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.
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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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HRIS MCP Connector
by builtbybianca
Enables querying HR data like recent hires, employee details, departments, and PTO balances through natural language in an MCP client.
builtbybianca/hris-mcp-connector
MCP Project
by lee926427
for query and add student
lee926427/MCP-Server
claude-video-vision
by jordanrendric
Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis
jordanrendric/claude-video-vision
SBU Syllabus MCP
by mkjun2016
An MCP server that transforms course syllabi into structured, queryable data — accessible directly from Claude.ai.
mkjun2016/sbu-syllabus-mcp
freqtrade-mcp-server
by ceeyang-ai
An MCP server for cryptocurrency trading via Freqtrade, enabling trade management, balance checks, strategy configuration, backtesting, and bot lifecycle control from any MCP-compatible AI agent.
ceeyang-ai/freqtrade-mcp-server
scrcpy MCP Server
by charettep
Exposes Android device control via adb and scrcpy as 22 tools for MCP clients like Claude Code and Codex CLI.
charettep/scrcpy-mcp
Email by bischoffjeremy
by bischoffjeremy
Provider-agnostic email management via IMAP and SMTP with configurable read, send, and delete operations.
bischoffjeremy/email-mcp
tavily-server
by dkmaker
A Model Context Protocol server that implements a simple notes system with resources for notes, a tool to create notes, and prompts to summarize notes.
dkmaker/mcp-tavily-server
IDAPro-MCP Server
by akhil-chaturvedi
Exposes IDA Pro's analysis capabilities through the Model Context Protocol (MCP). Provides 247 tools for reverse engineering and binary analysis.
Akhil-Chaturvedi/IDAPro-MCP
godot-mcp
by bouelon
Bridges AI assistants with the Godot 4 editor, exposing tools to inspect scenes, create nodes, modify properties, capture screenshots, debug scripts, and manage project files via the Model Context Protocol.
Bouelon/godot-mcp
my-server MCP Server
by vivalalova
a mcp server
vivalalova/mcp_practice
unified_mcp
by shashankrawlani
A unified MCP server that mounts multiple MCP servers using an mcp.json configuration file, providing a single HTTP endpoint to access all mounted tools with automatic tool prefixing.
shashankrawlani/unified_mcp
code-index-mcp
by krat12
Self-hosted hybrid code search MCP server with text, symbol, and semantic search layers. Runs locally, no third-party MCP servers, LSP, or SaaS.
Krat12/mcp-code-index
github-mcp-server
by parassolanki
A model context protocol server for GitHub API
ParasSolanki/github-mcp-server
MCP Factory
by decagondev
An extensible Model Context Protocol server framework with a plugin architecture, enabling easy addition of API services like the bundled NASA APOD tools for astronomy content.
decagondev/MCP-Factory
mcp-databricks
by yabur
Provides MCP tools to interact with Databricks SQL warehouses, enabling metadata discovery, table reading, and DDL operations.
yabur/mcp-databricks
claude-session-mcp
by gunther-schulz
Fork-aware MCP server for searching and navigating Claude Code session history.
Gunther-Schulz/claude-session-mcp
serial-mcp
by galderic
An MCP server that enables AI agents to read serial output from devices by buffering lines in the background and allowing polling for new output, preventing blocking on long-running serial monitors.
galderic/serial-mcp
Qdrant RAG MCP Server
by ancoleman
Enables context-aware semantic search across codebases using Qdrant vector database with intelligent GitHub issue resolution, Projects V2 management, and progressive context retrieval for 95%+ token reduction in AI-assisted development.
ancoleman/qdrant-rag-mcp
Neo4j MCP Server
by tobarrientos2
A Neo4j MCP server implementation for managing graph database operations through the Model Context Protocol
Tobarrientos2/neo4j-mcpserver
expense-tracker
by abhinayychaudharyy
Manages personal expenses through natural language with tools for adding, updating, searching, and summarizing expenses, backed by Supabase.
abhinayychaudharyy/expense-tracker-claude-connector
groundtruther-mcp
by brothaakhee
An MCP server that lets AI agents hire humans to complete real-world missions — verify locations, collect data, take photos, and more.
brothaakhee/groundtruther-mcp
Anki Card Manager (acm)
by eduvent
This MCP server connects Claude with Anki, allowing users to create flashcards conversationally and automatically deduplicates, classifies, and uploads them without manual copying and pasting. It runs locally with Ollama for embeddings and classification, ensuring privacy.
Eduvent/Anki-MCP
GDP MCP Tools
by asuar16
MCP server for Grubhub Data Platform operations, providing 40+ tools across 18 service categories for data platform management, observability, analytics, and collaboration.
asuar16/gdp-mcp-tools
mcp-test-server
by mohit-solankii
GitHub MCP server for testing
MOHIT-SOLANKII/mcp-test-server
OpenRouter Conversation Manager
by bsmi021
Provides a unified conversation management system for OpenRouter's language models with features like token counting, context window management, and filesystem persistence across multiple AI providers.
bsmi021/mcp-conversation-server
FastMCP + LangGraph Webinar Demo
by richag-cyber
Provides six tools including web search, URL fetching, calculator, and note management for use with LangGraph agents or manual testing via terminal.
RichaG-cyber/MCP_LG
Reddit Ads MCP Server
by sbmeaper
Read-only access to Reddit Ads API v3 for listing ad accounts, campaigns, ad groups, ads, and generating performance reports with OAuth2 authentication.
sbmeaper/reddit-ad-mcp
shodan-mcp-server
by x3r0k
This is a Model Context Protocol (MCP) server that provides access to the Shodan API. It allows you to programmatically query Shodan for information about devices, vulnerabilities, and more.
X3r0K/Shodan-MCP-Server
Flutter Tools MCP Server
by dkpoulsen
flutter mcp server
dkpoulsen/flutter-tools
Academic Research Intelligence MCP
by foundrynet
Enables AI agents to search academic papers, analyze citations and authors, track trending research, and find semantically related work using free scholarly sources.
FoundryNet/academic-intel-mcp
Intent MCP Server
by aintent
A Model Context Protocol server for processing travel intents based on Deep Intent Architecture. This server provides a robust API for managing travel intents, generating deep flows, and creating DIML (Deep Intent Markup Language) representations.
aintent/intent-mcp-server
Google Ads MCP Server
by muradiants
MCP server that lets any LLM manage Google Ads campaigns from the terminal. Supports read and write operations.
muradiants/google-ads-mcp
oracledb-mcp
by sangeethdba
MCP server for Oracle SQL performance diagnostics and AWR analysis, compatible with any MCP client that supports stdio or HTTP transports.
sangeethdba/oracledb-mcp
RealWorker-Manager MCP Server
by lalindu0923
Enables centralized management and monitoring of multiple distributed worker MCP servers. Provides tools to list workers, get status of all workers, and query specific worker status.
Lalindu0923/RealWorker-Manager_MCPServer
IDMS Identity SQL MCP
by josephstreeter
Enables SQL-based identity lookups for IDMS systems, supporting search by account, employee ID, name, department, and manager, plus active students and stats.
josephstreeter/mcp_idms
Bigeye MCP Server
by bigeyedata
Enables interaction with the Bigeye Data Observability platform to query data quality issues, analyze data lineage and dependencies, track AI agent data access patterns, and perform root cause analysis for data issues.
bigeyedata/bigeye-mcp-server
TokenPilot
by rish-e
Automatic token optimization for Claude Code that extends session duration by reducing wasted tokens across effort tuning, file reads, tool cost, context health, and task classification.
rish-e/tokenpilot
fi-lookup-mcp
by nlsnnvas
Resolves messy financial institution records against canonical regulatory identifiers from FDIC, NCUA, and FFIEC public datasets.
nlsnnvas/fi-lookup-mcp
lava-mcp
by mattface
An MCP server that exposes a LAVA instance to agents, enabling querying the board farm, submitting and managing test jobs, and opening interactive board sessions.
mattface/lava-mcp
DeviceMCP
by jahidhasanco
Provides cross-platform device information including system specs, battery status, storage, and memory details for Windows, macOS, Linux, and Android through a Model Context Protocol server.
JahidHasanCO/DeviceMCP
PIX4Dmatic MCP
by jangjo123
Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Supports launching, focusing, capturing screenshots, sending hotkeys, clicking UI elements, opening projects, starting processing, and checking outputs.
jangjo123/Pix4D-MCP
ComfyUI MCP
by orange521456
MCP server that connects local ComfyUI to AI agents, enabling natural language control of ComfyUI for creating workflows, generating images, and managing the queue.
orange521456/comfyui_mcp_project
Tennis Warehouse MCP Server
by avimunk1
Provides secure access to Tennis Warehouse product data, enabling users to search for tennis equipment (racquets, bags, shoes), check product availability, find deals, and browse categories through natural language queries while protecting internal API details.
avimunk1/tennis-warehouse-mcp
Evernote MCP Server
by jtperkins
Connects Claude Desktop to Evernote, enabling you to list notebooks/notes and create new notes directly from conversations.
jtperkins/EvernoteMCP
Spotify MCP Server (Python)
by argotdev
Enables interaction with Spotify through MCP, providing tools for searching tracks, artists, albums, playlists, and accessing user data like top tracks and recently played.
argotdev/spotify-mcp-py
Stride28 Search
by brunonxu
MCP server providing aggregated search across Xiaohongshu and Zhihu using Playwright browser automation via stdio transport.
brunonxu/stride28-search-mcp
Data Puller MCP Server
by arisloth
Enables fetching live crypto market data from Binance, Bybit, and Hyperliquid via MCP tools, including klines, orderbook, funding rates, technical indicators, and market breadth for real-time analysis by LLMs.
arisloth/datapuller-MCP-server
orphanet-link
by berntpopp
An MCP server that enables querying rare-disease data from Orphanet, including disease nomenclature, cross-references, classifications, gene associations, HPO phenotypes, epidemiology, and natural history.
berntpopp/orphanet-link
simple-greeting-mcp
by shin-kyeongsik
A minimal MCP server that provides a single 'hello' tool returning a greeting message, deployable on Render.
Shin-Kyeongsik/simple-greeting-mcp
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