creating, updating, and searching for items through natural language. It supports advanced queries for overdue or high-priority tasks across various MCP-compatible clients.
Martinqi826/dida-mcp
zereight/gitlab-mcp
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more
zereight/gitlab-mcp
Planning Center Online API and MCP Server Integration
Planning Center Online MCP Server
jake-ccnh/pco-mcp
Memwright
Embedded memory for AI agents with SQLite, pgvector semantic search, and Neo4j graph traversal fused via Reciprocal Rank Fusion.
bolnet/agent-memory
Unity AI Bridge
Remote-control Unity Editor from AI IDEs via file-based IPC with 62 tools covering scene, GameObject, asset, profiler, and test operations.
butterlatte-zhang/unity-ai-bridge
RustChain + BoTTube MCP Server
Provides AI agents with access to the RustChain Proof-of-Antiquity blockchain and BoTTube video platform for managing RTC token wallets and interacting with AI-generated content. It enables users to perform blockchain transactions, search for videos, and monitor network statistics through natural language.
Scottcjn/rustchain-mcp
Blockscout
Integrates with Blockscout APIs to provide blockchain data access including address balances, token holdings, NFT collections, transaction details, smart contract ABIs, and ENS name resolution across multiple networks with caching optimization and decoded transaction analysis.
blockscout/mcp-server
Charles MCP Server
Integrates Charles Proxy with MCP clients to provide real-time and historical network traffic capture and structured analysis. It features a summary-first approach that filters noise and desensitizes data for efficient, low-token agent debugging and monitoring.
heizaheiza/Charles-mcp
JCR Journal Partition MCP Server
Provides access to journal partition tables, impact factors, and warning lists from Chinese Academy of Sciences and JCR databases. Enables searching, comparing journals, analyzing partition trends, and checking journal warning status across multiple years.
yosh3289/jcr_mcp
Web Browser
Integrates web browsing capabilities for realtime data retrieval, content extraction, and task automation using popular Python libraries.
blazickjp/web-browser-mcp-server
Alphavantage
Integrates with the Alphavantage API to provide access to real-time stock market data and financial information.
calvernaz/alphavantage
MCP YouTube Extract
Enables extraction of YouTube video information including metadata (title, description, channel, views) and transcripts without requiring an API key, using yt-info-extract and yt-ts-extract libraries.
sinjab/mcp_youtube_extract
AWS Sage
Integrates with AWS services through natural language commands, enabling resource querying and management across multiple profiles and regions via boto3 and FastMCP framework.
arunsanna/aws-sage-mcp
ProxyPin MCP Server
Exposes ProxyPin's local network capture history to MCP-capable clients for searching, analyzing, and detailing captured HTTP traffic. It enables users to perform API structure analysis and generate client-side code directly from captured requests.
ElonJask/proxypin-mcp
blend-ai
An MCP server that enables AI assistants to control Blender through 108 specialized tools for 3D modeling, animation, and rendering. It provides a secure, thread-safe interface to execute validated operations in Blender using natural language commands.
HoldMyBeer-gg/blend-ai
Grasshopper MCP
Enables AI-powered computational design in Rhino/Grasshopper with ML-based automatic layout optimization, component clustering, performance prediction, and real-time code execution in running Rhino instances.
dongwoosuk/rhino-grasshopper-mcp
VSCode Workspace
Integrates with VSCode to provide real-time workspace access, enabling file reading, code analysis across multiple languages, command execution, and automatic detection of recently accessed files and active projects.
alpermdr/vscode_mcp_python
Package Version Check
A MCP server that returns the current, up-to-date version of packages you use as dependencies in a variety of ecosystems, such as Python, NPM, Go, or GitHub Actions. It also supports looking up the latest versions of almost 1000 tools, such as development runtimes like python, node, dotnet, development tools like gradle, and various DevOps tools like kubectl or terraform, via the mise-en-place tool. Supported ecosystems / tools: - Developer ecosystems: NPM, PyPI, NuGet, Maven / Gradle, Go, PHP
MShekow/package-version-check-mcp
functype-mcp-server
MCP server for functype documentation lookup and TypeScript code validation
jordanburke/functype
FAOSTAT
UN Food and Agriculture Organization statistics for 245 countries — crops, trade, food security, and emissions via 21 tools.
berba-q/faostat-mcp
MCPHubs
A unified gateway and web dashboard that aggregates multiple MCP servers into a single Streamable HTTP endpoint. It supports stdio, SSE, and HTTP protocols, featuring optimized tool exposure modes to reduce token consumption for AI clients.
7-e1even/MCPHubs
RequestRepo MCP
An MCP server providing complete access to the RequestRepo toolset for managing HTTP requests, DNS configurations, files, and pings. It enables users to capture, inspect, and share web requests and DNS records directly through AI clients.
hofill/RequestRepo-MCP
SUMO-MCP Server
Connects LLMs to Eclipse SUMO traffic simulation, enabling AI agents to automate traffic network generation, demand modeling, signal optimization, simulation execution, and real-time TraCI control through natural language.
XRDS76354/SUMO-MCP-Server
Deephaven MCP
Enables AI assistants to interact with Deephaven real-time data systems, allowing natural language queries, script execution, and management of both Community Core and Enterprise deployments for live data analysis and streaming workflows.
deephaven/deephaven-mcp
Linux Desktop MCP Server
Enables AI assistants to interact with native Linux desktop applications through AT-SPI2 accessibility interfaces. Provides semantic element targeting, natural language search, and automation capabilities (clicking, typing, keyboard shortcuts) across GTK, Qt, and Electron applications.
BeckhamLabsLLC/linux-desktop-mcp
CrateDB MCP Server
Connects AI assistants to CrateDB clusters to enable natural-language Text-to-SQL, data analysis, and documentation retrieval. It allows users to manage database operations, troubleshoot cluster issues, and query information through conversational prompts.
crate/cratedb-mcp
pyxel-mcp
An MCP server for the Pyxel retro game engine that enables AI models to autonomously run, verify, and iterate on retro game programs. It includes tools for visual verification through screenshots, sprite and layout analysis, and audio rendering.
kitao/pyxel-mcp
Plotting MCP Server
Transforms CSV data into beautiful visualizations including line charts, bar graphs, pie charts, and world maps. Returns base64-encoded PNG images optimized for AI chat interfaces and assistants.
StacklokLabs/plotting-mcp
JVLink MCP Server
Enables natural language queries and analysis of Japanese horse racing data from JRA-VAN without writing SQL. Supports analyzing race results, jockey performance, breeding trends, and track conditions through conversation with Claude.
miyamamoto/jvlink-mcp-server
LionScraper
LionScraper MCP + CLI + API service
dowant/lionscraper-mcp
NASA API
Integrates with NASA APIs to provide real-time astronomical data, space weather information, Earth imagery, and exoplanet research capabilities without requiring technical knowledge of NASA's API structure.
ancode666/nasa-mcp
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