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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Codebase MCP
by danyqe
An open-source AI-powered development assistant that connects Claude Desktop to your codebase via MCP, enabling semantic code search, AI-assisted editing, and persistent memory without additional subscriptions.
danyQe/codebase-mcp
SentinelX
by pensados
Operate your own Linux servers from your LLM. Requires the SentinelX agent installed per host.
pensados/sentinelx-cloud-core
vmware-aria-logs
by apollion69
MCP server for querying and analyzing logs from VMware Aria Operations for Logs, enabling log search, incident detection, and vROps correlation.
apollion69/vmware-aria-logs
Calendly Universal MCP Server
by universal-mcp
MCP server providing a standardized interface for interacting with Calendly's scheduling and event management tools.
universal-mcp/calendly
MCP Cloud
by apex-500
Hosted platform providing 25 tools covering crypto, web search, text processing, math, and monitoring with tiered pricing.
apex-500/mcp-cloud
quant-research-mcp
by flawlessbyte
An MCP server exposing a registry of paper-backed quantitative trading methods plus a deterministic, no-LLM decision helper for reproducible trading research.
FlawlessByte/quant-research-mcp
cockroachdb-mcp-server
by viragtripathi
A Model Context Protocol server that uses CockroachDB to store and manage model contexts via RESTful CRUD APIs, with automatic schema initialization.
viragtripathi/cockroachdb-mcp-server
Axon.MCP.Server
by ali-kamali
Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants
ali-kamali/Axon.MCP.Server
kanban-tui
by zaloog
MCP server for kanban-tui, a terminal-based task manager, that exposes task, board, and column management commands for AI agents to interact with.
Zaloog/kanban-tui
Risk Assessment AI MCP
by csoai-org
Risk Assessment AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
CSOAI-ORG/risk-assessment-ai-mcp
cezzis-com-cocktails-mcp
by mtnvencenzo
MCP server (http-streamable) for the Cezzis.Com website project written in Golang. Supports tools access to cocktail data and for managing a users own account using OAuth device activation flows.
mtnvencenzo/cezzis-com-cocktails-mcp
momentum-mcp
by mphinance
A quantitative trading analysis server that enables AI agents to screen stocks, analyze technical indicators, and generate professional candlestick charts. It also provides tools for aggregating financial news and extracting full article text for deep research.
mphinance/momentum-mcp
Symdex
by symdex-100
Index and search codebases using structured schemas for deep code analysis. Audit specific domains or security-related functions to ensure code quality and safety. Explore complex codebases with high-level overviews to understand structure and patterns quickly.
symdex-100/symdex
PaddleOCR
by yuanjinke
A local OCR server using PaddleOCR that enables AI agents to extract text from images.
YuanJinke/paddleocr_mcp
chess-support-mcp
by danilop
Manages the state of a chess game for LLMs/agents without suggesting moves, providing tools to create/reset game, add moves, get status, and check legality.
danilop/chess-support-mcp
ebay-mcp
by cunicopia-dev
Search eBay and get real price data, straight from an AI agent.
cunicopia-dev/ebay-mcp
MCP Developer Server
by ra86-dev
A Python-based MCP server that provides instant access to over 700 documentation sources and creates isolated Docker containers for safe code testing and experimentation.
RA86-dev/MCPDockerShell
llmtrim
by fkiene
MCP server and local proxy that compresses LLM prompts, tool output, and replies to cut token cost, with a quality gate that reverts any step that does not save. Exposes llmtrim_compress, llmtrim_compress_text, and llmtrim_stats.
fkiene/llmtrim
Statcast MCP Server
by alex-rimerman
Enables users to query MLB Statcast, FanGraphs, and Baseball Reference data using natural language through an AI assistant. It provides comprehensive tools for analyzing player performance, pitch-level data, season leaderboards, and team standings.
alex-rimerman/statcast-mcp
zendriver-mcp
by bituq
Provides undetectable browser automation for LLM agents via MCP, enabling real Chrome interaction with stealth features, DOM accessibility, and DevTools integration.
bituq/zendriver-mcp
robinhood-mcp
by drasticstatic
A read-only MCP server for Robinhood portfolio research. Wraps robin_stocks to give AI assistants access to your portfolio data for analysis.
drasticstatic/robinhood-mcp
Youtube-MCP
by yashkashte5
Production-grade Model Context Protocol server for YouTube intelligence. Extract, analyze, and automate insights from YouTube channels and videos using the official YouTube Data API v3. Built for AI agents, automation pipelines, and content intelligence workflows.
Yashkashte5/Youtube-MCP
Home Assistant (Achetronic)
by achetronic
Bridges Home Assistant smart home systems with tools for device control, automation management, system monitoring, and troubleshooting through local and remote connections with OAuth authentication and container deployment.
achetronic/hass-mcp
Competitor Monitor AI MCP
by csoai-org
Competitor Monitor AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
CSOAI-ORG/competitor-monitor-ai-mcp
aiops-mcp
by rmednitzer
A self-contained, security-first, EU-sovereign unified AI-operations MCP server that fuses a live bitemporal fleet model, a drift engine, and a tiered audited actuator into one control plane.
rmednitzer/aiops-mcp
Databricks Documentation MCP Server
by yang0733
Enables AI assistants to search and explore Databricks AWS documentation through semantic search and 10 MCP tools.
yang0733/databricks-docs-mcp
Jira MCP Server
by positronic-ai
A clean, reliable Model Context Protocol server for Jira integration, enabling issue management, search, and more via natural language.
Positronic-AI/jira-mcp
MCP Server for Personal Mailer
by alvinhon
An example rust-based MCP server for sending emails.
AlvinHon/rmcp-mailer
feishu-mcp-server
by lm203688
Enables AI to read Feishu documents, send messages, and manage calendars with a focus on Chinese users and security.
lm203688/feishu-mcp-server
Aseprite MCP
by malloythedev
An MCP server that lets AI agents create and edit Aseprite sprites headlessly, enabling pixel art, animation, and export via 98 tools.
MalloyTheDev/aseprite-mcp
mcp-fattura-elettronica-it
by cmendezs
Model Context Protocol (MCP) server for Italian Electronic Invoicing (FatturaPA / SDI). Provide tools to validate, generate, and explore API specifications for Sistema di Interscambio (SDI) interoperability.
cmendezs/mcp-fattura-elettronica-it
beebjit-mcp
by acscpt
Lets an AI application instantiate, connect to, drive, capture output from, and interrogate a real BBC Micro emulator.
acscpt/beebjit-mcp
Agent Evidence MCP
by xiexie-qiuligao
A local evidence recorder that captures screenshots, recordings, notes, and summaries during long-running agent tasks, enabling reviewable task records with timelines and artifacts.
xiexie-qiuligao/agent-evidence-mcp
vibetrader-mcp
by etbars
Enables AI assistants to trade stocks directly through natural language by creating and managing bots, executing trades, accessing market data, and backtesting strategies.
etbars/vibetrader-mcp
Protocol-SIFT-Async-Bridge
by mwarsss
A production-grade, type-safe MCP server for memory forensics via Volatility 3, enabling LLM-assisted incident response without timeouts or evidence spoliation.
mwarsss/Protocol-SIFT-Async-Bridge
CovAiLent
by mod26y
An MCP server for chemistry-focused tools, enabling LLM agents to perform molecule parsing, format conversion, property lookup, and other chemistry operations with explainable responses.
Mod26y/CovAiLent
re-mitm2swagger
by heretek-re
MCP server for REST API reverse engineering from HTTP traffic captures, wrapping mitmproxy for live capture and mitmproxy2swagger for spec derivation.
Heretek-RE/re-mitm2swagger
PLUMED2 MCP Server
by iflow-mcp
Enables AI assistants to generate, validate, and optimize PLUMED input files for molecular dynamics simulations using a set of MCP tools.
iflow-mcp/phelanshao-plumed2-mcp-server
max-mcp
by bistin
An MCP server for the MAX Exchange (MaiCoin) V3 REST API, enabling market data queries, account history reads, and optional trading operations through MCP tools.
bistin/max-mcp-server
mcp-odoo-jsonrpc
by daniilpet
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC protocol. Supports restricted and full trust modes for secure AI assistant access.
daniilpet/mcp-odoo-jsonrpc
Sure MCP Server
by robcerda
Integrates the Sure self-hosted personal finance platform with Claude Desktop, enabling account management, transaction operations, category viewing, and AI chat via natural language.
robcerda/sure-mcp-server
CLI Builder AI MCP
by csoai-org
CLI Builder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
CSOAI-ORG/cli-builder-ai-mcp
AgentDank:
by agentdank
Model Context Procotol (MCP) server with tools for Cannabis Datasets.
AgentDank/dank-mcp
MCP Academic Editor
by drquandary
A sophisticated academic manuscript revision system that provides surgical, line-anchored editing tools through MCP, designed for precise manuscript revisions while maintaining word count and semantic integrity.
drquandary/mcp-academic-editor
lighter-mcp
by iamgoatedaf
A portable MCP server that exposes Lighter trading to any MCP-capable agent with safety-first features like mode-based gating, two-step confirmations, and audit logging.
iamgoatedaf/lighter-mcp
ReceiptsAPI MCP Server
by mail2vimal11-arch
Parse Receipts
mail2vimal11-arch/receiptsapi-mcp
MCP Tool Hub
by ljzloser
A desktop management platform for plugin management, log querying, service control, and packaging/deployment, with an MCP protocol bridge for AI clients.
ljzloser/mcp_tools
KumoRFM MCP Server
by kumo-ai
Enables AI assistants to query KumoRFM for predictive analytics on relational data, including graph management, natural language to PQL conversion, and training-free predictions.
kumo-ai/kumo-rfm-mcp
xhs-mcp
by francosbaffi
Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote) using Playwright browser automation. It supports title, body, and image uploads while maintaining persistent login sessions for seamless automated posting.
FrancoSbaffi/xhs-mcp
go-mcp
by ktr0731
deprecated: use the official MCP sdk! (https://github.com/modelcontextprotocol/go-sdk) / ⚡ A type-safe, intuitive Go SDK for building MCP servers with ease and confidence
ktr0731/go-mcp
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