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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).

M8ven Verified — three independent tiers

Behavior Verified

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.

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.

22,683 MCPs on the index

Page 385 of 454

50/100
10 tools

After Effects MCP Server

by brandkickagency

Enables AI assistants to control Adobe After Effects through a WebSocket-based CEP panel, supporting composition, layer, animation, effects, and render operations.

brandkickagency/aftereffects-mcp

50/100
tools pending

goldenmatch

by benseverndev-oss

Zero-config entity resolution. The zero-tuning Fellegi-Sunter path beats hand-rolled Splink head-to-head; scales from a CSV to a verified 100M-row dedupe in 9.2 min on Ray. Fuzzy/exact/probabilistic + PPRL + LLM, identity graph. Python + edge-safe TypeScript (optional WASM), SQL-native in Postgres & DuckDB, MCP/REST + dbt/Airflow.

benseverndev-oss/goldenmatch

50/100
9 tools

tmux-bridge-mcp

by howardpen9

Enables AI agents to communicate and coordinate across tmux panes, allowing them to read, type, and send messages to each other without manual copy-pasting.

howardpen9/tmux-bridge-mcp

50/100
tools pending

Cachly — AI Cognitive Brain

by cachly-dev

Persistent AI memory for Claude Code, Cursor, GitHub Copilot & Windsurf — sessions, lessons learned, semantic search, and team brain. 38 MCP tools. Free tier, EU servers.

cachly-dev/cachly-mcp

50/100
tools pending

(S)AGE

by l33tdawg

Persistent, consensus-validated institutional memory for AI agents. Gives LLMs real memory that survives across sessions - validated through BFT consensus, not just dumped to a file.

l33tdawg/sage

50/100
tools pending

Notion MCP Server

by piskunproject

Connects Claude Desktop and other MCP clients directly to Notion with secure SSE support for CRUD operations. Designed for cloud deployment with bearer authentication, rate limiting, and security headers.

piskunproject/notion-mcp-server

50/100
38 tools

Staticbot

by bitfiction

Orchestrates AWS deployment workflows via the Staticbot API for static site hosting, Supabase migrations, and multi-stage infrastructure management.

bitfiction/staticbot-mcp

50/100
tools pending

Markdownify MCP Server

by anis-marrouchi

A Model Context Protocol server that converts diverse file types, including PDFs, images, audio, and Office documents, into Markdown format. It also transforms web content like YouTube transcripts and Bing search results into readable text for model consumption.

anis-marrouchi/markdownify-mcp-http-server

50/100
32 tools

Fathom

by 0xhashy

Simple solution to give Claude ability to check current time via MCP

0xHashy/fathom-fyi

50/100
10 tools

otel-mcp

by moondef

MCP server that gives AI agents access to your application's OpenTelemetry traces for querying, analysis, and debugging.

moondef/otel-mcp

50/100
tools pending

n8n-MCP

by vredrick

A Model Context Protocol server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations, enabling them to understand and work with n8n's 525+ workflow automation nodes.

vredrick/n8n-mcp

50/100
6 tools

syncause-debug-mcp

by syncause

Enables AI agents to query runtime debugging facts (stack traces, logs, function arguments) captured by Syncause, allowing them to fix root causes with evidence instead of guessing.

Syncause/mcp-server

50/100
tools pending

GoHighLevel MCP Server

by tailormadeweddings

Integrates Claude Desktop with GoHighLevel CRM, providing 269+ tools for contact management, messaging, sales, marketing, and more via MCP.

TailorMadeWeddings/GoHighLevel-MCP

50/100
7 tools

spoonacular-mcp

by ddsky

Enables AI assistants to search for recipes, get nutritional information, find ingredients, and more through the Spoonacular Food API using natural language.

ddsky/spoonacular-mcp

50/100
tools pending

mcp-clado

by operator670

operator670/mcp-clado

50/100
3 tools

Deception Remote MCP Server

by harshadk99

Simulates sensitive internal tools as a honeypot to detect unauthorized access and AI agent behaviors using Canarytokens, deployed as a serverless Cloudflare Worker with MCP protocol support.

harshadk99/deception-remote-mcp-server

50/100
tools pending

servo-fetch

by konippi

Servo-powered MCP server for JS-aware web fetching, content extraction, crawling, and software-rendered screenshots — Chromium-free single binary.

konippi/servo-fetch

50/100
2 tools

soteeabam/looppause-mcp

by soteeabam

Pauses AI agent execution and routes approval requests to humans via Slack or email, with cryptographically signed proof of the human's decision.

soteeabam/looppause-mcp

50/100
6 tools

Obsidian Vectorize MCP

by ben-vargas

Enables indexing and searching Obsidian notes via MCP, using Cloudflare's serverless platform for cost-effective vector embeddings and AI-powered search.

ben-vargas/obsidian-vectorize-mcp

50/100
5 tools

UniFi MCP Server

by sabler

Enables MCP-capable clients to interact with UniFi Site Manager and UniFi Dream Machine telemetry, providing tools for client details, ISP metrics, and more.

sabler/mcp-unifi

50/100
36 tools

mail-cal-drive-mcp

by rumbitopi

A self-hosted MCP server for managing email, calendar, and cloud storage across Microsoft 365, Google Workspace, and IMAP accounts, enabling natural language interaction through any MCP client.

rumbitopi/mail-cal-drive-mcp

50/100
tools pending

GoHighLevel MCP Server

by mindflowedstudios

Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive contact management, messaging, sales pipelines, appointments, marketing automation, and e-commerce operations through natural language.

mindflowedstudios/mindflowed_mcp

50/100
3 tools

web-tools-mcp-server

by georgittanchev

Drop-in replacement for Claude's native web_search and web_fetch tools, resolving IP blocks and user-agent detection by using your own API keys and proxy.

georgittanchev/mcp-search

50/100
6 tools

Annot

by pkk-dev

Retrieves and manages visual website feedback from Annot for applying design changes through AI assistants.

pkk-dev/annot-mcp

50/100
6 tools

Material UI MCP Server

by codedthemes

Provides AI assistants with comprehensive access to Material UI documentation, component details, and setup guides for building React applications. It enables searching through 50+ components and provides structured information on imports, customization, and best practices.

codedthemes/mui-mcp-codedthemes

50/100
tools pending

Telos Network MCP Server

by tairon-ai

A comprehensive suite of tools for DeFi operations and analytics on the Telos blockchain, including liquid staking, token swaps via Swapsicle, and real-time market data integration. It enables AI assistants to execute transactions, manage token portfolios, and monitor protocol yields through natural language.

Tairon-ai/telos-mcp

50/100
16 tools

mcp-jira-tempo

by huginnnx

A Jira and Tempo Cloud MCP server with file-based profiles for multi-site access, enabling natural language interaction with issue tracking, project management, and Tempo worklogs via generic REST tools.

huginnnx/mcp-jira-tempo

50/100
8 tools

schema-gen-mcp

by sharozdawa

Generate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.

sharozdawa/schema-gen

50/100
2 tools

Mermaid MCP Server

by ziangziangziang

Enables agents to search official Mermaid diagram syntax documentation and validate Mermaid diagram code before presenting it to users, ensuring syntactically correct flowcharts, sequence diagrams, class diagrams, and other Mermaid visualizations.

ziangziangziang/mcp-mermaid

50/100
115 tools

DUAL MCP Server

by ro-ro-b

Enables AI agents to interact directly with the DUAL Web3 Operating System for minting tokens, managing templates, and executing blockchain actions. It provides over 60 tools for handling wallets, organizations, and ZK-rollup infrastructure natively via the Model Context Protocol.

ro-ro-b/dual-mcp-server

50/100
8 tools

Google Search MCP Server

by mixelpixx

MCP Server built for use with VS Code / Cline / Anthropic - enable google search and ability to follow links and research websites

mixelpixx/GoogleSearch_McpServer

50/100
21 tools

Executive Cortex MCP

by apacheecho

Enables local task planning and execution with DAG-based plans, multiple reasoning methods, and persistence for AI agents.

ApacheEcho/Executive-Cortex

50/100
1 tools

mcp-server-coordinate

by abdiaden-debug

Extracts structured commitments (who promised what, by when, under conditions) from text transcripts, emails, Slack logs, etc. using Anthropic API.

abdiaden-debug/MCP-server

50/100
tools pending

AI-Archive MCP Server

by ai-archive-io

Enables AI agents to interact with the AI-Archive platform for research paper discovery through semantic search, paper submission and management, peer review with structured scoring, and citation generation in multiple formats.

AI-Archive-io/MCP-server

50/100
8 tools

mcp-gsuite

by khokan

Enables AI assistants to manage Gmail (list, search, send, label emails) and Google Calendar (list, create, update, delete events) via OAuth 2.0.

khokan/mcp-gsuite

50/100
tools pending

lemon-squeezy-mcp

by intrepidservicesllc

Universal Semantic Bridge for Lemon Squeezy: A high-performance Model Context Protocol (MCP) server that empowers AI assistants (Cursor, Claude, VS Code) to query payments, manage subscriptions, and sync customers to Salesforce directly from your editor. 🍋✨

IntrepidServicesLLC/lemonsqueezy-mcp-server

50/100
tools pending

mcp-server-routine-bot

by passionzale

Automates routine DevOps tasks like Jenkins builds and GitLab merge requests through the MCP protocol, simplifying daily operations.

PassionZale/mcp-server-routine-bot

50/100
9 tools

ovice MCP Server

by cti1650

Integrates with the ovice Public API to manage virtual office workspaces, groups, and users. It enables Claude to send targeted notifications and retrieve organizational metadata such as space names and access URLs.

cti1650/ovice-mcp-server

50/100
tools pending

Vibe Coder MCP Server

by freshtechbro

Vibe-Coder-MCP server extends AI assistants with specialized software development tools.

freshtechbro/Vibe-Coder-MCP

50/100
tools pending

code-pathfinder

by shivasurya

Static Code Analysis for security teams with Inter file taint analysis. Built for finding vulnerabilities, advanced structural search, derive insights and supports MCP

shivasurya/code-pathfinder

50/100
24 tools

Entrez MCP Server

by leongxj123

Provides access to NCBI's E-utilities, PubChem, and PMC APIs for searching and retrieving biomedical literature, chemical, and genomic data.

leongxj123/entrez-mcp-server

50/100
tools pending

XRPL MCP

by tamago-labs

Enables interaction with XRP Ledger blockchain for managing wallets, creating and trading tokens, minting and managing NFTs, and executing DEX trades through 15+ comprehensive tools.

tamago-labs/xrpl-mcp

50/100
tools pending

Jira QMetry MCP Server

by albertor03

MCP server to interact with the QMetry for Jira API, enabling management of test cases, test cycles, test plans, and more through well-defined tools.

albertor03/jira-qmetry-mcp

50/100
119 tools

it-tools-mcp

by wrenchpilot

A comprehensive Model Context Protocol (MCP) server that provides access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals. Inspired by https://github.com/CorentinTh/it-tools

wrenchpilot/it-tools-mcp

50/100
7 tools

Agent Bazaar MCP Server

by tombstonedash

MCP server for noui.bot Agent Bazaar — agent-first infrastructure tools. Platform stats, service discovery, deploy rail, and feedback reporting. Install via npx -y @forthebots/mcp-server.

TombStoneDash/noui-bot

50/100
29 tools

mtg-oracle

by gregario

Magic: The Gathering MCP server with card search, rules lookup, deck analysis, and Commander intelligence

gregario/mtg-oracle

50/100
12 tools

Binance Cryptocurrency MCP

by jianchundev

Enables AI agents to access real-time Binance cryptocurrency market data including prices, order books, candlestick charts, trading history, and 24-hour statistics through natural language queries.

jianchundev/binance-mcp

49/100
26 tools

AutoSpectra MCP Server

by raphaenterprises-ai

All-in-one automation platform for AI agents, providing browser automation, API testing, debugging, and testing tools via the MCP protocol.

RaphaEnterprises-AI/autospectra-mcp-server

49/100
2 tools

arxiv-search MCP Server

by win4r

Enables searching academic papers on arXiv and retrieving detailed information such as title, authors, summary, and PDF link.

win4r/arxiv-search-MCP-Server

49/100
142 tools

mcp-server-backlog

by kazuhideoki

MCP Server for backlog

kazuhideoki/mcp-server-backlog

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