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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DesignBot MCP
by simon-archer
Forwards messages to the Designsystemet assistant endpoint, enabling access through MCP-compatible clients.
simon-archer/designsystemet-mcp
Zettelkasten MCP Server
by rreben
Provides Claude with structured access to a Zettelkasten note system, enabling querying, analyzing, and reorganizing notes via 12 tools built on the tools4zettelkasten library.
rreben/zettelkasten-mcp
used-tempon
by lettfeti
Enables logging time to Tempo (Jira time tracker) via natural language in Claude Desktop or OpenCode.
lettfeti/used-tempon
roo-code-custom-mode-editor-mcp-server
by raymondlowe
An MCP server that knows how to edit the Roo Code custom modes file
raymondlowe/roo-code-custom-mode-editor-mcp-server
GBMCP
by loydgik
A Python stdio MCP server for querying standards metadata and downloading public standard documents from supported sources.
LoyDgIk/GBMCP
Lambda MCP Server Demo (Streamable HTTP)
by mikegc-aws
Creates a simple MCP tool server with \
mikegc-aws/Lambda-MCP-Server
MCP Iconik
by veup-engineering
MCP server providing tools for the Iconik media asset management API. Supports assets, collections, search, metadata, jobs, users, groups, and more with dual transport (SSE and HTTP) and Docker support.
veup-engineering/mcp-backlight-iconik
SSH MCP Server
by tufantunc
A Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH. It supports password and key-based authentication, command timeouts, and sudo elevation for administrative tasks.
tufantunc/ssh-mcp
SAPient MCP
by toni-ramchandani
A production-ready MCP server that enables LLMs to automate SAP GUI using RoboSAPiens, supporting both stdio and SSE modes.
toni-ramchandani/sapient-mcp
pilldoc-user-mcp
by hjsh200219
Provides tools for managing pharmacy accounts, user information, and campaigns via a local MCP server that interfaces with the EDB API.
hjsh200219/pilldoc-user-mcp
TiDB MCP Server
by l1806858547
TiDB MCP Server
l1806858547/tidb-server
PostgreSQL MCP Server
by mde1
Enables AI assistants to execute SQL queries and inspect PostgreSQL database schema.
mde1/mcp-server
Ableton MCP
by ursaayush
Enables full control of Ableton Live from AI assistants, including transport, tracks, clips, devices, and scene management through 143 tools.
ursaayush/ableton-mcp
Canvas MCP
by zihan1997
Read-only FastMCP server for Canvas LMS study data.
zihan1997/canvas-mcp
miraya
by prachikaag
Enables Claude to research audience, competitors, and trends, generate Hinglish campaigns and comic story posts, and publish draft content to Facebook and Instagram.
prachikaag/mcp_social_posts
mcp-knowledge-base
by vishnu-vasan
A personal knowledge base MCP server that allows AI assistants to manage notes, tasks, and ideas through tools, resources, and prompts.
vishnu-vasan/mcp-knowledge-base
jcs-mcp
by nathanfolkman
Exposes the Joaquim Chaves Saúde patient portal as MCP tools, letting Claude or other clients fetch appointments, prescriptions, invoices, and documents from webapp.jcs.pt.
nathanfolkman/jcs-mcp
Vibe Stack MCP
by memextech
Helps developers choose optimal technology stacks through progressive questioning about project requirements, budget, and technical comfort level. Provides personalized recommendations focused on beginner-friendly Platform-as-a-Service solutions with deployment guides and cost estimates.
memextech/vibe-plan-mcp
joo_mcp
by marcjoo1209
Enables natural language CRUD operations on notes by integrating FastAPI, Gemini, and MCP.
marcjoo1209/joo_mcp
Meshy AI MCP Server
by blueplanet0628
Enables to generate 3D models from text and images, apply textures, and remesh models using the Meshy AI API.
blueplanet0628/meshy-ai-mcp
Identity Server
by ruthvik-947
A local MCP server that maintains and serves personal identity context to LLMs.
ruthvik-947/identity-server
EMY Weather MCP Server
by aristath
Provides live Greek weather data from EMY, including forecasts, alerts, marine bulletins, warnings, and climate records. Supports location-based queries by name, ID, or coordinates without requiring an API key.
aristath/EMY-MCP
Plaid
by 304techmaven
Provides a robust bridge to the Plaid financial API, enabling secure access to bank account data, transactions, and authentication flows for financial analysis and personal finance tracking.
304techmaven/plaid-mcp-server
mcp-echarts
by hustcc
🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.
hustcc/mcp-echarts
MCP Database Manager
by tskymmt
Self-documenting MCP server enabling AI agents to autonomously create, manage, and query SQLite databases with enforced metadata requirements for discoverability.
TskYmmt/mcp-agent-external-memory
Jira MCP Server
by tristandistretti
Exposes Jira API calls as tools for use with AI models like Claude, enabling project listing, board management, issue creation/deletion/status updates, and more.
tristandistretti/jira_mcp
SEC EDGAR Filings MCP Server
by momotime7584
Enables AI assistants to download, convert (HTML to PDF), and parse SEC EDGAR filings into Markdown, supporting filing types like 8-K, 10-Q, 10-K, and DEF 14A with Docker deployment and rate limiting.
momotime7584/sec-edgar-filings-mcp
slsk-mcp
by voidtype
An MCP server that enables AI assistants to log into Soulseek, search the network, and download files through simple tool calls.
voidtype/slsk_mcp
LLM Gateway
by leonachata
Centralized gateway for multiple AWS Bedrock models through the Model Context Protocol (MCP), enabling AI agents to interact with 15+ Bedrock models like Nova, Claude, Llama, and Mistral.
LeonAchata/Bedrock-Gateway
LinkedIn MCP Server
by sudharsan2618
Enables AI agents to interact with LinkedIn through MCP tools for retrieving company profiles, posts, insights, and person profiles, as well as a prompt for account research.
Sudharsan2618/Linkedin-MCP-Server
Cluster Execution MCP Server
by marc-shade
Enables cluster-aware command execution and automatic task routing across distributed nodes based on system load, architecture, and OS requirements. It supports parallel execution, remote node management via SSH, and dynamic load balancing for agentic workflows.
marc-shade/cluster-execution-mcp
manufacturing-defect-mcp
by darrellathaya
MCP server for manufacturing defect investigation using knowledge graphs and graph analytics. Enables LLM agents to retrieve context, find similar cases, and generate investigation reports from manufacturing data.
darrellathaya/manufacturing-defect-mcp
MCP Knowledge Base Reader
by fmicalizzi
MCP server for reading JSON knowledge bases without modifications
fmicalizzi/mcp-read-json
Financial Analyst MCP Server
by prakharsinghdev
Enables interactive stock market analysis using local Deepseek-R1 model through Ollama. Supports querying stock data, generating visualizations, and performing financial analysis via natural language commands in Cursor IDE or terminal.
PrakharSinghDev/MCP-powered-financial-analyst
Discord MCP Server
by alex2neo
Enables LLMs to read messages, discover channels, send messages, and monitor Discord communities using the Discord HTTP API.
alex2neo/discord-mcp
Directus Content MCP Server
by directus
Enables Directus users to interact with their data in LLMs, allowing content editors and data analysts to manage content, query collections, and perform data operations using natural language.
directus/mcp
HH MCP Server
by iraguzov
Enables to interact with hh.ru (a Russian job platform) through browser automation, allowing users to search for jobs, manage resumes, apply to vacancies with cover letters, and track application statuses via natural language.
iraguzov/hh-mcp-server
mongo-mcp-server
by matteturtle09
MCP server for mongoDB
Matteturtle09/mongo-mcp-server
local-expense-tracker
by k37vin
A local MCP server for tracking personal expenses using SQLite, enabling users to add, list, and summarize expenses via natural language.
K37VIN/local-expense-tracker-mcp-server
MCP Server for ETL Orchestration
by atharvpatwardhan
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena, and S3, allowing LLM agents to control and monitor data infrastructure.
atharvpatwardhan/MCP-Server-for-ETL-Orchestration
mouser-search-mcp
by cmaurer
Provides tools to search the Mouser Electronics parts catalog via keyword, part number, and manufacturer queries using the Mouser Search API.
cmaurer/mouser-search-mcp
MCP Buste Paga
by morettimarco
Parses Italian INAZ payslip PDFs into a local SQLite database, enabling AI clients to analyze salary history, search items, and get detailed breakdowns while keeping data on your machine.
morettimarco/MCP-Buste-Paga
AutoBot MCP
by yz0903
Enables remote control and automation of Android devices through the Model Context Protocol, supporting UI interactions, app management, ADB commands, screenshots, and device information retrieval via AutoBot API.
yz0903/autobot-mcp
My MCP Server
by aarongeb
A lightweight MCP server providing tools for adding integers, getting current time, and fetching weather forecasts via wttr.in.
aaronGeb/mcp
jira-mcp
by ibacher
A local MCP server that wraps the Jira REST API v3, enabling issue management, searching, commenting, and transitions for openmrs.atlassian.net via Basic Auth.
ibacher/jira-mcp
NoteMind
by adityathedev
A lightweight, intelligent note-organizing server that acts as an AI-powered personal memory vault for capturing, organizing, and retrieving insights using FastMCP and SQLite.
AdityaTheDev/notemind-mcpserver
PowerPoint Automation MCP Server
by buckylee2019
Enables AI assistants to create, modify, and manage PowerPoint presentations programmatically using python-pptx.
buckylee2019/powerpoint-automation-mcp
FinMCP-Core
by souzanahamza
Financial MCP server providing 15 tools for stock quotes, financials, risk metrics, news sentiment, SEC filings, and session summaries via Yahoo Finance data.
souzanahamza/finMCP
MCP SQL Server
by miguel1603
An MCP server that connects LLMs to SQL databases for development assistance, enabling query execution, schema exploration, and data manipulation while providing safety controls against destructive operations.
miguel1603/MCP-SQL
Excel MCP Server
by dhruvimahale08
Enables AI-powered employee data management in Excel files, automatically classifying employees by department, designation, and salary band based on experience and role, with automatic data validation and backup capabilities.
Dhruvimahale08/Excel_mcp
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