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.
Instagram MCP Server
An MCP server that integrates with Instagram's Graph API to enable AI-driven management of Instagram Business accounts. It provides tools for fetching profile data, publishing media, analyzing engagement metrics, and managing direct messages.
jlbadano/ig-mcp
TrendRadar
A real-time news and hot spot aggregation server that monitors multiple platforms like Weibo, Zhihu, and Bilibili. It enables AI assistants to fetch, filter, and analyze trending topics through the Model Context Protocol for personalized information tracking.
lizouzt/TrendRadar
PenTest MCP Server
An AI-powered penetration testing server that integrates over 30 security tools with Groq LLM analysis for automated vulnerability scanning, triage, and reporting. It enables users to perform comprehensive security assessments through natural language natively within Claude Desktop.
MohitSahoo/MCPToolForWebVulnerabilities-
Nano Banana MCP Server (CLIProxyAPI Edition)
Provides AI-powered image generation through Google's Gemini models (Flash and Pro) with intelligent model selection, aspect ratio control, and support for both direct Gemini API and CLIProxyAPI proxy routing.
ion-aluminium/nanobanana-mcp-cliproxyapi
text-to-model
Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.
mikan-atomoki/text-to-model
Xiaohongshu (XHS) Creator Toolkit
An automation toolkit that enables AI-driven content publishing and creator data analysis for Xiaohongshu via the MCP protocol. It supports automated posting of image and video notes, cookie management, and performance metric tracking through natural language conversations.
aki66938/xhs-toolkit
Linkerd2 MCP
An MCP server over the Linkerd2 Proxy API
eli-nomasec/linkerd2-mcp
AI Survey Creator MCP Server
MCP server for creating AI-moderated interviews and surveys, deployable with shareable links
feedbk-ai/feedbk-mcp-server
MCP Screenshot Server
Enables capturing screenshots and annotating images with boxes, arrows, text, highlights, and other shapes, plus editing features like blur, crop, and resize with flexible export options.
aamar-shahzad/mcp-screenshot-server
NHL
Integrates with NHL data sources to provide real-time game updates, player stats, and league standings for sports analysis and fantasy hockey applications.
carsonjones/nhl-go
NOUZ MCP Server
MCP Server for local knowledge management. Semantic + keywords + tags
KVANTRA-dev/NOUZ-MCP
Mcp Server Malaysia Prayer Time
A Model Context Protocol (MCP) server for Malaysia Prayer Time data
amanasmuei/mcp-server-malaysia-prayer-time
Keyboard Maestro MCP Server
An advanced macOS automation toolkit that enables AI clients to directly control a machine through deep integration with Keyboard Maestro. It provides a comprehensive suite of tools for executing macros, managing variables, and performing complex system automation with enterprise-grade security.
Nexus-Digital-Automations/Keyboard-Maestro-MCP-2
Memory Bank MCP
An MCP server that enables persistent memory, structured thinking sessions, and project-based knowledge management for Claude. It includes specialized coding tools for package discovery and reinvention prevention by validating code against existing libraries and APIs.
spideynolove/memory-bank-mcp
Codex LSP Bridge
Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grade semantic navigation including go-to-definition, find references, hover info, and symbols across multiple programming languages (Python, Rust, C/C++, TypeScript/JavaScript, React, HTML, CSS).
CesarPetrescu/lsp-mcp
MCP Files
Provides a secure, constrained filesystem workspace for LLM agents to manage files, notes, and code artifacts via stdio or remote HTTP. It features granular access controls, including extension whitelisting, storage quotas, and immutable paths for safe automated file operations.
tspspi/mcpfiles
mcp_news
Repositório com um MCP-Server que traz um resumo de notícias, mas só se tiver a senha correta da tool
marioluciofjr/mcp_news
MCP
The mcp service collection, including aliyun cli and aliyun log, mysql, redis, and the se service of the common tool collection
LikeRainDay/mcp
SeedreamMCP
ByteDance Seedream AI image generation and editing (style transfer, background change, virtual try-on) with multiple models, multi-resolution up to 4K, and streaming delivery.
AceDataCloud/SeedreamMCP
BioPython MCP Server
Provides comprehensive BioPython capabilities for biological sequence analysis, alignment, database access (GenBank, UniProt, PubMed), protein structure analysis, and phylogenetics through a Model Context Protocol interface for AI-assisted bioinformatics workflows.
kmaneesh/biopython-mcp
SiliconFlow Voice Transcription
Provides voice transcription capabilities by processing audio files with the FunAudioLLM/SenseVoiceSmall model, returning text with confidence scores for AI workflows.
aio-2030/mcp-audio
Hydrata - ANUGA Flood Simulation
Run ANUGA flood simulations, track progress, and retrieve results on Hydrata Cloud.
Hydrata/hydrata-mcp-server
Video Quality MCP Server
Enables comprehensive video quality analysis including metadata extraction, GOP structure analysis, quality metrics comparison (PSNR, SSIM, VMAF), artifact detection, and transcoding effect assessment through FFmpeg-based tools.
hlpsxc/video-quality-mcp
QuantConnect MCP Server
Enables AI assistants to interact with QuantConnect's algorithmic trading platform to create projects, write trading strategies, run backtests, perform optimizations, and deploy algorithms to live trading through the QuantConnect API.
mymanish9-code11/QuantConnect-mcp-server
gloria-mcp
MCP server for Gloria AI curated crypto news. Provides curated, real-time cryptocurrency news digests, recaps, and search.
cryptobriefing/gloria-mcp
Datadog MCP Server
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline management, service logs analysis, metrics querying, monitor and SLO management, service definitions retrieval, and team management through Claude and other MCP clients.
shelfio/datadog-mcp
giskard-memory
Pay-per-use semantic memory for AI agents with cryptographic attestation. Vector embeddings with SHA256 commitment, secp256k1 signature, and Lightning invoice.
giskard09/giskard-memory
mcp-email-server
IMAP and SMTP via MCP Server
ai-zerolab/mcp-email-server
智睦云打印
调用官方智睦云打印服务(any.webprinter.cn),支持查询打印机、上传本地文件、创建漫游打印任务、直接打印到指定设备,以及分别更新单双面、颜色、份数和纸张等打印参数。
zimsoft/webprinter-mcp
Recruitment AI MCP
This MCP server provides hiring automation tools for recruitment processes. It enables users to generate job descriptions, score CVs, create interview questions, benchmark salaries, and draft offer letters through natural language interactions.
CSOAI-ORG/recruitment-ai-mcp
Databricks SQL
Databricks Unity Catalog SQL query execution and schema exploration.
benkeeley9/databricks-sql-mcp
Gemini Media
Generates videos and images using Google VEO 3.1 and Gemini Imagen 3 with async job management, multi-resolution support, and prompt engineering skills.
alihsh0/gemini-media-mcp
GeoSight MCP Server
Production-ready satellite imagery analysis server that enables natural language queries for Earth observation data, including land cover classification, vegetation monitoring, water detection, change detection, and automated environmental reporting.
armaasinghn/geosight-mcp
Roba Labs MCP Server
Provides a comprehensive robotics information hub with details on frameworks like ROS and Gazebo, robot types, and curated learning resources. It enables AI assistants to access offline robotics documentation and development roadmaps without external API dependencies.
Tairon-ai/roba-labs-mcp
Vestaboard MCP Server
Enables control of Vestaboard displays through cloud and local APIs, allowing users to send messages, read current displays, and manage animation effects. It provides tools for automatic text-to-character-code formatting and supports various transition strategies for message display.
lintility/vestaboard-mcp
Clink MCP Server
Enables agentic coordination by connecting humans and AI agents through group messaging, project tracking, and milestone management. It provides tools for consensus voting, progress checkpoints, and multi-session collaboration across various agentic platforms.
Voxos-ai-Inc/clink-mcp-server-python
smriti
A lightning-fast, self-hosted knowledge store and memory layer for AI agents
Smriti-AA/smriti
doc2md
Converts PDF, DOCX, and PPTX documents to clean Markdown text with support for batch conversion and automatic format detection.
benkeeley9/doc2md
wzrdbrain MCP Server
A physics-aware inline skating combo generator that models moves as state transitions to ensure sequences are executable and flow naturally. It allows users to generate custom skating routines and browse a catalog of wizard-style tricks.
nazroll/wzrdbrain-mcp
Anything-to-NotebookLM
An MCP server that automates converting diverse content sources like WeChat articles, YouTube videos, and various document formats into AI-generated outputs such as podcasts and slide decks via Google NotebookLM. It integrates specialized tools for web scraping, OCR, and file transformation to facilitate seamless content generation through natural language.
joeseesun/anything-to-notebooklm
Aviation Stack MCP
This is a mcp server for aviationstack flight APIs
mohitatust/aviation_stack_mcp
Blue Prince Architect Notes (MCP Server)
MCP Server for local notes while playing through Blue Prince
myungbeans/blueprince-mcp
MidOS Research Protocol
104 high quality skill packs across 20+ tech stacks. 1,284 curated chunks. 104 validated discoveries. Every piece reviewed, cross-validated, and myth-busted.
MidOSresearch/midos
PabloLec/KeyProbe-MCP
Audit certificates and keystores to surface expiry risks, weak algorithms, and misconfigurations.…
PabloLec/KeyProbe-MCP
mcp-k8s
A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.
silenceper/mcp-k8s
Civitai MCP Server
Enables interaction with the Civitai API to search for AI models, browse images, and access creator information. It provides tools for filtering models by popularity, rating, or type and retrieving detailed version metadata.
waura/civitai-mcp-server
SerpApi MCP Server
Integrates with SerpAPI and YouTube to provide comprehensive search capabilities across Google Search, News, Scholar, Trends, Finance, Maps, Images, YouTube, and transcript retrieval for AI assistants.
URDJMK/serpapi-mcp-server
AIFP
Database-driven FP enforcement and project management.
aryanduntley/aimfp
GoThreatScope
Go-based SBOM, vulnerability, and secret scanner with MCP support.
anotherik/GoThreatScope
MCP Creator Growth
An interactive learning assistant that helps developers understand AI-generated code changes through quizzes and blocking learning sessions. It tracks and searches debugging experiences using RAG to ensure users build long-term technical understanding rather than just copy-pasting solutions.
SunflowersLwtech/mcp_creator_growth
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