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.
Academic Paper Search
Integrates with academic APIs to enable searching, retrieving, and filtering scholarly papers across multiple sources for research and analysis tasks.
afrise/academic-search-mcp-server
Lenny's Wisdom MCP Server
Provides structured access to actionable insights, frameworks, and leadership advice curated from episodes of Lenny's Podcast. It enables users to search for specific product management situations, compare guest perspectives, and browse a catalog of industry frameworks.
edisoncruz/lennys-wisdom-mcp
MCP Jobs Recommender Agent
An AI-powered job recommender built on the Model Context Protocol that provides personalized career suggestions through resume and skills matching. It utilizes LLMs and external tool integrations to help users find relevant job openings based on their professional profile.
jsuryanm/mcp-jobs-recommender-agent
perplexity-web-mcp
An MCP server that enables AI assistants to perform web searches on Perplexity.ai using browser automation instead of an official API. It supports persistent authenticated sessions and returns search results along with cited sources directly to the client.
quequiere/perplexity-web-mcp
Shared MCP Gateway
Aggregates multiple shared MCP servers into a single HTTP gateway, providing a unified, observable, and reusable MCP access layer for multiple AI clients like Codex, OpenCode, and OpenClaw. It centralizes configuration management, logging, health checks, and circuit breaking to simplify multi-client MCP deployments.
xfn-jjw/shared-mcp-gateway
Aedifion MCP Server
Enables AI assistants to interact with the aedifion cloud platform for building performance optimization and IoT data management. It provides over 95 tools for monitoring timeseries data, managing project components, and executing building analytics or controls.
bbruhn91/mcp-server-aedifion
Aleatoric Engine
Generates deterministic synthetic market data for backtesting, stress testing, and model validation across major exchanges.
aleatoric-systems/aleatoric-engine-mcp
agent-guard-mcp
agent-guard-mcp
dygogogo/agent-guard-mcp
mcp-synology
MCP server for Synology NAS — modular, secure (2FA-ready), permission-tiered. File management and beyond.
cmeans/mcp-synology
ReasonForge
Provides a suite of deterministic math tools powered by SymPy to handle algebra, calculus, linear algebra, and statistics via the Model Context Protocol. It enables smaller language models to delegate complex computations to a verified symbolic backend for accurate and reliable results.
RoyCoding8/ReasonForge-MCP-Server
pgsql-mcp
Enables interaction with PostgreSQL databases through comprehensive database management tools including index tuning, query execution plans, health checks, schema intelligence, and safe SQL execution with configurable read-only mode for production use.
surajmandalcell/pgsql-mcp
Eve Memory
Eve is an agentic memory service across agents & AI tools. All agents share one memory , preferences and rules. https://evemem.com
sherifkozman/eve-mcp
YNAB MCP Server
A Model Context Protocol (MCP) server for interacting with YNAB (You Need A Budget). Provides tools for accessing budget data through MCP-enabled clients like Claude Desktop.
EthanKang1/ynab-mcp
SteamStats MCP Server
MCP Server for Steam Web API Game Statistics
algorhythmic/steamstats-mcp
OpenCode MCP Server
Integrates the OpenCode AI coding agent into MCP-compatible clients, allowing users to execute terminal-based coding tasks and manage sessions programmatically. It provides tools for running commands, listing AI models, and continuing existing coding sessions via the OpenCode CLI.
nosolosoft/opencode-mcp
Biel
Provides access to documentation and knowledge bases through a remote proxy architecture, enabling conversational queries of product documentation, API specifications, and troubleshooting guides without direct API integration.
techdocsstudio/biel-mcp
MCPOSprint
An MCP server that enables users to print markdown tasklists, Notion tasks with QR codes, and arbitrary images directly to ESC/POS thermal printers over USB. It includes specialized tools for task processing, automated card generation, and printer diagnostics.
bhandzo/mcposprint
Chuck Norris MCP Server
Enables access to the Chuck Norris API to retrieve Chuck Norris jokes and facts through a Model Context Protocol interface.
BACH-AI-Tools/chuck_norris
Tableau MCP Server
Connects Claude Desktop to Tableau Server for natural language interactions with Tableau data, enabling data extraction, dashboard exports, and comprehensive administrative capabilities including user management, permission auditing, and usage analytics.
hetpatel-11/Tableau-MCP
Azure-Samples/remote-mcp-functions-dotnet
This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging, and `azd up` to have it in the cloud in a couple minutes. The MCP server is secured by design using
Azure-Samples/remote-mcp-functions-dotnet
rpn-mcp
An MCP server that provides tools for evaluating Reverse Polish Notation (RPN) expressions and managing a calculator stack. It supports standard arithmetic operators along with stack operations like duplicate, swap, and clear.
daedalus/mcp-rpn
Brazilian Law Research MCP Server
A MCP (Model Context Protocol) server for agent-driven research on Brazilian law
pdmtt/brlaw_mcp_server
wezterm-mcp
Enables programmatic control of the WezTerm terminal emulator through the Model Context Protocol. It allows users to manage panes, tabs, and windows while reading terminal content or sending commands directly to the terminal environment.
vaporif/mcp-server-wezterm
aamangeldi/dad-jokes-mcp
Get a random dad joke or search by keyword to fit any moment. Retrieve specific jokes by ID for re…
aamangeldi/dad-jokes-mcp
a2db
Most database MCP servers make you run one query at a time, repeat connection details on every call, and return results double-encoded inside JSON strings. a2db fixes all of that: Pre-configured connections — define databases in .mcp.json with --register, agent queries immediately Batch queries — run multiple named queries in a single tool call
yoselabs/a2db
Каталог российского ПО (каталогпо.рф)
MCP server for searching Russia's official software catalog (каталогпо.рф) containing 26,000+ domestic products. Enables finding Russian alternatives to foreign software, checking FSTEC/FSB certifications, and discovering vendors for import substitution directly from Claude or any MCP client.
velvetway/minreestr-mcp
QuantumArchitect MCP
Enables AI agents to create, validate, evaluate, and score quantum circuits with support for multiple hardware platforms. Provides tools for generating quantum algorithms (Bell states, Grover's, VQE), simulating circuits, checking hardware compatibility, and assessing circuit quality metrics.
NLarchive/QuantumArchitect-MCP
Server-Inspection-MCP
服务器巡检 MCP
b3nguang/Server-Inspection-MCP
Rust Minidump MCP
Analyzes application crash dumps and extracts debug symbols, transforming Windows minidump files into readable stack traces and providing AI-powered crash analysis to help identify root causes and fix critical issues.
bahamoth/rust-minidump-mcp
MCP Sniffer
MCP Sniffer captures network traffic between MCP clients and servers and displays it in a web UI.
shivdeepak/mcp-sniffer
CloudStack MCP
proof of concept MCP server for apache cloudstack
walteh/cloudstack-mcp
TakoData/tako-mcp
Provide real-time data querying and visualization by integrating Tako with your agents. Generate o…
TakoData/tako-mcp
Twilio SMS MCP Server
Enables AI agents to send, receive, schedule, and manage SMS and MMS messages using the Twilio Programmable Messaging API. It provides comprehensive tools for handling bulk messaging, conversation threads, and real-time inbox monitoring through a secure, production-grade architecture.
0x-Professor/Twilio-mcp-server
Mysql-mcp
A specialized MySQL MCP server for Cursor that enables users to query table structures, execute SQL, and generate database documentation. It features multiple security modes to ensure safe interaction while providing tools for database overviews and query caching.
Gcluowenqiang/Mysql-mcp
Factcheck
Validates content against MCP specification using semantic search and AI-powered validation
carlisia/mcp-factcheck
SSO MCP Server
Provides Azure Entra ID authenticated access to organizational development resources including checklists, process documentation, and workflows with dual-mode authentication support.
DauQuangThanh/sso-mcp-server
MCP Client for Testing
A simple MCP (Model Context Protocol) client for testing MCP Server
piebro/mcp-client-for-testing
Amadeus
Integrates with Amadeus travel API to search flight offers with comprehensive filtering by airports, dates, passengers, travel class, airlines, and pricing constraints for travel planning and booking workflows.
almogqwinz/mcp-amadeus-api
MCP Document Server
A secure Model Context Protocol server that enables Claude AI to list, search, and read local documents in formats such as PDF, DOCX, and XLSX. It features read-only access with path traversal protection and supports deployment via Docker with SSE or STDIO transport options.
watsona4/mcp-document-server
media-mcp
An MCP server for image and video processing that allows AI assistants to resize, convert, compress, and analyze media files locally without API keys. It supports a wide range of formats and provides tools for tasks such as metadata removal, frame extraction, and video conversion.
Adityaaery20/media-mcp
arXiv
Integrates with arXiv's academic paper repository to enable searching, analyzing, and managing research papers with features like author searches, trend analysis, citation estimation, and multi-format export capabilities.
anuj0456/arxiv-mcp-server
MCP Gateway
Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema bloat and reduce context token usage. Exposes 4 lightweight gateway tools that start backend servers on demand rather than loading all schemas at startup.
RaiAnsar/mcp-gateway
Robot MCP Server
Enables LLM-based AI agents to control SO-ARM100 and SO-101 robots through natural language commands and camera feedback. It supports various transport protocols and provides tools for both autonomous robotic movement and manual keyboard operation.
IliaLarchenko/robot_MCP
rainbowgore/stealthee-MCP-tools
Spot pre-launch products before they trend. Search the web and tech sites, extract and parse pages…
rainbowgore/stealthee-MCP-tools
PinRAG
RAG MCP server for PDFs, YouTube, GitHub repos, and Discord exports. Index documents and query with citations via LangChain and Chroma.
ndjordjevic/pinrag
Archivist MCP
A local-first memory layer for coding agents to persist and retrieve project decisions, architecture context, and rules across multiple development sessions. It utilizes a three-tier memory model and hybrid retrieval to provide agents with durable, searchable context and a WebUI for human review.
i3T4AN/Archivist-MCP
Serial-MCP
MCP server allowing Agents to talk to devices connected to serial port of the computer. Tested only with MAC atm.
PaDev1/serial-mcp
Ollama-Omega
Hardened MCP bridge to the full Ollama ecosystem — local and cloud models. 6 tools covering health, model management, chat, and generation with SSRF mitigation, singleton HTTP client, and structured error handling. Two deps, one file.
VrtxOmega/Ollama-Omega
Mindmap MCP Server
mindmap, mcp server, artifact
YuChenSSR/mindmap-mcp-server
angelogiacco/elevenlabs-mcp
An ElevenLabs MCP server
angelogiacco/elevenlabs-mcp
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