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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.

23,454 MCPs on the index

Page 316 of 470

69/100 Code
16 tools

mssql-explorer-mcp

by debabsah

A read-only MCP server for exploring on-premises, multi-instance Microsoft SQL Server estates from AI clients, with read-only enforcement and Windows authentication support.

debabsah/mssql-explorer-mcp

69/100 Code
26 tools

panda-mcp

by lkathke

Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allowing users to record, diff, find signals, and send frames through natural language with Claude.

lkathke/Comma-Panda-MCP

69/100 Code
4 tools

limex-mcp

by limex-hq

Enables research queries and billing management through the Limex hosted API.

Limex-HQ/limex-mcp

69/100 Code
6 tools

WorldBank GDP & Employment MCP Server

by moderator11

An MCP server that interfaces with the WorldBank API to retrieve economic and labor market data such as GDP and employment indicators. It allows LLMs to query global development statistics including unemployment rates, labor force participation, and sectoral employment data.

Moderator11/mcpserver-gdp

69/100 Code
3 tools

Agentic RAG MCP Server

by jacsilva

An intelligent Retrieval-Augmented Generation (RAG) application that uses the Model Context Protocol (MCP) to automatically decide between searching a private knowledge base or the web.

jacsilva/bnbo-mcp-agentic

69/100 Code
16 tools

LinkedIn MCP Server

by jharshavardhan

Automates LinkedIn job search and profile editing via Playwright browser automation, enabling targeted job searches and profile updates without manual UI interaction.

jharshavardhan/LinkedIn-MCP-server

69/100 Code
23 tools

codescan

by cocodedk

Enables querying a Neo4j-based code graph for Python projects, providing tools for code structure, call graph, and test coverage analysis.

cocodedk/codescan

69/100 Code
9 tools

WorkplaceSearchAgent MCP Server

by chetanm0311

Enables AI agents to search, retrieve, and summarize content from workplace tools including Google Drive, Notion, Slack, and Confluence through secure Model Context Protocol.

Chetanm0311/WorkspaceSearchAgent

69/100 Code
59 tools

Freshdesk MCP Server

by mikeysrecipes

An MCP server implementation that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.

mikeysrecipes/freshdesk_mcp

69/100 Code
tools pending

Solana Web3.js MCP Server

by frankgengo

Enables AI assistants to interact with the Solana blockchain, manage accounts and tokens, and develop and deploy smart contracts end-to-end.

FrankGenGo/solana-web3js-mcp-server

69/100 Code
2 tools

edge-history-mcp

by adrianba

A Model Context Protocol server that exposes Microsoft Edge browsing history across multiple profiles, allowing listing profiles and fetching history for a given day.

adrianba/edge-browser-mcp

69/100 Code
6 tools

lyxamour-mcp

by lyxamour

A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5), web management interface, and flexible tool grouping system. Supports multiple transport protocols (stdio, SSE, HTTP Stream) with zero external dependencies.

lyxamour/mcp

69/100 Code
22 tools

vnprices-mcp

by gahoccode

An MCP server that provides Vietnamese financial market data through Claude Desktop, including historical prices, portfolio optimization, financial statements, and fund management.

gahoccode/vnprices-mcp

69/100 Code
16 tools

TalkDB

by nitin-gupta1109

Enables natural language querying of databases with multi-turn conversations, auto-generated charts, and proactive monitoring via scheduled queries and alerts.

Nitin-Gupta1109/TalkDB

69/100 Code
22 tools

spline-mcp

by lesleslie

MCP server for Spline.design code generation and asset management.

lesleslie/spline-mcp

69/100 Code
10 tools

Google Search Console MCP Server

by damupi

This MCP server provides LLMs with programmatic access to Google Search Console data and functionality, including search analytics, sitemap management, site management, and URL inspection.

damupi/mcp-gsc-oauth

69/100 Code
4 tools

Nano Banana MCP Server

by qso

An MCP server that provides AI-powered image generation through Google Gemini models with intelligent selection between Flash (speed) and Pro (quality) modes, supporting up to 4K resolution and advanced features like Google Search grounding.

qso/nanobanana-mcp-server

69/100 Code
7 tools

mcp-mirage-brand-extract

by m2ai-mcp-servers

Extracts brand identity (colors, typography, spacing) from any website and generates HTML/CSS replicas or applies branding to templates.

m2ai-mcp-servers/mcp-mirage-brand-extract

69/100 Code
8 tools

apple-fm-mcp

by yihan2099

MCP server that enables local Apple on-device Foundation Model access via any MCP client, supporting text generation, structured output, and multi-turn chat on macOS.

yihan2099/apple-fm-mcp

69/100 Code
27 tools

Brave Browser MCP Server

by slaveofgod1

Gives AI agents full control over Brave Browser, optimized for local LLMs to ensure low latency and high reliability.

SlaveOfGod1/Brave-Browser-MCP

69/100 Code
58 tools

pyocd-debug-mcp

by konbakuyomu

Enables AI tools to perform full-featured embedded microcontroller debugging via pyOCD and CMSIS-DAP probes, including probe management, flashing, breakpoints, register/memory access, fault analysis, and RTT communication.

konbakuyomu/pyocd-debug-mcp

69/100 Code
34 tools

SkyFi MCP Server

by astrogirlnim

An MCP server providing AI agents with access to satellite imagery, geospatial intelligence, and billing management through the SkyFi platform.

astrogirlnim/SkyFiMCP

69/100 Code
6 tools

Memex

by galthran-wq

Personal knowledge base MCP server enabling AI agents to search, read, and add knowledge via tools like kb_search, kb_read, and kb_add, with write operations handled through Cursor Cloud Agents that create formatted entries and open PRs.

galthran-wq/memex

69/100 Code
2 tools

MCP Chat

by sandeeppamujula

A command-line interface application that enables interactive chat with AI models via the Anthropic API, supporting document retrieval and command-based prompts through the MCP architecture.

SandeepPamujula/mcp

69/100 Code
3 tools

mcp-servers

by goofansu

🚀 The Model Context Protocol servers on my machine

goofansu/mcp-servers

69/100 Code
4 tools

THU Agent by CyberCraze

by cybercrazetech

An interactive coding agent and MCP server that provides access to various AI models via the Tsinghua University lab proxy API. It enables users to inspect files and execute shell commands within their local directory using models like DeepSeek, GLM, and Qwen.

cybercrazetech/THU-deepseek-glm-api-mcp-server

69/100 Code
4 tools

Azure Data Explorer MCP Server

by minaseem

Enables AI assistants to execute KQL queries against Azure Data Explorer and explore database resources like tables and schemas.

minaseem/adx_mcp

69/100 Code
6 tools

fred-macro-mcp

by kevinkda

Enables LLM agents to query US macroeconomic time series from FRED, including GDP, CPI, unemployment, and interest rates, for contextual research.

kevinkda/fred-macro-mcp

69/100 Code
10 tools

EcommAPI

by pedrofalchi-fullstack

Enables AI-powered analysis of e-commerce products and sales data, proposing price and description changes that require human approval before being applied to the Bling ERP system.

pedrofalchi-fullstack/EcommAPI

69/100 Code
1 tools

szge/lolwiki-mcp

by szge

Generate friendly greetings for any audience. Toggle Pirate Mode for a playful, swashbuckling styl…

szge/lolwiki-mcp

69/100 Code
4 tools

mcp-fts5-starter

by zx22413

Drop-in MCP server template with SQLite FTS5 search backend. ~300 lines, no vector DB, no embedding API, runs on a Pi.

zx22413/mcp-fts5-starter

69/100 Code
2 tools

AOW4 Tomes MCP Server

by spookyzn

MCP server for Age of Wonders 4 that helps AI agents guide players in selecting tomes and skills, leveraging tome data from the official wiki.

spookyzn/aow4_mcp

69/100 Code
14 tools

Meal Planner MCP

by illinigirl

Plans a week of meals from a local recipe library, optimizing for shared ingredients and avoiding repeats, then generates a consolidated shopping list and Markdown plan.

illinigirl/meal-planner-mcp

69/100 Code
7 tools

octopilot-mcp

by octopilot

Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect, generate, build, and wire up new repositories end-to-end using the Octopilot CI/CD toolchain.

octopilot/octopilot-mcp

69/100 Code
3 tools

Neo4j MCP Server

by st3v0rr

A Model Context Protocol server that enables running Cypher queries and retrieving schema from Neo4j databases, supporting AI-driven graph exploration and text-to-Cypher workflows.

st3v0rr/mcp-neo4j-cypher

69/100 Code
3 tools

🤖 nostr-code-snippet-mcp

by nodetec

🤖 code snippet mcp server

nodetec/nostr-code-snippet-mcp

69/100 Code
3 tools

Cost Explorer MCP Server

by milan9527

Enables querying and analyzing AWS cost and usage data through the AWS Cost Explorer API. Supports cost comparisons, forecasting, dimension filtering, and cost change driver analysis with streamable HTTP deployment to Amazon Bedrock Agentcore Runtime.

milan9527/CostExplorerMCP

69/100 Code
20 tools

Canvas MCP

by overtimepog

MCP server for Canvas LMS that exposes courses, assignments, modules, pages, files, grades, and submissions as tools for AI agents.

overtimepog/CanvasMCP

69/100 Code
14 tools

mtl-trello-mcp

by musictechlab

Enables managing Trello boards, lists, cards, labels, and members through natural language from any MCP-compatible client.

musictechlab/mtl-trello-mcp

69/100 Code
2 tools

legal-cite

by apiotrowski-afk

Verifies legal citations by fetching the exact, in-force wording of cited articles from official PL and EU legal sources, preventing hallucination by returning verbatim text.

apiotrowski-afk/legal-cite-pl

69/100 Code
2 tools

Grimdark Background MCP Server

by tobiasfong

Generates grimdark-industrial comic panel backgrounds using a local ComfyUI + Stable Diffusion pipeline, accepting a prompt and optional perspective sketch and style reference to output a finished PNG.

tobiasfong/Warhammer40000-background-mcp

69/100 Code
10 tools

fastNotion MCP

by whjwjx

Enables AI assistants to read and write to Notion databases with schema adaptation and stable API integration.

whjwjx/fastNotionMCP

69/100 Code
4 tools

Wise MCP Server

by rkm7448

A gateway MCP server for the Wise API that simplifies recipient management and money transfers. It enables listing recipients, creating new recipients, and sending money through the Wise platform with automated authentication.

rkm7448/mcp-wise

69/100 Code
14 tools

mcp-ads-arxiv

by estevesjh

MCP server for Claude: Read scientific papers from LaTeX source, not PDFs. NASA ADS search + arXiv + local library. Built for astrophysics research.

estevesjh/mcp-ads-arxiv

69/100 Code
69 tools

edamcp

by charliecpeterson

An MCP server for Exploratory Data Analysis that automatically profiles datasets, detects quality issues, PII, bias, and leakage, and provides cleaning and export workflows. It helps data scientists quickly understand and prepare unknown data for modeling.

charliecpeterson/edamcp

69/100 Code
tools pending

Terrain

by jeremyjiao01

Terrain indexes entire codebases into a queryable knowledge graph, providing AI coding assistants with precise function signatures, call graphs, and semantic search across all code.

JeremyJiao01/Terrain-AI

69/100 Code
24 tools

MikroTik RouterOS MCP

by drohi-r

Enables managing MikroTik RouterOS devices via natural language, with read-heavy network inspection and guarded write access across multiple routers.

drohi-r/mikrotik-routeros-mcp

69/100 Code
5 tools

Canvas LMS MCP

by diegoadborges

Enables AI agents to access Canvas LMS academic data such as courses, assignments, grades, and events via MCP tools.

diegoadborges/canvas-mcp

69/100 Code
61 tools

mcp-buy123-vendor

by asgard-ai-platform

Read-only MCP server for buy123 vendor portal, enabling AI assistants to query orders, returns, shipments, products, inventory, and more.

asgard-ai-platform/mcp-buy123-vendor

69/100 Code
1 tools

DuploCloud MCP Server

by duplocloud

Exposes DuploCloud infrastructure management as MCP tools by dynamically discovering duploctl commands, enabling AI agents to query state and perform auditable actions.

duplocloud/mcp

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