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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.

6,236 MCPs on the index

Page 56 of 125

D/43
tools pending

MCP Presidio

An MCP server that enables LLMs to detect and anonymize over 25 types of Personally Identifiable Information (PII) using Microsoft Presidio. It supports various redaction strategies and can process both plain text and structured data to help ensure data privacy.

cmalpass/mcp-presidio

D/43
tools pending

PropellerAds MCP Server

Integrates PropellerAds' programmatic advertising platform with AI to automate campaign management, real-time optimization, and performance analysis. It enables users to create, scale, and manage ad campaigns through natural language commands for tasks like bid adjustment and zone blacklisting.

JanNafta/propellerads-mcp

D/43
tools pending

Luno MCP Server

MCP Server for Luno API

luno/luno-mcp

D/43
tools pending

TaskFlow MCP Server

Integrates task management capabilities into Claude Desktop, enabling users to create, track, search, and manage tasks with status updates, team assignments, overdue tracking, and automated standup reports.

MuthuPalaniappan925/TaskFlow-MCP-Server-101

D/43
tools pending

Zoho CRM

Integrates with Zoho CRM API for managing leads, contacts, deals, and records.

asklokesh/zoho-crm-mcp-server

D/43
tools pending

mcp-camara

An MCP server that provides access to the Brazilian Chamber of Deputies open data API. It enables users to search for deputies, track their expenses, and query legislative information such as bills and API endpoints.

vrtornisiello/mcp-camara

D/43
tools pending

Multi-Agent Deep Researcher

Orchestrates three specialized agents (web searcher, research analyst, and technical writer) using CrewAI to automate comprehensive information gathering and synthesis workflows that combine web data retrieval, analysis, and structured report generation.

anubhav-77-dev/mcp-multi-agent-deep-researcher

D/43
tools pending

ScrapeLab MCP

Enables undetectable web scraping and browser automation for AI agents with 84 tools including stealth navigation, element extraction, network interception, and auto cookie consent dismissal. Bypasses anti-bot systems like Cloudflare and DataDome while providing LLM-ready markdown output and full Chrome DevTools Protocol access.

scrapelab/mcp

D/43
tools pending

mu-mcp

An MCP server that enables querying, viewing, and interacting with local emails through the mu mail indexer. It allows users to search messages, read email content, and open attachments directly from Claude Desktop and other MCP clients.

danielfleischer/mu-mcp

D/43
tools pending

Cisco FMC MCP Server

A read-only Model Context Protocol server that enables LLMs to query Cisco Firepower Management Center (FMC) for firewall configurations, network objects, and deployment status. It features automatic token management and built-in rate limiting to safely interact with FMC 7.4.x instances through natural language.

ZoemDoef/cisco-fmc-mcp

D/43
tools pending

Folk CRM MCP Server

Enables AI assistants to manage Folk CRM data, including contacts, companies, notes, and reminders. It supports searching for entities, logging interactions, and setting follow-up tasks through the Folk REST API.

NimbleBrainInc/mcp-folk

D/43
tools pending

inspirehep-mcp

A Python-based MCP server that enables searching for high-energy physics literature on INSPIRE-HEP by title, author, or full text. It provides optimized search results including citations, abstracts, and arXiv links while allowing filters for publication date and collaboration size.

hajifkd/inspirehep-mcp

D/43
tools pending

Unifi MCP Server

An MCP Server for interacting with Unifi networks.

mikecutalo/unifi-mcp-server

D/43
tools pending

Goatcounter MCP Server

Enables language models to query Goatcounter web analytics data, including pageviews, visitor statistics, referrers, browsers, and operating systems through a standardized tool interface with automatic rate limit handling.

rafaljanicki/goatcounter-mcp-server

D/43
tools pending

Metal Price MCP Server

An MCP server that provides current and historical gold/precious metal prices via the GoldAPI.io service.

isdaniel/mcp-metal-price

D/43
tools pending

mcp-server-http-streamable

A minimal Model Context Protocol server that facilitates network-based client connections using Streamable HTTP transport. It provides a greeting tool and is optimized for consistent deployment across local environments, Docker, and Kubernetes.

douglasqsantos/mcp-server-http-streamable

D/43
tools pending

Pyke MCP Server

An MCP server for the Pyke logic programming engine that enables LLMs to perform logical reasoning using knowledge bases with facts, rules, and queries. It supports session management, forward chaining inference, and bulk loading of programs in Logic-LLM format.

NewJerseyStyle/pyke-mcp

D/43
tools pending

agentgraph-trust

Security scanner and trust verification for AI agent tools. Scans GitHub repositories for vulnerabilities and returns signed trust attestations (Ed25519/JWS) with trust-tiered rate limiting recommendations.

agentgraph-co/agentgraph

D/43
tools pending

PLTM

Implements a jury-based memory validation system that extracts semantic triples from conversations, validates them through multi-judge architecture, and stores approved facts in persistent memory graphs with conflict resolution, personality synthesis, and temporal decay.

alby2007/pltm-mcp

D/43
tools pending

AWS Resources

Provides a Python-based interface for executing AWS queries across services like S3 and CodePipeline, enabling DevOps tasks and cloud resource management.

baryhuang/mcp-server-aws-resources-python

D/43
tools pending

paprika-3-mcp

MCP Server for creating/editing recipes in Paprika 3 with natural language

soggycactus/paprika-3-mcp

D/43
tools pending

mind-mem

Persistent, auditable memory for AI agents. Hybrid BM25 + vector recall with 18 MCP tools, adaptive block metadata (A-MEM), intent-aware routing, contradiction detection, and governance workflows. Zero external dependencies. Drop-in memory for Claude Code and any MCP-compatible agent.

star-ga/mind-mem

D/43
tools pending

Gmail MCP Server

A model context protocol server for your Gmail

Quantum-369/Gmail-mcp-server

D/43
tools pending

Pan Card Verification At Lowest Price MCP Server

Enables access to the Pan Card Verification API for validating Indian PAN card details. It provides a dedicated tool for performing PAN verification through a standardized MCP interface.

BACH-AI-Tools/bachai-pan-card-verification-at-lowest-price

D/43
tools pending

File Manage MCP Server

Enables LLMs to organize and manage Windows file systems with intelligent file analysis, automated grouping, renaming with date prefixes, and safe operations through dry-run mode and sandbox restrictions.

duaghwls/FileManageMCP

D/43
tools pending

atlassian-browser-mcp

Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available

GeiserX/atlassian-browser-mcp

D/43
tools pending

Finance MCP Server

A Model Context Protocol server that retrieves real-time financial and company data using the financialdatasets API. It provides a standardized interface for integrating financial data into agentic frameworks like Agno and Smol Agent.

Ihtishammehmood/Finance_MCP-Server

D/43
tools pending

AST MCP Server

Provides advanced code structure and semantic analysis through Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG) across multiple programming languages. It enables tasks like incremental parsing, complexity analysis, and AST diffing to help models understand and navigate codebases.

angrysky56/ast-mcp-server

D/43
tools pending

NYTimes MCP

Enables access to New York Times content through 5 specialized tools including article search, real-time news wire, most popular articles, monthly archives, and bestseller lists.

jeffmm/nytimes-mcp

D/43
tools pending

IBKR MCP Server

MCP Server for IBKR Client

seriallazer/ibkr-mcp-server

D/43
tools pending

Phabricator MCP Server

Enables AI assistants to interact with Phabricator for task management and code review workflows, including viewing and commenting on tasks, managing differential revisions, and providing intelligent review analysis with code context.

YushengAuggie/phabricator-mcp-server

D/43
tools pending

Datawrapper MCP

An MCP server that enables AI assistants to create, update, and publish Datawrapper charts through natural language. It provides tools for data synchronization, visual configuration, and retrieving chart images or editor links.

hqu/datawrapper-mcp

D/43
tools pending

Fashion Recommendation System

Analyzes fashion images using CLIP to extract clothing attributes like style, color, and fabric, then generates personalized recommendations based on detected tags and user behavior.

attarmau/styleclip

D/43
tools pending

SPINE2D Animation MCP Server

MCP server for creating SPINE2D animations

naosen/spine2d-animation-mcp

D/43
tools pending

Quant Framework MCP Server

An extensible framework that exposes quantitative research functions and financial data connectors, such as FRED, via an MCP server. It enables users to perform complex financial modelling, data retrieval, and autonomous research loops with built-in guardrails and pluggable components.

Epsom700/quant_framework

D/43
tools pending

qune-tech/ocds-mcp

MCP server for German public procurement data (OCDS). Semantic search, tender matching, and company profiles — all from your local LLM

qune-tech/ocds-mcp

D/43
tools pending

Safe Local Python Executor

Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' `smolagents` framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.

maxim-saplin/mcp_safe_local_python_executor

D/43
tools pending

Compoid MCP

A collaborative repository where AI agents and humans share research, images, videos and papers.

compoid/compoid-mcp

D/43
tools pending

Altinity MCP

Production-ready MCP server designed to empower AI agents and LLMs to interact seamlessly with ClickHouse. It exposes your ClickHouse database as a set of standardized tools and resources that adhere to the MCP protocol, making it easy for agents built on OpenAI, Claude, or other platforms to query, explore, and analyse your data.

Altinity/altinity-mcp

D/43
tools pending

MCP Server Search

MCP server to use a search engine to obtain locations of relevant information on the internet

MaartenSmeets/mcp-server-search

D/43
tools pending

Lumino

About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.

geored/lumino-mcp-server

D/43
tools pending

QuantOracle

63 deterministic quant computation tools for autonomous financial agents. Options pricing, derivatives, risk metrics, portfolio optimization, statistics, crypto/DeFi, macro/FX, time value of money. 1,000 free calls/day, no signup required.

QuantOracledev/quantoracle

D/43
tools pending

AlphaVantage MCP Server

Provides comprehensive market data, fundamental analysis, and technical indicators through the AlphaVantage API. It enables users to fetch financial statements, stock prices, and market news with sentiment analysis for detailed financial research.

NonmaskableInt/alphavantage-mcp

D/43
tools pending

[DEPRECATED] Cosmos DB MCP Server

A Model Context Protocol (MCP) server that provides secure access to Azure Cosmos DB datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

AzureCosmosDB/azure-cosmos-mcp-server

D/43
tools pending

Earn With AI

A list of open-source AI projects you can use to generate income easily.

garymengcom/EarnWithAI

D/43
tools pending

Java Decompiler MCP Server

An MCP server that uses the CFR decompiler to convert Java .class and .jar files back into readable source code. It supports single-file, batch, and recursive directory decompilation with automated CFR tool management.

RuoJi6/java-decompile-mcp

D/43
tools pending

Paradex MCP Server

A bridge between AI assistants and the Paradex perpetual futures trading platform for managing accounts, vaults, and orders. It enables users to retrieve real-time market data, monitor positions, and execute trading strategies through the Model Context Protocol.

tradeparadex/mcp-paradex-py

D/43
tools pending

Commerce-MCP

Enables natural-language control of e-commerce operations including product management, order processing, inventory tracking, customer service, content generation, and advertising analytics through 15 integrated MCP tools. Provides a local-first commerce automation solution with SQLite storage and extensible channel adapters for end-to-end online store workflows.

sinmb79/Commerc-MCP

D/43
tools pending

Bulk WhatsApp Validator

Enables validation of single or bulk WhatsApp numbers and retrieval of account metadata, such as business status and profile info, via the Bulk WhatsApp Validator API.

BACH-AI-Tools/bachai-bulk-whatsapp-validator

D/43
tools pending

FastMCP v2 🚀

🚀 The fast, Pythonic way to build MCP servers and clients

jlowin/fastmcp

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