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The MCP Trust Index.

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).

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We verified this MCP by observing its actual behavior — tool calls, network activity, and side effects.

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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.

23,421 MCPs on the index

Page 342 of 469

67/100 Code
1 tools

DesignBot MCP

by simon-archer

Forwards messages to the Designsystemet assistant endpoint, enabling access through MCP-compatible clients.

simon-archer/designsystemet-mcp

67/100 Code
12 tools

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

67/100 Code
4 tools

used-tempon

by lettfeti

Enables logging time to Tempo (Jira time tracker) via natural language in Claude Desktop or OpenCode.

lettfeti/used-tempon

67/100 Code
8 tools

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

67/100 Code
54 tools

GBMCP

by loydgik

A Python stdio MCP server for querying standards metadata and downloading public standard documents from supported sources.

LoyDgIk/GBMCP

67/100 Code
3 tools

Lambda MCP Server Demo (Streamable HTTP)

by mikegc-aws

Creates a simple MCP tool server with \

mikegc-aws/Lambda-MCP-Server

67/100 Code
45 tools

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

67/100 Code
2 tools

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

67/100 Code
60 tools

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

67/100 Code
35 tools

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

67/100 Code
1 tools

TiDB MCP Server

by l1806858547

TiDB MCP Server

l1806858547/tidb-server

67/100 Code
4 tools

PostgreSQL MCP Server

by mde1

Enables AI assistants to execute SQL queries and inspect PostgreSQL database schema.

mde1/mcp-server

67/100 Code
143 tools

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

67/100 Code
10 tools

Canvas MCP

by zihan1997

Read-only FastMCP server for Canvas LMS study data.

zihan1997/canvas-mcp

67/100 Code
7 tools

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

67/100 Code
11 tools

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

67/100 Code
11 tools

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

67/100 Code
9 tools

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

67/100 Code
5 tools

joo_mcp

by marcjoo1209

Enables natural language CRUD operations on notes by integrating FastAPI, Gemini, and MCP.

marcjoo1209/joo_mcp

67/100 Code
17 tools

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

67/100 Code
6 tools

Identity Server

by ruthvik-947

A local MCP server that maintains and serves personal identity context to LLMs.

ruthvik-947/identity-server

67/100 Code
6 tools

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

67/100 Code
28 tools

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

67/100 Code
tools pending

mcp-echarts

by hustcc

🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

hustcc/mcp-echarts

67/100 Code
18 tools

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

67/100 Code
8 tools

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

67/100 Code
5 tools

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

67/100 Code
8 tools

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

67/100 Code
3 tools

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

67/100 Code
37 tools

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

67/100 Code
33 tools

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

67/100 Code
18 tools

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

67/100 Code
7 tools

MCP Knowledge Base Reader

by fmicalizzi

MCP server for reading JSON knowledge bases without modifications

fmicalizzi/mcp-read-json

67/100 Code
3 tools

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

67/100 Code
7 tools

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

67/100 Code
tools pending

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

67/100 Code
9 tools

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

67/100 Code
1 tools

mongo-mcp-server

by matteturtle09

MCP server for mongoDB

Matteturtle09/mongo-mcp-server

67/100 Code
3 tools

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

67/100 Code
15 tools

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

67/100 Code
5 tools

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

67/100 Code
5 tools

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

67/100 Code
57 tools

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

67/100 Code
3 tools

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

67/100 Code
11 tools

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

67/100 Code
8 tools

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

67/100 Code
22 tools

PowerPoint Automation MCP Server

by buckylee2019

Enables AI assistants to create, modify, and manage PowerPoint presentations programmatically using python-pptx.

buckylee2019/powerpoint-automation-mcp

67/100 Code
15 tools

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

67/100 Code
5 tools

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

67/100 Code
5 tools

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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