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.
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MCP SVG Animator
by romilly
Enables creating and iterating on animated SVG diagrams from text input, photos of sketches, and YAML specifications, with support for shapes, connections, SMIL animations, and file output.
romilly/mcp-svg-animator
USPTO Patent MCP Server
by arbajian
Enables access to USPTO patent data through multiple APIs including patent search, prosecution history, PTAB proceedings, and patent litigation. Provides 52 tools across six data sources.
arbajian/odp-patent-mcp
evc-team-relay-mcp
by entire-vc
Read, search, and write Obsidian vault notes via Team Relay collaborative server. Supports shared folders, real-time sync, and AI agent access.
entire-vc/evc-team-relay-mcp
second-brain-mcp
by ddmanyes
Self-maintaining personal knowledge database — MCP server with figure-level search, auto-wikilinks, and Ebbinghaus-based memory compression
ddmanyes/second-brain-mcp
Homelab MCP Server
by washyu
Enables AI assistants to manage homelab infrastructure through automated service installation (Jellyfin, Pi-hole, Ollama, Home Assistant, Frigate NVR), VM operations, AI accelerator support (MemryX, Coral TPU, Hailo-8), and Terraform state management with SSH-based discovery and deployment.
washyu/homelab_mcp
Terraform MCP Server
by dkeeno
Enables generating, validating, planning, and applying Terraform configurations to manage infrastructure through natural language.
dkeeno/terraform-mcp-server
Muapi
by samuraigpt
Access 400+ generative AI models directly from your AI assistant — generate images (FLUX, Midjourney, GPT-4o), create videos (Veo3, Kling), make music (Suno), and enhance photos, all via a single MCP server.
SamurAIGPT/muapi-mcp-server
PTC-MCP
by gallanoe
Enables Claude Code to perform programmatic tool calling by executing Python scripts that interact with multiple MCP servers in a single round-trip. This reduces latency and token consumption by keeping intermediate tool results within the local Python runtime instead of the conversation context.
gallanoe/ptc-mcp
mcp-solana-ico
by waifuai
Simplified MCP server for managing Solana ICOs with multiple bonding curves, token pricing, and buy/sell functionality.
waifuai/mcp-solana-ico
apex-500/email-mcp-server
by apex-500
Sends and reads emails via SMTP and IMAP with templated email support, inbox search, and statistics.
apex-500/email-mcp-server
memory-mcp-ce
by symbiomind
Persistent semantic memory for AI agents using PostgreSQL and vector embeddings, enabling cross-session continuity and semantic search.
symbiomind/memory-mcp-ce
necl-hn-mcp
by adjacentai
Provides AI agents with access to Hacker News data including top stories, story details, comment threads, and full-text search for content research and trend monitoring.
adjacentai/necl-hn-mcp
Mealie MCP Server
by mdlopresti
Enables AI assistants to interact with Mealie for recipe management, meal planning, and shopping list operations. Supports searching and managing recipes, creating meal plans, and generating shopping lists from recipes or meal plans.
mdlopresti/mealie-mcp
SIFTAgent
by abhishek2f24
An MCP server that transforms Claude Code into an autonomous DFIR analyst by providing typed, audited forensic tools for disk, memory, timeline, registry, and IOC analysis on the SANS SIFT Workstation.
abhishek2f24/siftagent
hermes-computer-use
by noah3521
Pixel-level browser automation MCP server that drives a real Chrome browser using screenshots as vision input and OS-level mouse/keyboard as output, evading anti-bot detection.
Noah3521/hermes-computer-use
cyntrisec
by cyntrisec
A local-first AWS security tool that uses graph theory to discover attack paths (e.g., Internet → Role → DB) and prioritize remediations. It allows agents to perform read-only security audits and generate Terraform fixes without data exfiltration.
cyntrisec/cyntrisec-cli
artefact-mcp-server
by alexboissav
Revenue intelligence MCP server: RFM analysis, 14.5-point ICP scoring, pipeline health scoring. Embeds Artefact Formula methodology. HubSpot integration.
alexboissAV/artefact-mcp-server
mcp-activecampaign
by alexlaguardia
Enables AI assistants to manage ActiveCampaign CRM, marketing automation, and contact data via 33 tools including contacts, deals, tags, automations, pipelines, custom fields, campaigns, accounts, and webhooks.
AlexlaGuardia/MCP-Activecampaign
markdown-mcp
by gal-gilor
Splits Markdown documents into hierarchical sections with parent-child and sibling relationships, enabling structured document access for AI assistants.
Gal-Gilor/markdown-mcp
abl030/pfsense-mcp
by abl030
An MCP server that gives AI agents full control over pfSense firewalls via the REST API v2, with 677 tools covering firewall rules, NAT, VPN, services, routing, certificates, users, diagnostics, and more.
abl030/pfsense-mcp
mitm-mcp
by mplogas
MCP server for network-level TLS interception and IoT security testing. Orchestrates mitmproxy and tshark to intercept traffic from devices connecting to a WiFi access point, automatically flagging credentials, API keys, and certificate pinning failures.
mplogas/mitmproxy-mcp
mcp
by alokverma18
Provides MCP servers for GitHub API operations and SQL database queries, enabling users to interact with GitHub repositories and databases through natural language.
alokverma18/mcp
Xee-mcp
by aiyo28
Enables AI assistants to search X posts and read user timelines without API costs, using cookie authentication.
Aiyo28/Xee-mcp
RedPanal MCP Server
by audio-research-projects
Enables interaction with the RedPanal audio platform to list, detail, download, and upload audio files.
audio-research-projects/redpanal-mcp-server
mcp-server-ads
by cbyrohl
An MCP server for the NASA Astrophysics Data System (ADS) that enables searching, citation graph traversal, and bibliography management for astrophysics literature. It provides tools for computing citation metrics, resolving astronomical object names, and managing paper libraries through natural language.
cbyrohl/mcp-server-ads
ChatGPT MCP Plus
by yowmamasita
Enables AI assistants to send prompts to and receive responses from the ChatGPT desktop app on macOS, including starting new conversations.
yowmamasita/chatgpt-mcp
Vaikora Guard MCP
by data443
Enforces deterministic policies on AI agent tool calls, evaluating actions against compliance modules (SOC 2, HIPAA, GDPR, etc.) and returning ALLOW, BLOCK, or CONSTRAIN decisions with an audit trail.
Data443/vaikora-guard-mcp
handshake-mcp-server
by sudhxnva
Enables AI assistants to connect to Handshake to search jobs, browse employers, explore events, and pull student or employer profiles.
sudhxnva/handshake-mcp-server
serial-mcp
by qarnet
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscriptions, port allowlist.
qarnet/serial-mcp
Git Commit MCP Server
by surajfale
Enables AI assistants to create conventional Git commits, update changelogs, and optionally push changes to remote repositories.
surajfale/git-mcp-server
crossmem
by jamiemoles
Unified search across all Claude Code and Gemini CLI memories, enabling AI assistants to recall and save cross-project knowledge via an MCP server.
jamiemoles/crossmem
MCP Odoo Bridge Server
by aadilakbar
Enables AI assistants to interact with Odoo data using natural language to search, read, create, and update records. It acts as a secure bridge between MCP clients and Odoo instances version 17.0 through 19.0.
aadilakbar/ad-mcp-bridge-server
Upstox MCP Server
by ravikant1918
A MCP server exposing Upstox market, technical, and account data as MCP tools for AI agents.
ravikant1918/mcp-server-upstox
minecraft-diagnostic-mcp
by monasik
An external MCP server for diagnosing Minecraft servers via backup analysis, local runtime, or Docker runtime, offering tools for plugin inspection, log analysis, configuration linting, and performance diagnostics.
Monasik/minecraft-diagnostic-mcp
Kasm MCP Server v2
by roguedev-ai
Enables AI agents to manage and interact with Kasm Workspaces containerized desktop infrastructure, providing tools for session management, command execution, file operations, and user management via the Model Context Protocol.
roguedev-ai/kasm-mcp-server-v2
IX64MCP
by lowcort1sol
Connects AI agents to IDA Pro and x64dbg for unified static and dynamic reverse engineering, enabling coordinated analysis, debugging, and patch planning through a local MCP daemon.
lowcort1sol/ida-x64dbg-mcp
AWS EKS MCP Server
by dkeeno
Enables creating and managing AWS EKS clusters via Terraform, including VPC, node groups, add-ons, and kubectl configuration.
dkeeno/eks-mcp-server
VeriSIFT
by zenidp
Read-only MCP server for autonomous, spoliation-proof disk-image triage with self-correcting verification loop.
Zenidp/verisift
huetension mcp
by leporel
Extract palettes from images, generate harmonies, gradients, random palettes; Check WCAG and APCA contrast; Suggest nearest passing OkLCH lightness; Simulate color-blindness; Convert and sort colors across formats (hex / RGB / HSL / OkLCH / …)
leporel/huetension
Minecraft Server MCP
by ver-zhzh
Enables AI assistants to interact with and manage Minecraft servers through a standardized interface, supporting server monitoring, player management, log analysis, and command execution.
Ver-zhzh/MCP-For-Minecraft-Server
OpenRefine MCP Server
by fiquemsabendo
Enables MCP-capable clients to interact with OpenRefine's HTTP API for creating projects, applying operations, exporting CSV, and deleting projects.
FiquemSabendo/openrefine_mcp
oncallhealth-mcp
by rootly-ai-labs
MCP server for On-Call Health burnout analysis. Connects AI assistants to your on-call data for workload insights.
Rootly-AI-Labs/mcp-on-call-health
computer-control-mcp-enhanced
by gzmagyari
Enhanced MCP server for full computer control: mouse, keyboard, screenshots, OCR, deep UI automation, semantic element actions, process management, filesystem watching, and accessibility-aware app launching.
gzmagyari/computer-control-mcp
MCP File Edit
by patrickomatik
Provides comprehensive file system operations including reading, writing, searching, patching, code analysis, SSH transfers, and git operations, while aiming to reduce token usage in Claude Desktop.
patrickomatik/mcp-file-edit
wandb-mcp-server
by caentzminger
Query and analyze your Weights & Biases data using natural language through the Model Context Protocol.
caentzminger/wandb-mcp-server
Obsidian MCP Server
by nbaradar
Turn your Obsidian vaults into structured context sources for Claude Desktop with multi-vault support, heading-based editing, and token-efficient search.
nbaradar/obsidian-mcp-server
TrainingPeaks MCP Server
by tildecomunicacion
Enables AI assistants like Claude to interact with TrainingPeaks, allowing users to query workouts, build structured intervals, track fitness trends, and add comments through natural language, with automatic secure login.
tildecomunicacion/trainingpeaks_mcp
Winnipeg City MCP Server
by nhannpl
Provides access to real-time Winnipeg Transit data and 311 City Services, enabling AI assistants to plan trips, check bus arrivals, and search for reported city issues. It allows users to interact with city infrastructure data and transit schedules through natural language.
nhannpl/wpg-city-mcp
mpesa-mcp
by gabrielmahia
MCP server for East African fintech APIs — trigger M-Pesa STK Push payments, check transaction status, send SMS to 20+ African networks, and top up airtime via Africa's Talking.
gabrielmahia/mpesa-mcp
mcp-acronym-lookup
by unitvectory-labs
A lightweight, configuration-driven MCP server that ingests a CSV of acronyms and initialisms to expose a lookup tool for their full meanings and descriptions.
UnitVectorY-Labs/mcp-acronym-lookup
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