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.
MCP Healthcare Server
Provides real-time access to medical data including drug interactions, ICD-10 codes, FDA adverse event reports, and clinical guidelines. It enables LLMs to query databases like openFDA, PubMed, and CMS for pharmaceutical and clinical information.
shinegami-2002/mcp-healthcare-server
Canvas LMS MCP Server
Provides secure access to Canvas LMS at Texas Tech University, enabling Claude to retrieve courses, assignments, grades, announcements, discussions, and calendar events from your student account.
sweeden-ttu/canvas-lms-mcp
Octocode
Semantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents understand architecture — not just files.
Muvon/octocode
Anyquery
Connect to more than 40 apps with a single binary
julien040/anyquery
OpenDart-MCP
Provides access to South Korea's DART (Data Analysis, Retrieval and Transfer System) financial disclosure system, enabling users to retrieve corporate information, financial statements, debt summaries, subsidiary investments, employee data, and stock information for Korean companies.
keonho-kim/OpenDart-mcp
Skip Tracing POC - Professional Demo Platform
Professional skip tracing demo built with 6-server MCP stack - Locate individuals and gather contact information with AI-powered confidence scoring
GautaVaid/Skip_Tracing
playwright-autopilot
Playwright E2E test runner with deep debugging— action capture, DOM snapshots, network analysis, error pattern matching, behavioral bisection, and interactive browser exploration.
kaizen-yutani/playwright-autopilot
MCP Server Memos 📝
A Python package enabling LLM models to interact with the Memos server via the MCP interface for searching, creating, retrieving, and managing memos.
RyoJerryYu/mcp-server-memos-py
OPC UA MCP Server
Connects AI agents to OPC UA-enabled industrial systems for real-time monitoring and control of operational data. It enables users to read, write, and browse industrial device nodes through natural language interactions.
intigration/mcp-uaserver
Aerobic Design MCP Server
An intelligent MCP server for the automated design and sizing of aerobic biological wastewater treatment systems using membrane bioreactor (MBR) technology. It leverages ASM2d kinetics to perform mass balance calculations, flowsheet selection, and generate detailed engineering reports.
puran-water/aerobic-design-mcp
MCP Demo 1 - Hello World
A simple Model Context Protocol server demonstration that provides SSE streaming communication and basic message handling with a Hello World example.
hellomcp/weather_server
Frank Goortani CV MCP Server
This is an MCP Server that provides static answers about Frank Goortani's CV
FrankGoortani/cv-mcp
sqlite-reader-mcp
MCP server for reading SQLite databases
abhinavnatarajan/sqlite-reader-mcp
DOI to BibTeX MCP Server
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official DOI content negotiation API, enabling users to quickly generate bibliography entries for academic papers.
nmichaud0/mcp_doi2bib
eBay MCP Server
Enables AI assistants to search eBay listings, track item prices over time, and identify deals below market value using eBay's APIs. It provides tools for category browsing and retrieving detailed information for specific listings.
hanku4u/ebay-mcp-server
SmartKasa MCP Server
Enables AI assistants to interact with SmartKasa Ukrainian POS system through natural language, managing shops, products, inventory, sales receipts, employees, and fiscal reports with full API coverage.
1212bogdan/smartkasa-mcp-server
Financial Reports MCP Server
Instantly query European financial data for AI. This FastMCP server connects the FinancialReports.eu API to powerful language models, making complex reports easy to search, analyze, and explain
itisaevalex/financial-reports-mcp-server
flai-mcp
An MCP server that connects AI assistants to FL Studio for music production via Virtual MIDI. It enables users to control transport, manage the mixer, write notes, and manipulate plugin parameters through natural language.
kaupau/flai-mcp
Custom PDF MCP Server
A server designed for processing PDF documents, enabling text extraction, table data retrieval, and metadata collection from local files. It allows users to scan directories for PDFs and read specific pages, specifically optimized for thesis literature analysis.
Waicy/-pdf-mcp-
STRING-MCP
A Model Context Protocol server that provides tools for interacting with the STRING database to analyze protein-protein interaction networks and functional enrichment. It enables users to map protein identifiers, retrieve interaction data, and generate biological network visualizations through natural language interfaces.
MCPmed/STRINGmcp
FinQ4Cn MCP Server
适合国内使用的量化金融mcp server
jinhongzou/FinQ4Cn-mcp-server
Scrapfly MCP
Gives AI assistants real-time access to web data with the ability to scrape any website, bypass anti-bot systems, extract structured data, and capture screenshots through enterprise-grade infrastructure.
scrapfly/scrapfly-mcp
DB MCP (HR CSV to SQLite)
An open-source MCP server that imports HR CSV data into an in-memory SQLite database for structured querying and metadata retrieval. It enables users to perform read-only SQL queries and structured searches on employee data through natural language.
daviddata-cloud/MCP_DB
Jetson Nano Management
Provides remote management capabilities for NVIDIA Jetson Nano edge computing systems through SSH connections, enabling hardware control, thermal management, GPIO operations, CUDA verification, ML framework installation, TensorRT model optimization, system administration, and container orchestration with GPU acceleration.
ajeetraina/jetsonmcp
Papernote MCP Server
Enables Claude.ai to interact with the Papernote cloud-based note management system to create, read, and manage notes and research papers. It supports operations like text replacement, content appending, and paper summary retrieval through natural language commands.
daishir0/PapernoteMCP
Zillow56 MCP Server
Enables access to the Zillow56 API to search for real estate listings and rental market trends using locations, coordinates, or specific property filters. It also provides comprehensive housing market snapshots and historical data based on the Zillow Home Value Index (ZHVI).
BACH-AI-Tools/zillow56
快递100 Mcp Server
快递100 MCP Server提供快递信息查询、快递运费预估比价、快递时效查询(含发货前时效查询与在途动态时效查询)等功能。 Express100 MCP Server provides functions such as express delivery information queries, courier freight estimation and comparison, and transit time inquiries (including pre-shipment transit time checks and in-transit dynamic time estimates).
kuaidi100-api/kuaidi100-MCP
korean-agriculture-mcp
MCP server for Korean agricultural wholesale market real-time auction data from 32+ markets with 63K+ daily records via data.go.kr public API.
SongT-50/korean-agriculture-mcp
MCP ClickHouse
Enables database operations and cloud infrastructure management for ClickHouse, supporting querying databases with read-only safety controls and managing ClickHouse Cloud services through 50+ comprehensive tools.
oualib/chmcp
Ya-Frida
Comprehensive Frida dynamic instrumentation toolkit with 59 tools for device management, process control, script injection, memory operations, and ADB integration.
1shin-7/ya-frida-mcp
CockroachDB MCP Server
Enables AI assistants to query and interact with CockroachDB clusters through natural language, supporting schema discovery, CRUD operations, transactions, cluster monitoring, and data export with configurable safety controls.
bpamiri/cockroachdb-mcp
YourMemory
YourMemory is an MCP server that uses biological forgetting curves to automatically prune stale data and reinforce useful context for Claude agents. It beats Mem0 by 16% on benchmarks and runs fully locally with zero LLM overhead via spaCy and SQLite.
sachitrafa/YourMemory
kitsune-mcp
Shape-shifting MCP hub — shapeshift() into 10,000+ servers at runtime. One entry point, no restarts, 7 registries.
kaiser-data/kitsune-mcp
ORKL MCP Server
MCP server for ORKL Threat Intelligence Library
heiths/orkl_mcp_server
AgentOps API MCP Server
Official MCP server for the AgentOps SDK
AgentOps-AI/agentops-mcp-server
🦜 🔗 LangChain MCP Client
🦜🔗 LangChain Model Context Protocol (MCP) Client
datalayer/langchain-mcp-client
mcp-narajangteo
내 상황에 맞는 사업을 키워드 기반으로 알려주고 분석함
Datajang/narajangteo_mcp_server
LocuSync Server
A geospatial MCP server that provides tools for geocoding, routing, elevation profiles, and spatial analysis. It enables AI agents to process GIS file formats like GeoJSON and Shapefiles while performing complex coordinate transformations and distance calculations.
matbel91765/GIS-MCP-Server
apify/apify-mcp-server
Apify MCP Server
apify/apify-mcp-server
cosmergon
Living economy for AI agents. Conway physics, energy currency, autonomous marketplace. Your agent auto-registers and competes against 49 baseline agents. Benchmark reports measure 7 dimensions of agent performance. No API key needed.
rkocosmergon/cosmergon-agent
Kubernetes GPU Agent
Provides ephemeral diagnostic capabilities for Kubernetes clusters with real-time NVIDIA GPU hardware introspection, health monitoring, and XID error analysis through kubectl debug sessions.
arangogutierrez/k8s-gpu-mcp-server
ticktick-mcp
MCP server for TickTick using the official OAuth 2.0 API. Create, list, update, complete, and delete tasks just by talking to Claude.
abdulhamid-n/ticktick-mcp
Manticore Search MCP
Connect AI assistants to Manticore Search. Execute SQL queries, list tables, get schemas, and fetch documentation. Perfect for building RAG applications and search-powered AI agents.
manticoresoftware/mcp-manticore
MindManager MCP Server
MindManager MCP Server for Automation and Integration on Win + macOS
robertZaufall/mindm-mcp
humane-proxy
It's a safety middleware that can detect and intercept self-harm and criminal intent at 3 stages. It allows developers of chat-based platforms to configure webhook notifications and store encrypted information for prior mitigation of any such cases.
Vishisht16/Humane-Proxy
B2Bhint MCP Server
Enables access to B2Bhint API for searching and retrieving company and person information, including company details, financial reports, and contact data across multiple countries.
BACH-AI-Tools/bachai-b2bhint
Parallel-Poke MCP
Bridges Parallel's Monitor API with Poke to receive SMS notifications when web monitors detect changes and conversationally create/manage monitors through text messages.
konarkm/parallel-poke-mcp
MCP Doctor
A diagnostic tool that evaluates the contract quality of MCP servers across dimensions like safety, efficiency, and documentation to provide actionable improvements. It helps developers ensure their servers are optimized for human users, distribution platforms, and AI agents.
Jiansen/mcp-doctor
mcp_mysql_server
Support for SSE, STDIO in MySQL MCP server, includes CRUD, database anomaly analysis capabilities .支持SSE,STDIO;不仅止于mysql的增删改查功能; 还包含了数据库异常分析能力;且便于开发者们进行个性化的工具扩展
wenb1n-dev/mysql_mcp_server_pro
Trivia By Api Ninjas MCP Server
An MCP server that enables users to retrieve trivia questions and answers across various categories through the API-Ninjas Trivia API. It supports customizable result limits and filtering by categories like science, history, and entertainment.
BACH-AI-Tools/bachai-trivia-by-api-ninjas
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