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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Uno MCP Stdio
by agentrix-ai
Local stdio proxy for Uno MCP Gateway that enables MCP clients without OAuth support to securely connect to authenticated remote servers.
agentrix-ai/uno-mcp-stdio
Meme Generator MCP
by t0ster
Generates custom memes with text overlays using pre-configured templates. Supports multiple meme formats with customizable text positioning, fonts, and automatic word wrapping.
t0ster/meme-generator-mcp
Claude MCP Starter
by justdreameritis
A production-ready MCP server template with built-in tools for file search, web fetching, and data transformation, enabling easy customization for Claude Code and Claude Desktop.
JustDreameritis/claude-mcp-starter
klayout-mcp
by aycandv
Read-only MCP server for KLayout that opens GDS/OAS layouts, inspects geometry and hierarchy, renders deterministic PNGs, and runs batch DRC with structured JSON output.
aycandv/klayout-mcp
RegistryTools
by geermrc
A standalone MCP Tool Registry server providing generic tool search and discovery for MCP clients, reducing token consumption and improving tool selection accuracy.
GeerMrc/RegistryTools
nessus_mcp_server
by chanakayaa
Enables AI assistants to manage Nessus vulnerability scans, analyze results, and generate reports through the MCP protocol.
chanakayaa/nessus_mcp_server
RateMySupervisor_MCP
by cjl196
An MCP server that provides access to supervisor evaluations and ratings from urfire.com, allowing users to query academic advisors by name, university, or department. It features intelligent fuzzy matching for supervisor names in both Chinese and Pinyin to ensure accurate search results.
CJL196/RateMySupervisor_MCP
Gift Mate
by leeheewon123
Recommends gifts and drafts messages based on relationship, occasion, budget, and vibe.
LEEHEEWON123/kakao_mcp_server
python-runner
by drahoxx
Execute Python code via subprocess with timeout and error handling, returning stdout, stderr, and exit code.
Drahoxx/python-mcp
UNHCR Population Data MCP Server
by rvibek
MCP server provides access to UNHCR RDF
rvibek/mcp_unhcr
mcp-impo
by daedalus
MCP server for accessing Uruguay's IMPO open data API with SQLite caching. Provides tools to retrieve legal norms, search regulations, and access schema documentation from Uruguay's official legal database.
daedalus/mcp-impo
HSI MCP Server
by 0nri
Retrieves real-time Hang Seng Index data and news headlines with AI-powered summaries from AAStocks, supporting stock quote lookups via symbol or company name.
0nri/hsi-mcp-server
gee-mcp
by kuzhang
Enables downloading satellite imagery from Google Earth Engine as GeoTIFF files, supporting various datasets, bands, and region specification through natural language.
kuzhang/mcp-gee-satellite-download
mdl-train-mcp
by joshuasp
An MCP server for monitoring and managing training jobs on Modal. Built for LLMs that need to check on long-running GPU training without drowning in log output.
JoshuaSP/mdl-train-mcp
ContextKeep
by mordang7
Provides infinite long-term memory for AI agents with persistent, searchable storage of project details, preferences, and snippets. Reduces token costs by retrieving only relevant memories while keeping all data stored locally.
mordang7/ContextKeep
Android UI Agent MCP Server
by physics91
Provides Android UI automation tools via MCP, enabling device interaction, UI snapshot, and gesture recording.
physics91/android-ui-agent
cypher-mcp
by lonniev
Monetized graph answers over Bitcoin Lightning. Sells priced answers from a graph via operator-authored, parameterized, named Cypher query templates.
lonniev/cypher-mcp
weatherinfo-mcp
by babakjfard
An MCP server that provides access to environmental weather data for AI agents through the National Weather Service (NWS) API, enabling location management, weather observations, alerts, and HeatRisk guidance.
Babakjfard/weatherinfo_mcp
acli-helper
by kts982
A multi-agent MCP server that enables AI coding agents (Claude Code, Codex CLI, Gemini CLI) to communicate with each other.
kts982/acli-helper
jira-mock-mcp
by zacharyf-dev
Enables AI assistants to interact with a self-hosted Jira clone for testing, supporting project and issue management, comments, and search via MCP tools.
ZacharyF-dev/jira-clone
DROMA MCP Server
by droma01
Enables natural language interactions with cancer pharmacogenomics data through the DROMA platform, supporting drug-omics association analysis, dataset management, molecular profile loading, and treatment response analysis across multiple research projects.
DROMA01/DROMA_MCP
BioContext Knowledgebase
by biocontext-ai
Provides unified access to over 20 biomedical databases and research tools including protein databases (UniProt, AlphaFold), genomics resources (Ensembl, KEGG), literature search (Europe PMC, Google Scholar), clinical data (ClinicalTrials.gov, OpenFDA), and ontologies (Gene Ontology, EFO, ChEBI) for researchers and bioinformatics teams.
biocontext-ai/knowledgebase-mcp
ticktick-sdk
by dev-mirzabicer
Enables AI assistants to manage TickTick tasks, projects, habits, and focus sessions through the MCP server.
dev-mirzabicer/ticktick-sdk
DarcyAIMCPServer
by darcycui
A Python-based MCP server that predicts tomorrow's weather. It can be used remotely via uvx or locally with uv.
darcycui/DarcyAIMCPServer
Task Context MCP Server
by l0kifs
Enables AI agents to autonomously manage and improve execution processes for repetitive task types by storing reusable task contexts with associated artifacts (practices, rules, prompts, learnings) and providing full-text search across historical best practices.
l0kifs/task-context-mcp
test-newsapi-mcp
by traia-io
Provides AI agents access to news aggregation from 80,000+ sources via the NewsAPI. Supports both authenticated access with API keys and pay-per-use via HTTP 402 protocol with blockchain payment verification.
Traia-IO/test-newsapi-mcp-mcp-server
netcdf-mcp
by dogukanteber
Enables reading and understanding NetCDF files, providing tools to inspect structure, variables, metadata, and data quality for scientific datasets.
dogukanteber/netcdf-mcp
tgreader-mcp
by ramich2077
Telegram channel reader MCP server — exposes Telegram channels as MCP tools via Telethon MTProto.
ramich2077/tgreader-mcp
protocol-mcp
by biocontext-ai
Connects to wetlab protocol resources such as protocols.io, enabling users to access and manage experimental protocols via natural language.
biocontext-ai/protocol-mcp
anki-mcp
by hbd
An MCP server that enables Claude Code to create, manage, and search Anki flashcards directly from the terminal. It supports batch card creation, deck statistics retrieval, and synchronization with AnkiWeb for cross-platform review.
hbd/anki-mcp
mcp-powerbi-desktop
by jborgesecon
Model Context Protocol server that enables querying and modifying live Power BI Desktop models by connecting to the in-memory Analysis Services engine.
jborgesecon/mcp-powerbi-desktop
Supabase MCP Server
by jlh425
A Model Context Protocol server that enables AI assistants to perform CRUD operations on a Supabase database through a standardized interface.
jlh425/SupabaseMCP
NewebPay
by asgard-ai-platform
Processes payments through the NewebPay Taiwanese payment gateway API.
asgard-ai-platform/mcp-newebpay
vSphere MCP Server
by akshyaganesh
Enables AI agents to manage VMware vSphere virtual infrastructure through comprehensive operations including VM power control, snapshot management, resource monitoring, performance analytics, and bulk operations with built-in safety confirmations for destructive actions.
akshyaganesh/VMware-MCP
Synaptex
by jeromelabophy-gif
Syncs CLAUDE.md files across repos, builds a semantic index, and exposes search, list, context, and status tools to Claude via MCP.
jeromelabophy-gif/Synaptex_claude
Folder Restructure MCP Server
by swarupravi
Analyzes file access times, duplicates, and sizes to identify rarely used files and suggest cleanup for folder restructuring.
SwarupRavi/MCP_Folder_restructure
rlm-tools
by stefanoshea
An MCP server that provides a persistent sandbox for AI coding agents to explore codebases server-side, returning only compact summaries to reduce context consumption.
stefanoshea/rlm-tools
TickTick MCP Service
by galaxyxieyu
Bring TickTick task and goal data into MCP workflows with official OAuth and Open API support.
GalaxyXieyu/didatodolist-mcp
mcp-hello-py
by wuxiangege
Greets users in Korean by name, supporting single and multiple recipients.
wuxiangege/mcp-hello-py
Sherlock MCP Server
by burnsedia
Enables username enumeration across 400+ social media platforms using the Sherlock OSINT tool. Perfect for open-source intelligence gathering, cybersecurity research, and investigating social media presence through AI assistants.
Burnsedia/sherlock-mcp
Moodle MCP Server
by hefi002
Enables AI agents to interact with Moodle LMS via the Moodle REST API, supporting management of courses, users, enrollments, grades, and content.
Hefi002/tfg-mcp-moodle-server
NotebookLM MCP
by sprmdta
Gives Claude Desktop full control over Google NotebookLM via 56 MCP tools — manage notebooks, sources, chat, artifacts, notes, sharing, research, and export.
sprmdta/Experiment_NotebookLM_MCP
mcp-novel-calc
by na-degen-girl
Provides calculations for novel writing including dates, traditional units, currency, travel time, and growth rates, helping AI avoid arithmetic errors in fiction.
NA-DEGEN-GIRL/mcp-novel-calc
Claude Session MCP
by timevans
Provides Claude Code with programmatic session awareness to track context usage, session history, and task progress. It enables intelligent context reset recommendations and automatic synchronization of project planning documentation.
TimEvans/ccsession
Hermes YouTube Transcript MCP Server
by thomkozik
Downloads YouTube audio and transcribes it locally using faster-whisper, saving transcripts as Markdown and JSON files for Obsidian and Hermes ingestion.
thomkozik/hermes-yt_transcriber-mcp
FRED API MCP Server
by mike-whypred
Integrates the FRED (Federal Reserve Economic Data) API with MCP, enabling AI assistants to retrieve economic time series data such as GDP, inflation, and interest rates.
mike-whypred/fred-api-mcp
Statistics Canada MCP Server
by aryan-jhaveri
Enables MCP-compatible clients to access Canadian statistical data from Statistics Canada via WDS and SDMX APIs, including search, download, and analysis capabilities.
Aryan-Jhaveri/mcp-statcan
UU跑腿 MCP Server
by uupt-mcp
Enables AI agents to create and manage delivery orders through UU跑腿 (UU Errands) delivery service platform. Supports price quotes, order creation, order tracking, and real-time courier location through natural language commands.
uupt-mcp/uupt-mcp-server
iOS Device Control MCP Server
by chrishayuk
Enables comprehensive control of iOS simulators and real devices through AI assistants, supporting app management, UI automation, screenshots, media operations, and location simulation for iOS development and testing workflows.
chrishayuk/chuk-mcp-ios-simulator
MCP Network Tools
by kerbart
A secure MCP server for network diagnostics, providing tools like ping, traceroute, whois, nslookup, dig, nmap, curl, and netstat through natural language interfaces.
kerbart/mcp-network-tool
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