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.
Code Verified
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.
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
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
Luno MCP Server
MCP Server for Luno API
luno/luno-mcp
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
Zoho CRM
Integrates with Zoho CRM API for managing leads, contacts, deals, and records.
asklokesh/zoho-crm-mcp-server
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
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
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
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
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
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
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
Unifi MCP Server
An MCP Server for interacting with Unifi networks.
mikecutalo/unifi-mcp-server
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
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
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
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
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
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
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
paprika-3-mcp
MCP Server for creating/editing recipes in Paprika 3 with natural language
soggycactus/paprika-3-mcp
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
Gmail MCP Server
A model context protocol server for your Gmail
Quantum-369/Gmail-mcp-server
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
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
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
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
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
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
IBKR MCP Server
MCP Server for IBKR Client
seriallazer/ibkr-mcp-server
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
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
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
SPINE2D Animation MCP Server
MCP server for creating SPINE2D animations
naosen/spine2d-animation-mcp
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
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
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
Compoid MCP
A collaborative repository where AI agents and humans share research, images, videos and papers.
compoid/compoid-mcp
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
MCP Server Search
MCP server to use a search engine to obtain locations of relevant information on the internet
MaartenSmeets/mcp-server-search
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
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
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
[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
Earn With AI
A list of open-source AI projects you can use to generate income easily.
garymengcom/EarnWithAI
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
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
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
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
FastMCP v2 🚀
🚀 The fast, Pythonic way to build MCP servers and clients
jlowin/fastmcp
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