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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MSSQL MCP Server
by jpcanter
Enables interaction with Microsoft SQL Server databases through a virtual filesystem interface, comprehensive stored procedure management with draft-test-deploy workflows, safe write operations with transaction control, and performance analysis capabilities.
jpcanter/sql-server-mcp
Azure DevOps MCP Server
by elad-nofy
A read-only MCP server connecting AI assistants to Azure DevOps Server (on-premises) for browsing projects, repos, builds, work items, releases, pipelines, and test results.
elad-nofy/azure-devops-mcp
JobPilot MCP
by thecodedaniel
Transforms Claude into an AI job-hunting assistant that searches remote job boards, scores roles against your CV, generates tailored cover letters, and logs everything to a Notion tracker.
TheCodeDaniel/jobpilot-mcp
Express MCP Server
by hencydsouza24
A modular Model Context Protocol server implementation using Express.js that provides example mathematical and echo tools with HTTP streaming support and easy extensibility for adding custom tools.
hencydsouza24/mcp_demo
telecom-ai
by csoai-org
MCP server for telecom AI with built-in EU AI Act compliance, part of the MEOK AI Labs ecosystem.
CSOAI-ORG/telecom-ai
mcp-claude-memory
by xhusnain
A smart, self-maintaining memory system for Claude Code that persists across machines using Postgres, with semantic recall, confidence-based self-healing, and background maintenance via dreaming.
xhusnain/memhub
garuh143/RPG-MakerMV-MCP
by garuh143
A Model Context Protocol server that enables management of RPG Maker MZ and MV project data, including actors, items, maps, and events. It allows users to create, update, and search game assets through natural language integration with MCP-compatible clients.
garuh143/RPG-MakerMV-MCP
Wishfinity +W MCP Server
by wishfinity
Enables AI assistants to save product URLs to a user's Wishfinity wishlist. When recommending products, the AI can generate a clickable link that saves items for later purchase or gifting.
wishfinity/wishfinity-mcp-plusw
OpenAPI MCP Server
by abumalick
Enables LLMs to explore and query OpenAPI specifications, allowing natural language interaction with API endpoints, parameters, request bodies, and response schemas from any OpenAPI 3.x spec.
abumalick/openapi-mcp
mcp-supabase
by gabspereiradev
Enables interaction with Supabase databases, including listing tables, querying, inserting, updating, deleting records, and executing RPC functions.
GabsPereiraDev/mcp-supabase
MCP Code Review Server
by xlian-fe
A code review tool that generates detailed HTML review documents by comparing branches or commits, with author filtering and intelligent analysis.
xlian-fe/mcp-xl-code-review
API Health Check MCP Server
by eiabhiram
Monitors API endpoint health by checking availability, measuring response times, and providing detailed status reports with error handling and timeout protection for the localhost:8080/api/ticket endpoint.
eiabhiram/api-healthcheck-mcp
apple-notes-mcp
by farmerajf
MCP server for macOS that enables creating, reading, and searching Apple Notes programmatically through tools like find, get by title or ID, and create.
farmerajf/apple-notes-mcp
Jules MCP Server
by streetquant
Exposes Google Jules AI capabilities for automated coding tasks, including session management, code reviews, and unified diff handling. It enables users to create sessions, approve plans, and synchronize AI-generated code changes with GitHub repositories.
streetquant/jules-mcp
w2w-mcp
by therealalexv
MCP server integrating with When2Work scheduling API, enabling AI assistants to query employee schedules, shifts, time off, and reports via a set of tools.
TheRealAlexV/w2w-mcp
PostgreSQL MCP Server
by demeostep
Provides secure, read-only access to PostgreSQL databases for schema inspection and data querying. It enables users to list tables, describe structures, and execute SELECT statements while strictly blocking destructive operations.
DemeoStep/posgres_mcp
Pacemaker MCP
by rishabhkodes
MCP server that enables safe, SSH-based interaction with a Pacemaker cluster, offering guarded pcs commands for status queries and controlled operations via MCP clients.
RishabhKodes/pacemaker-mcp
Evaluar MCP Server
by yarmijosp94
Enables users to manage and launch eTalent recruitment processes on the Evaluar platform directly from their IDE. It supports authentication, company selection, position searching, and end-to-end process management including creation and assignment.
yarmijosp94/evaluar-mcp
chatmaid/mcp
by chatmaid
Enables sending WhatsApp messages and managing Chatmaid account from any MCP-compatible AI client.
chatmaid/mcp
Tilastokeskus StatFin MCP Server
by markusl
Production-grade MCP server for Statistics Finland's StatFin database. Enables AI assistants like Claude to browse, search, and query Finnish statistical data.
markusl/statfin-mcp
hledger MCP Server
by kristianfreeman
Enables Claude to interact with hledger for financial analysis, including account balances, transactions, and financial statements.
kristianfreeman/hledger-mcp-server
Supabase Lite MCP Server
by krwhynot
A lightweight MCP server that provides 8 essential Supabase database management commands with minimal token usage, enabling efficient database operations through Claude.
krwhynot/supabase-lite-mcp
ogimage-mcp
by ogimage-art
Generates beautiful Open Graph images directly from Claude Desktop using ogimage.art, supporting templates, sizes, and license keys.
ogimage-art/mcp-server
GitHub PR Reviewer MCP
by onur-ardic
Enables analysis of GitHub Pull Requests, including details, diff, file lists, and review tracking.
Onur-Ardic/PrReviewCustomMcp
Copilot Memory Store
by timothywarner-org
Enables storing, searching, and compressing contextual memories for LLM interactions, with tools for memory management and context injection.
timothywarner-org/copilot-memory-store
GEOScore MCP Server
by henu-wang
Enables scanning websites for AI search readiness, generating fixes like llms.txt, and comparing GEO scores across domains.
henu-wang/geoscore-mcp
Clear Thought MCP Server
by oriz-org
Provides mental models, design patterns, debugging approaches, and structured thinking tools for enhanced problem-solving capabilities in LLM applications.
oriz-org/clear-thought-mcp-server
apple-notes-mcp
by sweetrb
MCP server for Apple Notes - create, search, update, and manage notes via Claude and other AI assistants
sweetrb/apple-notes-mcp
Gemini MCP Server
by jeff-emmett
Integrates Google Gemini API capabilities into Claude Code, supporting text generation, image analysis, and AI image creation. It features specialized tools for creative brainstorming and managing multi-turn chat sessions.
Jeff-Emmett/gemini-mcp
Italian Cities MCP Server
by danielsaban
Provides CRUD tools for managing a database of Italian cities backed by Elasticsearch. It enables AI assistants to search, create, update, and delete city records through a standardized Model Context Protocol interface.
danielsaban/MCP-server-CRUD-elasticsearch
Context Travel MCP
by simen
Enables Claude agents to checkpoint their context state and reset back to saved points with handoff messages, maintaining clean context windows during complex tasks by avoiding fragmented summaries from compactions.
simen/mcp-memento
Chromium-Style QR Code
by chromium-style-qrcode
Generates QR codes with circular dot modules and rounded corners in Google Chrome's visual style.
chromium-style-qrcode/mcp
Docker MCP Server
by rodrigouc
An MCP server that enables managing Docker containers through natural language commands, allowing users to create, list, and delete containers. It facilitates automated container orchestration and integrates with VS Code via the Cline extension.
RodrigoUC/Docker-MCP
dryai-mcp-server
by unitarylabs
Enables seamless integration between Claude and Dry smartspaces, turning conversations into persistent, structured data by creating memories and querying information.
UnitaryLabs/dryai-mcp-server
Timesheet MCP Server
by timesheetio
Enables natural language control of the Timesheet API for timer management, task tracking, and project management through MCP tools.
timesheetIO/timesheet-mcp
pvwatts-mcp
by cwoodcox
Enables solar energy potential assessment by converting parcel centroid and acreage into annual/monthly generation estimates using the NREL PVWatts v8 API, suitable for revenue modeling and infographic headlines.
cwoodcox/pvwatts-mcp
TimeChimp MCP Server
by armandswirc
Enables interaction with the TimeChimp API v2 to manage projects, time entries, expenses, and invoices through natural language. It supports full CRUD operations across all major TimeChimp resources, including advanced OData query filtering and pagination.
ArmandSwirc/TimeChimpMCP
mcp-ssh
by atlcomgit
Enables secure SSH connections to remote servers for executing shell commands and managing active sessions. It supports authentication via passwords or private keys and provides optional host-based access control.
atlcomgit/mcp-ssh
Mikensey MCP Server
by sshekar87
Provides McKinsey-style strategy intelligence for real estate by enabling AI assistants to search podcast transcripts, access industry benchmarks, and apply consulting frameworks like 2×2 matrices and issue trees to analyze business situations.
sshekar87/mikensey-mcp-server
MCP Research Router
by spiritherb
Aggregates and routes multiple MCP servers with intelligent tool recommendation and batch parallel execution, enabling unified access and efficient tool usage.
SpiritHerb/mcp-research-router
obsidian-pdf-evidence
by hi-jin
Enables AI agents to extract PDF text, search with PDF++ citations, access vault files, manage tags, and run Dataview queries in Obsidian via MCP.
hi-jin/obsidian-pdf-evidence
Claude MCP Knowledge Base
by grandinh
A persistent knowledge base server for MCP development with GitHub integration and removal blocklist.
grandinh/claude-mcp-kb
Nano Banana Pro MCP Server
by konigt6905
Brings Google Gemini 2.0 Flash native image generation capabilities into Claude Code, enabling users to generate, edit, compose, and iteratively refine images using natural language prompts directly from their coding environment.
konigt6905/nano-banana-pro-mcp
steam-mcp
by matheusslg
MCP Server for the Steam Web API — access player profiles, game libraries, achievements, news, friend lists, and store search through Claude.
matheusslg/steam-mcp
flomo-mcp
by felix-thinkingdata
A simple notes MCP server with resource access, note creation tool, and summary prompt.
felix-thinkingdata/flomo-mcp
protonmail-mcp-server
by de-blanck
A read-only MCP server that connects to Proton Mail via Proton Bridge, enabling AI assistants to search, list, and read emails securely without leaving your machine.
de-Blanck/protonmail-mcp-server
Pay MCP Server
by pay-skill
MCP server for Pay – the complete x402 payment stack for AI agents, enabling direct USDC payments on Base, metered tabs, service discovery, and wallet management within any MCP-compatible client.
pay-skill/pay-mcp
mcp-github-pm
by lordbasilaiassistant-sudo
Enables GitHub project management from Claude, supporting issue creation, milestones, labels, changelog generation, and repository stats.
lordbasilaiassistant-sudo/mcp-github-pm
Sora 2 MCP Server
by writingmate
Enables video generation through OpenAI's Sora 2 API, allowing users to create, monitor, and manage AI-generated videos. It also provides tools for merging video clips and creating fade animations from static images using FFmpeg.
writingmate/sora-2-mcp
Knowledge Graph MCP Server
by yuchoe
A TypeScript MCP server for managing persistent knowledge graphs with entities, directional relations, and time-based observations. It enables users to create, search, and track structured information with built-in concurrency control and JSON file storage.
YUChoe/knowledge-graph-mcp-server
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