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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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23,503 MCPs on the index

Page 193 of 471

73/100 Code
tools pending

personal-mcp-bridge

by wva2ccyk-prog

Enables safe, read-only browsing of allowlisted local directories through MCP, providing tools to list roots, read files, and search text.

wva2ccyk-prog/personal-mcp-bridge

73/100 Code
1 tools

Baidu Search MCP Server

by evilran

Baidu Search MCP Server I A Model Context Protocol (MCP) server that provides web search capabilities through Baidu, with additional features for content fetching and parsing.

Evilran/baidu-mcp-server

73/100 Code
tools pending

bach-walmart_scraper4

by bach-ai-tools

Enables scraping Walmart product data, including product details, top products by category, and monitoring scraping tasks.

BACH-AI-Tools/walmart_scraper4

73/100 Code
tools pending

Semrush Keyword Magic Tool MCP Server

by bach-ai-tools

Enables access to Semrush Keyword Magic Tool API for SEO keyword research, including keyword overview analysis, finding millions of keyword suggestions, and discovering question-based keywords across different countries and languages.

BACH-AI-Tools/bachai-semrush-keyword-magic-tool

73/100 Code
7 tools

Fathom AI MCP Server

by dot-fun

Enables AI assistants to access Fathom meeting recordings, summaries, transcripts, teams, and webhooks through the Model Context Protocol.

Dot-Fun/fathom-mcp

73/100 Code
13 tools

fhir-mcp-suite

by pcmedsinge

Three composable MCP servers for clinical AI — FHIR R4 read/search/validate, medical terminology (LOINC/SNOMED/RxNorm/ICD-10), and drug safety reasoning (interactions, dose check, allergy). Apache-2.0, production-ready.

pcmedsinge/fhir-mcp-suite

73/100 Code
18 tools

Aryn Local MCP Server

by aryn-ai

Enables processing PDFs via Aryn's API, typically used with a filesystem MCP server for file management.

aryn-ai/mcp-server

73/100 Code
7 tools

VMware ESXi

by bright8192

Provides a RESTful API for complete VMware ESXi/vCenter environment management including VM lifecycle operations and real-time performance monitoring through pyVmomi integration

bright8192/esxi-mcp-server

73/100 Code
7 tools

Artefact

by artefactventures

Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health. HubSpot.

artefactventures/artefact-mcp-server

73/100 Code
tools pending

audio-transcription-mcp

by ebmarquez

MCP server for audio transcription with speaker diarization. Transcribes MP3/WAV files using Faster-Whisper and pyannote.audio, outputs markdown with speaker labels, timestamps, summaries, and action items.

ebmarquez/audio-transcription-mcp

73/100 Code
3 tools

mfa-servicenow-mcp

by jshsakura

An MCP server for ServiceNow that supports multi-factor authentication via real browser (Playwright) and provides tools for reading, writing, and managing ServiceNow artifacts with safety guards.

jshsakura/mfa-servicenow-mcp

73/100 Code
tools pending

Scientific Calculator MCP Server

by thinkitpossible

Provides advanced mathematical calculation capabilities including symbolic algebra, numerical computing, data analysis, and image processing through SymPy, NumPy, SciPy, and pandas integration.

thinkitpossible/CalcMCP

73/100 Code
tools pending

Riddles By Api Ninjas MCP Server

by bach-ai-tools

Enables access to the API Ninjas Riddles API to retrieve random riddles. Users can request between 1-20 riddles at a time through a simple interface.

BACH-AI-Tools/bachai-riddles-by-api-ninjas

73/100 Code
tools pending

Rastro MCP

by rastro-ai

MCP server for Rastro catalog operations, exposing catalog, service, execution, and local visualization tools for use with Claude, Codex, or any MCP-compatible client.

Rastro-AI/rastro-mcp

73/100 Code
15 tools

mcp-finnhub

by cfdude

MCP server providing comprehensive access to Finnhub financial market data API for AI assistants like Claude Desktop.

cfdude/mcp-finnhub

73/100 Code
16 tools

phpIPAM MCP Server

by greglg45

MCP server for phpIPAM IP address management, enabling subnet, VLAN, VRF, and address operations via natural language.

greglg45/phpipam-mcp-server

73/100 Code
1 tools

ddg-mcp-search

by ss0832

A minimal MCP server that provides a DuckDuckGo search tool with configurable region, time limit, and safe search options.

ss0832/ddg-mcp-search

73/100 Code
tools pending

secoda-analysis-mcp

by mbrummerstedt

A read-only MCP server for exploring and analyzing a Secoda data catalog, enabling AI chat, semantic search, glossary browsing, and data lineage tracing.

mbrummerstedt/secoda-analysis-mcp

73/100 Code
4 tools

Hacker News MCP Server

by erithwik

MCP Server for Hackernews

erithwik/mcp-hn

73/100 Code
tools pending

psychopathia-mcp

by nellinc

MCP server exposing the Psychopathia Machinalis diagnostic framework (79 conditions) — differential diagnosis of AI dysfunctions via 11 read-only tools.

NellInc/psychopathia-mcp

73/100 Code
tools pending

Docs MCP Server

by nic01asfr

Enables Claude to interact with collaborative Docs instances, providing document management, content editing, access control, and AI-powered transformations via MCP.

nic01asFr/docs-mcp-server

73/100 Code
16 tools

🚀 FastMCP Boilerplate

by rainer85ah

A MCP project built with Python, FastMCP, Ollama, Open-webUI, FastAPI, and Docker.

rainer85ah/mcp-server

73/100 Code
11 tools

mcp-ltm

by kvas-it

Provides persistent long-term memory for AI assistants with tag-based retrieval, wiki-style linking, and source references, storing memories as markdown files with SQLite index.

kvas-it/mcp-ltm

73/100 Code
5 tools

MCP Meme Sticky

by nkapila6

Create AI generated memes using MCP Meme Sticky. Can converted generated memes into stickers for Telegram or WhatsApp (WA coming soon). ✨ no APIs required ✨.

nkapila6/mcp-meme-sticky

73/100 Code
4 tools

logodev-mcp

by pvliesdonk

Enables looking up company logos and brand data via the logo.dev API.

pvliesdonk/logodev-mcp

73/100 Code
54 tools

open-proxy-mcp

by marcoyou

AI-ready data for investors and stewardship specialists who wants to have easy access to agm & governance related disclosures for Korean stocks

MarcoYou/open-proxy-mcp

73/100 Code
4 tools

mcp-inotes

by pongsapakl

Enables LLMs to create, read, and append notes in Apple Notes through AppleScript, with append-only operations restricted to a single folder for safety.

pongsapakl/mcp-inotes

73/100 Code
4 tools

lottery-mcp

by ishuen

Enables retrieval of Taiwan lottery data for a specified month, supporting Super Lotto 638, Lotto 649, Daily Cash 539, and Lotto 4D.

ishuen/lottery-mcp

73/100 Code
tools pending

Hands

by yuvitbatra

A macOS computer-use MCP server that grants AI agents mouse, keyboard, and screen control with a robust security model including permission profiles, app deny-lists, and audit logging.

yuvitbatra/hands-mcp

73/100 Code
tools pending

Agent Negotiation MCP

by csoai-org

Agent Negotiation - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/agent-negotiation-mcp

73/100 Code
tools pending

NPPES MCP Server

by rradhakr-git

An MCP server for searching healthcare providers in the US National Provider Identifier (NPI) Registry, enabling natural language queries for provider data in MCP-compatible AI assistants.

rradhakr-git/nppes-mcp-server

73/100 Code
1 tools

model-context-protocol

by arkapatra31

MCP server enabling real-time weather queries via Tavily API and internet usage data by country via MongoDB.

arkapatra31/model-context-protocol

73/100 Code
4 tools

paper-extraction-MCP

by tylo-git

Enables structured information extraction from academic PDFs using LLMs, integrating with Claude Desktop for natural language querying and batch processing.

tylo-git/paper-extraction-MCP

73/100 Code
9 tools

cpp-semantic-graph

by fs-yuao

Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI assistants to search classes, functions, inheritance, callers, callees, overrides, and more.

FS-Yuao/cpp-semantic-graph

73/100 Code
tools pending

MCPLink-CLI

by gitstq

Lightweight terminal MCP protocol conversion gateway engine that automatically converts any OpenAPI/Swagger REST API into MCP-compatible tools for AI coding assistants like Claude Code and Cursor.

gitstq/MCPLink-CLI

73/100 Code
1 tools

mcp-server-fetch-rag

by attamari

Fetches web content and returns relevant chunks using RAG with semantic chunking, query-based scoring, and LexRank, supporting PDFs and 50+ languages.

attamari/mcp-server-fetch-rag

73/100 Code
4 tools

Data Product MCP

by entropy-data

Enables AI agents to discover, request access to, and query data products in Data Mesh Manager, enforcing governance policies while retrieving business data from platforms like Snowflake and Databricks.

entropy-data/dataproduct-mcp

73/100 Code
tools pending

nova-act-mcp-server

by madtank

An MCP server providing tools to control web browsers using the Amazon Nova Act SDK. Enables multi-step browser automation workflows via MCP agents.

madtank/nova-act-mcp

73/100 Code
1 tools

Foreman MCP Server

by ofedoren

Enables interaction with Foreman infrastructure management platform through MCP tools, prompts, and resources. Supports querying host information, security updates, and accessing Foreman data via natural language.

ofedoren/foreman-mcp-server

73/100 Code
10 tools

Codebase Intelligence MCP Server

by saptak-cyber

A production-grade MCP server providing advanced code intelligence capabilities such as semantic search, dependency analysis, and natural language Q&A across multiple programming languages.

Saptak-cyber/Mcp-Server-CodeBase-Intelligence

73/100 Code
4 tools

Firmware MCP Server

by alooswr

A local stdio MCP server for embedded firmware automation that exposes tools to build, flash, reset devices, and capture serial logs through a device configuration file.

Alooswr/firmware-mcp-server

73/100 Code
tools pending

DataHub MCP Server

by shemreader

Enables AI agents to search, explore data lineage, understand business context, and generate SQL queries across an organization's data ecosystem.

shemreader/mcp-server-datahub

73/100 Code
8 tools

qualys-mcp

by nelssec

Enables AI assistants to interact with Qualys security data via 7 workflow tools for vulnerability management, cloud security, containers, compliance, and remediation.

nelssec/qualys-mcp

73/100 Code
tools pending

Veritas

by lsyedibrahim

An AI-powered data investigation workspace for Product Managers, combining structured investigation workflows with a collectively maintained three-tier data catalog.

Lsyedibrahim/databricks-mcp

73/100 Code
3 tools

mcp-doc-reader

by aardpro

Enables AI assistants to read and extract text content from PDF, Excel, and Word documents via the Model Context Protocol.

aardpro/mcp-doc-reader

73/100 Code
55 tools

MCPEmulate

by labguy94

An MCP server that provides CPU emulation, disassembly, and assembly tools for LLM agents across multiple architectures including x86, ARM, and RISC-V. It enables agents to manage isolated emulation sessions, perform memory analysis, hook syscalls, and trace execution through a standard tool interface.

LabGuy94/MCPEmulate

73/100 Code
3 tools

fi-eli-mcp

by matematicsolutions

Enables accessing Finnish legislation from the Finlex open-data API, listing statutes by year and retrieving their full texts with ELI identifiers and Finnish citations.

matematicsolutions/fi-eli-mcp

73/100 Code
8 tools

Fintom8 E-Invoice MCP Server

by nikolaienkoigor

Enables autonomous agents to validate, audit, and correct e-invoices against European standards (EN16931) and Peppol regulations.

NikolaienkoIgor/Fintom8-E-invoice-MCP-server

73/100 Code
tools pending

GPSS Patent Search MCP

by hsiangjenli

MCP server for searching patents in Taiwan's Global Patent Search System (GPSS) using keywords and boolean operators, returning raw XML responses.

hsiangjenli/mcp-tw-gpss

73/100 Code
tools pending

ftrack MCP server

by huikku

Provides broad, typed access to the ftrack Studio production-tracking API for LLM agents via 28 tools, including generic CRUD and convenience operations for projects, tasks, notes, and more.

huikku/ftrack-mcp

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