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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 341 of 469

67/100 Code
4 tools

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

67/100 Code
1 tools

MCP Project

by lee926427

for query and add student

lee926427/MCP-Server

67/100 Code
6 tools

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

67/100 Code
9 tools

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

67/100 Code
43 tools

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

67/100 Code
22 tools

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

67/100 Code
12 tools

Email by bischoffjeremy

by bischoffjeremy

Provider-agnostic email management via IMAP and SMTP with configurable read, send, and delete operations.

bischoffjeremy/email-mcp

67/100 Code
1 tools

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

67/100 Code
245 tools

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

67/100 Code
18 tools

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

67/100 Code
1 tools

my-server MCP Server

by vivalalova

a mcp server

vivalalova/mcp_practice

67/100 Code
4 tools

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

67/100 Code
9 tools

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

67/100 Code
tools pending

github-mcp-server

by parassolanki

A model context protocol server for GitHub API

ParasSolanki/github-mcp-server

67/100 Code
9 tools

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

67/100 Code
6 tools

mcp-databricks

by yabur

Provides MCP tools to interact with Databricks SQL warehouses, enabling metadata discovery, table reading, and DDL operations.

yabur/mcp-databricks

67/100 Code
6 tools

claude-session-mcp

by gunther-schulz

Fork-aware MCP server for searching and navigating Claude Code session history.

Gunther-Schulz/claude-session-mcp

67/100 Code
3 tools

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

67/100 Code
56 tools

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

67/100 Code
tools pending

Neo4j MCP Server

by tobarrientos2

A Neo4j MCP server implementation for managing graph database operations through the Model Context Protocol

Tobarrientos2/neo4j-mcpserver

67/100 Code
12 tools

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

67/100 Code
16 tools

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

67/100 Code
13 tools

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

67/100 Code
65 tools

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

67/100 Code
1 tools

mcp-test-server

by mohit-solankii

GitHub MCP server for testing

MOHIT-SOLANKII/mcp-test-server

67/100 Code
3 tools

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

67/100 Code
6 tools

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

67/100 Code
6 tools

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

67/100 Code
6 tools

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

67/100 Code
2 tools

Flutter Tools MCP Server

by dkpoulsen

flutter mcp server

dkpoulsen/flutter-tools

67/100 Code
7 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

67/100 Code
tools pending

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

67/100 Code
10 tools

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

67/100 Code
54 tools

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

67/100 Code
10 tools

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

67/100 Code
10 tools

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

67/100 Code
51 tools

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

67/100 Code
10 tools

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

67/100 Code
9 tools

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

67/100 Code
24 tools

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

67/100 Code
5 tools

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

67/100 Code
24 tools

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

67/100 Code
21 tools

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

67/100 Code
9 tools

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

67/100 Code
5 tools

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

67/100 Code
14 tools

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

67/100 Code
8 tools

Stride28 Search

by brunonxu

MCP server providing aggregated search across Xiaohongshu and Zhihu using Playwright browser automation via stdio transport.

brunonxu/stride28-search-mcp

67/100 Code
16 tools

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

67/100 Code
19 tools

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

67/100 Code
1 tools

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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