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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PriceHunt MCP Server
by fassihshah
Enables searching and comparing products across Pakistani e-commerce platforms Daraz, Telemart, and iShopping, filtering by price and ratings.
FassihShah/PriceHunt-MCP
Aareguru MCP Server
by schlpbch
Provides Swiss Aare river swimming data including water temperature, flow rates, safety assessments, and forecasts. Enables AI assistants to answer questions about current conditions, compare cities, and provide safety recommendations based on official BAFU thresholds.
schlpbch/aareguru-mcp
IOL MCP Tool
by fernandezpablo85
An MCP server that enables interaction with the Invertir Online (IOL) trading API through Claude Desktop. It allows users to access their IOL trading account and manage financial operations using natural language.
fernandezpablo85/mcpiol
mcp-dev-utils
by jegor377
A lightweight MCP server providing everyday developer utilities such as JSON formatting, UUID generation, Base64 conversion, HTTP status lookup, and Unix timestamp conversion as tools and resources.
jegor377/mcp-dev-utils
Climate Peer Comparison
by mohsen-ahmed-pm
Generates peer comparison reports on emissions trends, reduction targets, and gaps for companies in a given SICS sector/sub-sector using live data from the Climate Data Utility (CDU).
mohsen-ahmed-pm/cdu-climate-peer-comparison-mcp
afgong/sqlite-mcp-server
by afgong
Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…
afgong/sqlite-mcp-server
InvoiceNinja MCP Server
by a-wiseguy
Enables read-only access to InvoiceNinja data, including invoices, expenses, clients, and tax reports, for AI assistants like Claude.
a-wiseguy/invoiceninja-mcp
mealplan-mcp
by evcraddock
MCP server for meal planning and grocery list generation, enabling recipe storage, meal plan creation, and automated grocery lists with ignored ingredients.
evcraddock/mealplan-mcp
opendtect-mcp
by wzhang3912
Model Context Protocol (MCP) server that drives OpendTect headlessly for SEG‑Y import, 3D horizon auto‑tracking, ASCII export, and horizon‑agreement scoring.
Wzhang3912/opendtect-mcp
yek-mcp
by egecakir1
Enables natural language querying of the Turkish Manuscript Institution's catalog of 674,000+ manuscripts, allowing AI-assisted browsing and discovery.
Egecakir1/yek-mcp
practicepanther-mcp
by sanjibani
MCP server for PracticePanther legal practice management software. Enables reading and creating matters, contacts, time entries, invoices, and more via natural language.
sanjibani/practicepanther-mcp
MCP Code Mode
by anaseqal
Universal Python code execution MCP server that lets LLMs write and run Python for any task, with auto-install packages, streaming output, and automatic file display.
anaseqal/codemode
infra-diagnostics-mcp
by ashwani983
An MCP server providing infrastructure diagnostic tools including port checks, DNS lookups, log parsing, system health, and SSL certificate inspection.
ashwani983/infra-diagnostics-mcp
Fullstack Context MCP Server
by giauphan
Enables AI agents to interact with both frontend and backend projects by providing file system access and context through the MCP protocol, facilitating full-stack development assistance.
giauphan/mcp-frontend-backend
MCP server for Apache Gravitino(incubating)
by datastrato
MCP server for Apache Gravitino(incubating)
datastrato/mcp-server-gravitino
tavily-fastmcp
by pr1m8
A typed FastMCP server that wraps Tavily's web research API, providing tools for search, extract, map, crawl, and research workflows via MCP with prompts and resources.
pr1m8/tavily-fastmcp
Demo
by fgh23333
A Python MCP server for Cline integration, providing tools for file analysis and other tasks. Supports switching to Google Gemini API.
fgh23333/mcp_server
MCP Atlassian
by crew-of-one
An MCP server that enables AI assistants to interact with Atlassian Jira and Confluence across Cloud and Server/Data Center environments. It supports tasks like searching and summarizing documentation, managing Jira issues, and creating content through natural language.
crew-of-one/mcp-server--atlassian
mcp-for-redash
by ashuqwe
MCP server that connects AI assistants to Redash, enabling listing of assets, read-only query execution, dashboard inspection, and alert management through the Redash API.
Ashuqwe/mcp-for-redash
RouterOS MCP Server
by sevaepsteyn
Enables AI assistants to interact with MikroTik RouterOS devices through API and SSH connections, supporting network monitoring, configuration management, and diagnostics across multiple routers with automatic connection fallback.
sevaepsteyn/routeros_mcp
mcp-moodle
by snaw80
Enables AI assistants to interact with Moodle via web services, allowing tasks like listing courses, assignments, events, and downloading files.
Snaw80/moodle-mcp
Hyperliquid MCP Server
by jhonatanpinheiro
Enables Claude Desktop to interact directly with the Hyperliquid decentralized exchange, allowing natural language trading, market analysis, and strategy automation.
JhonatanPinheiro/hyperliquid-mcp-server
soundings-mcp
by basicbill
Enables users to fetch, analyze, and visualize RAOB upper-air sounding data, including station search, thermodynamic calculations, and Skew-T diagram generation with S3 upload support.
basicbill/soundings-mcp
bell-mcp
by taylor224
A local MCP server that rings a bell through your speakers to provide audible notifications when AI completes tasks or needs attention.
taylor224/bell-mcp
plex-claude-plugin
by nickperrott
Enables Plex Media Server administration including library management, media file identification and renaming, batch processing, and automatic ingestion with folder watching.
nickperrott/videodrome-plugin
openbusdata
by andrewaubury
MCP server for the UK Bus Open Data Service, enabling timetable queries, stop search, route discovery, journey planning, and real-time bus tracking.
AndrewAubury/openbusdata-mcp
Ayrshare MCP Server
by vanman2024
Enables posting and managing content across 13+ social media platforms with scheduling, analytics, AI generation, and approval workflows through natural language.
vanman2024/ayrshare-mcp
fb-ads-automation
by shashankrai1983
Enables full read/write management of Facebook ad campaigns, ad sets, ads, and creatives via the Meta Marketing API through natural language, with AI creative generation, performance analytics, and PDF reporting.
shashankrai1983/fb-ads-automation
OpticMCP
by timorleiderman
Provides camera and vision tools for AI assistants to list available cameras, capture images from USB cameras, and save frames to disk for use with LLMs.
Timorleiderman/OpticMCP
k8s-readonly-mcp
by ziyuyu23
A read-only MCP server for inspecting Kubernetes clusters, allowing LLMs to list resources, describe pods, and read logs without mutation.
ziyuyu23/k8s-readonly-mcp
rlm-mcp
by eesb99
MCP server that enables verified code execution with LLM reasoning using Recursive Language Models (RLM). It supports tasks like code generation, data analysis, and complex task decomposition.
eesb99/rlm-mcp
Expense Tracker MCP Server
by ameympatil
A Model Context Protocol (MCP) server for tracking personal expenses. This server provides tools to add, list, and summarize expenses, utilizing a local SQLite database for storage.
ameympatil/Expense-Tracker-MCP-Server
RStudio MCP Server
by cafferychen777
Enables AI assistants to deeply integrate with RStudio for environment management, code execution, project management, and package management.
cafferychen777/Rstudio-mcp
mcp-ibkr-agent
by pedrobraiti
Enables AI agents to trade on Interactive Brokers: check quotes, balance, positions, and execute buy/sell orders (including fractional shares by dollar amount) via the Client Portal API.
pedrobraiti/mcp-ibkr-agent
Laugh Tale
by xfloukiex-lab
MCP server that checks for the presence of other Grand Line stack tools and reveals a fun surprise when all are installed.
xfloukiex-lab/laugh-tale
FreeCAD MCP
by fastmcp-me
Enables AI assistants to control FreeCAD 3D modeling software, allowing creation and manipulation of 3D objects, execution of Python code, and interaction with FreeCAD's parts library through natural language.
fastmcp-me/freecad-mcp
Salesloft MCP Demo Server
by wgalyean50
Enables AI-powered analysis of sales call transcripts through natural language queries, allowing users to search conversations, identify objections, and extract insights from customer calls without manually reviewing recordings.
WGalyean50/salesloft-mcp-demo1
mcp-server
by jsmejia78
MCP server that provides web search functionality using the Tavily API. It runs in stdio transport mode and can be integrated with Cursor or other MCP clients.
jsmejia78/aim-mcp
QuantaOptima
by jdhart81
MCP server that provides cryptographic audit trails for AI agent actions, making every action tamper-evident via HMAC-SHA256 signed hash chains.
jdhart81/quantaoptima
Thenvoi MCP Server
by thenvoi
Provides seamless integration with the Thenvoi AI platform, enabling AI agents and users to manage agent identities, create and participate in chat rooms, send messages with mentions, post execution events, and manage conversation lifecycles.
thenvoi/thenvoi-mcp
PDF Reader MCP Server
by rexfelix
Enables reading and extracting content from PDF documents including text (as Markdown), images, tables, and metadata from both local files and URLs, with OCR support for scanned documents.
rexfelix/readPDF_mcp_server
blender-mcp
by zorak1103
Enables LLMs to control Blender for 3D scene creation, object manipulation, material assignment, shader configuration, modifier application, keyframing, and rendering via the Model Context Protocol.
zorak1103/blender-mcp
clockodo-mcp-server
by pfaeffli
Enables interaction with the Clockodo time tracking API, providing tools, prompts, and resources for time tracking, HR analytics, and team management with role-based access.
pfaeffli/clockodo-mcp-server
AI Assistant MCP Server
by baominh5xx2
MCP server providing tools to chat with an AI agent, fetch weather data, and monitor agent status via the Model Context Protocol.
baominh5xx2/Seminar_se-ie-MCP
YouTube Vision MCP Server (
by minbang930
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API to interact with YouTube videos.
minbang930/Youtube-Vision-MCP
remote-cmd-mcp-server
by fibonacciyys
在远程服务器上执行预配置的命令,每个命令自动注册为MCP工具,无需先查询再执行。
fibonacciyys/remote-cmd-mcp-sesrver
aemery13/polymarket-intel
by aemery13
An MCP server that classifies Polymarket wallets as human or bot, scores their trading edge from 0–10, and streams current open positions.
aemery13/polymarket-intel
aipaygen-mcp
by damien829
250+ AI-powered MCP tools: research, write, code, translate, scrape, sentiment, vision, RAG, agent memory, marketplace, trading signals, and more. 15 models across 7 providers. Pay-per-use via API key or x402 USDC micropayments.
Damien829/aipaygen
IP-API MCP Server
by dangkoolwat
Enables looking up approximate location of public or specific IP addresses, returning country, city, ISP, and coordinates via ip-api.com.
Dangkoolwat/IP-API
FastMCP Calculator Server
by muhammad-moin
A Model Context Protocol server providing calculator tools (add, subtract, multiply, divide, etc.) with optional JWT or Google OAuth authentication.
Muhammad-Moin/MCP_SERVER
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