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.
Excalidraw MCP App Server
Enables users to create and interact with hand-drawn Excalidraw diagrams featuring smooth viewport camera control and interactive fullscreen editing. It uses the MCP Apps extension to render collaborative virtual whiteboards directly within supported AI chat interfaces.
2gavy/excalidraw-mcp1
CNBS MCP Server
Enables querying China National Bureau of Statistics data including economic indicators, time series, and regional statistics. Supports natural language search, batch queries, comparisons, and analysis across monthly, quarterly, and yearly datasets.
icen-ai/mcp-cnbs
Context7 Library Docs
Find the right library and fetch its up-to-date documentation in one step. Resolve ambiguous package names to the best match using relevance, coverage, and trust signals. Save time by going straight to the docs you need.
chuhuoyuan/context7
SecurityScan
Scans GitHub repositories and skills for vulnerabilities like prompt injection, malware, and OWASP risks. Identifies security threats in external dependencies to ensure software health. Provides detailed reports and certification status to verify the safety and compliance of your projects.
securityscan-api/securityscan
mcp-server-solidworks
This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.
eyfel/mcp-server-solidworks
BNB Chain MCP Server
A comprehensive Model Context Protocol server that enables AI agents to interact with BNB Chain, opBNB, and other EVM networks through natural language. It provides tools for DeFi trading, DEX swaps, smart contract deployment, token operations, security analysis, and market data across multiple blockchain networks.
akumachan-v/bnbchain-mcp-jp-setup
test-mcp
test mcp servers and tokens used
287852793/test-mcp
Teckel Navigation Toolkit
This MCP server gives LLM/AI/Agents the ability to provide accurate navigation information. There are three main application areas (all can be combined): time & place, road-trips, and general aviation.
teckel-mcp-servers/navigation-toolkit
ai-web-automation
Creating ai-web-automation project for implementing use of AI prompts and MCP server in automation testing
nirmalarnold/ai-web-automation
jotform/mcp-server
Jotform MCP
jotform/mcp-server
AgentBond
Authorization and governance infrastructure for AI agents. 17 MCP tools for token authorization, intent proof, contract management, action evaluation, and audit logging. **Key Features:** - Token-based authorization with scope, budget, and expiry controls - Hierarchical delegation (parent → child token chains) - Intent proof layer — record and verify why agents act - Inter-agent contracts with lifecycle management - Built-in audit trail for all governance decisions **Use Cases:** - Multi-agent
agentbond/mcp-server
MCP-demo-blog-analyzer
A quickstart to test MCP blog analyzer client and a webpage visitor server
WaelDataReply/MCP-demo-blog-analyzer
JProfiler
Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.
ej-technologies/jprofiler-mcp
Foreword
A proxy between MCP Clients and MCP Servers
LaurentAjdnik/mcproxy
Linode MCP Server
Connects AI assistants to Linode cloud infrastructure, enabling the management of compute instances, databases, and networking resources through natural language. It provides a comprehensive suite of tools for resource orchestration, monitoring, and account management using stdio, SSE, or HTTP transports.
takashito/linode-mcp-server
jamjet-labs/engram-mcp-server
Durable memory MCP server for AI agents. Temporal knowledge graph with hybrid semantic + keyword retrieval, LLM-powered fact extraction, conflict detection, and consolidation. Backed by SQLite or PostgreSQL. 11 MCP tools, 6 LLM provider backends. Part of JamJet.
jamjet-labs/engram-mcp-server
Bankruptcy Observer
Access US business bankruptcy data including case search, EIN lookup, and docket entries.
jmtroller/bankruptcy-observer-mcp-api-public-documentation
wei/mymlh-mcp-server
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
wei/mymlh-mcp-server
Fluid Attacks
Model Context Protocol (MCP) server that provides tools for interacting with the Fluid API, enabling vulnerability management, organization insights, and GraphQL query execution.
fluidattacks/mcp
PaidSync (Ads analysis & Management)
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via AI. 210+ tools including account audits, wasted spend detection, and PMax insights.
traffiycom-ui/paidsync-mcp
studiomeyer-geo
AI visibility monitoring. 23 tools for 8 LLM platforms. 19 tools free without API keys.
studiomeyer-io/studiomeyer-geo
mcp-servers-scratch
mcp server
i-k-suke/mcp-servers-scratch
Agent Bazaar
Per-call billing and metering proxy for MCP tool servers. Providers set pricing via the open MCP Billing Spec (MIT), consumers pay through Stripe Connect with signed receipts and SLA monitoring.
TombStoneDash/mcp-billing-spec
MCP Server
一部分mcp 服务自动打包
hewenyu/mcp-server
FlowStepMCP
Complete Model Context Protocol (MCP) server designed to facilitate seamless interaction between Large Language Models (LLMs) and end-users. It provides a robust set of tools for notifications, confirmations, selections, and text inputs, supporting multiple rendering modes including Console, GUI, and Telegram Bot.
rodrigoramosrs/FlowStepMCP
Lightpaper
Publish and manage high-quality markdown documents with automated quality feedback. Establish professional authority by verifying identity, domains, and academic credentials. Discover and research curated articles from a network of verified experts and authors.
lightpaper/lightpaper
mcp-test-utils
Desktop UI automation for AI agents: screenshots, window management, mouse, keyboard, UI Automation tree, OCR. Single Windows x64 binary, no dependencies.
JeenyJAI/mcp-test-utils
Anima
Connect AI agents to Anima Playground, Figma, and design systems.
animaapp/mcp-server-guide
BlackTwist
Social media management for Threads and Bluesky with post scheduling, analytics, and team collaboration.
blacktwist/blacktwist-mcp
Redmine MCP Server
A Model Context Protocol (MCP) server that enables AI assistants to interact with Redmine for focused and transparent project management.
zacharyelston/redmine-mcp-server
Jupyter MCP Server for Claude Desktop
Jupyter MCP Server Jupyter MCP Server is an implementation of the Model Context Protocol (MCP) server that enables interaction with Jupyter notebooks running in any JupyterLab environment, including your local JupyterLab instance
harshitha-8/Integrating-the-Jupyter-server-with-claude-desktop-uisng-the-powerful-model-context-protocol
Context7
Access up-to-date documentation and code examples for any programming library or framework. Discover the most relevant packages for your projects using reputation and quality scores. Simplify the search for technical information by resolving package names to direct documentation queries.
Composio/context7
Restaurant Reservation MCP Server
Enables users to search, check availability, and book restaurant reservations across Resy and OpenTable platforms. It supports direct booking for Resy and includes an automated reservation 'sniper' for securing high-demand slots the moment they become available.
jrklein343-svg/restaurant-mcp
SecondBrain
Local Markdown note vault and PDF reference library with Git auto-commit, full-text search, image-based PDF reading, and soft deletes.
bitbemol/secondbrainmcp-public
AI Engineer Neo4j Memory MCP Demo
A short demo of the Neo4j Memory MCP server.
a-s-g93/ai-engineer-neo4j-memory-demo
Overview
MCP Server for querying Dataverse using SQL
rajyraman/mcp-dataverse
memorylens-mcp
MCP server for .NET memory profiling with AI-actionable code fix suggestions, powered by JetBrains dotMemory
MarcelRoozekrans/memorylens-mcp
Redmine Analytics and Automation MCP Server
A comprehensive MCP server providing advanced Redmine project analytics, web automation via Playwright, and iTunes music integration. It enables detailed tracking of sprint metrics, bug counts, and team performance through a token-optimized tool architecture.
a1official/mcp
AML Wathcer
AML Watcher MCP Server gives AI agents direct, real-time access to AML Watcher's proprietary sanctions, watchlist, and PEP databases. Connect your agentic workflows to 215+ sanctions regimes, 2.6M+ PEP profiles, and coverage across 235+ countries, no complex integrations required.
Tech-AML/AML-watcher-MCP-Server
Clockify-mcp-server
Clockify MCP Server This repository provides an MCP server designed to automate interactions with Clockify, a time-tracking platform. The server streamlines the process of logging work hours, managing tasks, and handling time entries without manual input, improving efficiency in project management.
Brycot/Clockify-mcp-server
Moliverse
An agent to converting tool to MCP servers
wrhlearner/moliverse
Kyomi
AI data intelligence platform that brings your data warehouse, dashboards, monitoring, and accumulated business knowledge into any MCP client. Connects to BigQuery, Snowflake, PostgreSQL, MySQL, ClickHouse, Redshift, Databricks, SQL Server, and Azure Synapse.
kyomi-ai/mcp-server
Windsor.ai MCP
Query and analyze marketing, sales, and business data from 325+ platforms via Windsor.ai.
windsor-ai/windsor_mcp
BlueGamma - Real-time Interest Rate Data
Connect your AI assistant to live interest rate data. Access swap rates, forward curves, discount factors, zero rates, FX spot and forward rates, government bond yields, inflation curves, and benchmark fixings for 60+ indices across 30+ currencies. Powered by BlueGamma's institutional-grade rate engine.
Blue-Gamma/bluegamma-mcp
Danbooru Tags
Extract tags from any Danbooru post and explore categories at a glance. Analyze character-specific tag frequencies to surface top traits and clothing patterns. Look up tag and character details from the Danbooru Wiki to add context.
gamzadongza/danbooru-tags-mcp
mcp-calendar-server
Serviço mcp de calendario
GG3T/mcp-calendar-server
DotnetTemplateMCP
MCP server wrapping the .NET Template Engine for AI-driven template discovery, inspection, and instantiation
YuliiaKovalova/dotnet-template-mcp
ToolPipe MCP Server
Provides a suite of 35 developer utility APIs including code formatting, data conversion, and infrastructure generation. It enables AI agents to perform tasks like JSON validation, Dockerfile creation, and network lookups directly through natural language.
Aldric-Core/toolpipe-mcp-server
pyrimid
Onchain agent-to-agent commerce protocol using x402 and ERC-8004. Enables AI agents to buy/sell services, manage vendor catalogs, and process payments on Base.
pyrimid-ai/pyrimid
toolprint/hypertool-mcp
Dynamically expose tools from proxied servers based on an Agent Persona
toolprint/hypertool-mcp
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