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.
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annota
by dengls24
paper note tool for zotero+claude code
dengls24/annota
telemetry-mcp
by selamy-labs
A read-only MCP server for querying telemetry data from configurable backends. Provides tools to list sources, describe schemas, run bounded queries, and compute aggregates.
selamy-labs/telemetry-mcp
urirun-connector-mcp-filesystem
by if-uri
Sandboxed filesystem connector for urirun/ifURI, providing query and command routes for file operations like list, read, stat, move, and write, with dry-run and sandboxing.
if-uri/urirun-connector-mcp-filesystem
kubearchive-mcp
by olegbet
A FastMCP server for querying, searching, and analyzing Kubernetes resources archived off-cluster with KubeArchive.
olegbet/kubearchive-mcp
Email Social Media Checker
by bach-ai-tools
Enables checking email addresses through the Email Social Media Checker API to verify and validate email information.
BACH-AI-Tools/bachai-email-social-media-checker
AOSP Platform Builder MCP
by goyaljai
Connects to a GCP-hosted AOSP build VM via IAP tunnel, uploads APKs as privileged system apps, and builds system.img.
goyaljai/aosp-platform-builder-mcp
scicompute-mcp
by sanshanjianke
MCP server for scientific computing with multiple backends (Mathematica, Octave, Python, R, SageMath, etc.) enabling mathematical computation and visualization through AI coding assistants.
sanshanjianke/scicompute-mcp
Early MCP Server
by weichselbaum
A Model Context Protocol server for the Early time tracking API, enabling natural language time tracking, activity management, and report generation.
weichselbaum/early-mcp
conversation-history-mcp
by sdillon001
A local MCP server that indexes and searches your Claude Code conversation history with both keyword and semantic search, fully private and running locally.
SDillon001/conversation-history-mcp
Sekha MCP Server
by sekha-ai
This MCP server exposes Sekha memory tools (store, search, update, etc.) to any MCP-compatible client, enabling persistent conversation memory across Claude Desktop, Claude Code, and other applications.
sekha-ai/sekha-mcp
mcp-comfyui
by bookandmusic
通过MCP协议调用ComfyUI加载并执行工作流,支持文生图、图编辑、放大、去背景等场景。
bookandmusic/comfyui-mcp
agentmem
by thezenmonster
Governed memory for coding agents with trust lifecycle, conflict detection, staleness tracking, and health scoring. SQLite + FTS5, zero infrastructure. Works with Claude Code, Cursor, Codex, Windsurf.
Thezenmonster/agentmem
LeyChile MCP
by ianguiloff
MCP server that connects AI to the Chilean legislation system (Ley Chile) for retrieving legal norms, citations, and intertemporal analysis.
IanGuiloff/LeyChile-mcp
WikiStrata
by kogarashi86
Enables querying and interacting with a Markdown wiki generated from Confluence pages, with search and MCP server for LLM access.
kogarashi86/WikiStrata
knowledge-mcp
by caitao-ct
语义搜索知识库,支持文档获取和索引刷新,使AI Agent能够检索团队知识。
caitao-ct/knowledge-base
Lorem Ipsum By Api Ninjas
by bach-ai-tools
Generates Lorem Ipsum placeholder text with customizable parameters including paragraph count, length, and formatting options through the API Ninjas service.
BACH-AI-Tools/lorem_ipsum_by_api_ninjas
YokTez MCP: YÖK Ulusal Tez Merkezi için MCP Sunucusu
by saidsurucu
MCP Server for Turkish Thesis Database
saidsurucu/yoktez-mcp
video-editing-ai-mcp
by csoai-org
AI-powered video editing toolkit: scene splitting, subtitle generation, thumbnail planning, color grading, and aspect ratio conversion.
CSOAI-ORG/video-editing-ai-mcp
ophelia-execution-verifier
by codedvibesx
MCP server that verifies restaurant booking outcomes by reconciling API claims against independent re-reads, with a recovery dial for stakes-based retry policies.
CodedVibesX/ophelia-execution-verifier
4get MCP Server
by fastmcp-me
Provides web, image, and news search capabilities via the 4get meta search engine API, with caching, retry logic, and configurable engine shorthands.
fastmcp-me/mcp-4get
LinkedIn Sales Navigator No Cookies Required MCP Server
by bach-ai-tools
Provides access to the LinkedIn Sales Navigator API without requiring browser cookies for authentication. It enables AI assistants to interact with sales data and various utility endpoints including TV Maze and deck of cards.
BACH-AI-Tools/bachai-linkedin-sales-navigator-no-cookies-required
Braze Universal MCP Server
by universal-mcp
Enables interaction with Braze customer engagement platform through a standardized MCP interface, providing access to Braze tools and services via a unified API.
universal-mcp/braze
mcp-pinecone
by fastmcp-me
Enables reading and writing to a Pinecone vector index, including semantic search, document management, and stats retrieval.
fastmcp-me/mcp-pinecone
mcp-web-search
by nacho4d
Provides DuckDuckGo web search and site fetching tools for Claude Desktop, enabling up to 10 search results and text content extraction from URLs.
nacho4d/mcp-web-search
CISO Assistant MCP Server
by knuckles-team
MCP server providing 100% coverage of the CISO Assistant GRC REST API through action-routed tools for compliance, risk management, and other security domains.
Knuckles-Team/ciso-assistant-api
remindctl-mcp
by sam-phinizy
MCP server for Apple Reminders, enabling management of reminders and lists via tools like add, edit, complete, and delete reminders.
sam-phinizy/remindctl-mcp
email-send-mcp
by yuhai0
An MCP server that enables LLMs to compose and send emails with attachments, and search for files in directories by pattern.
YUHAI0/email-send-mcp
falcon-mcp
by itsjahaziel
An MCP server that connects AI agents to the CrowdStrike Falcon platform for intelligent security analysis and automation across various security modules. It provides programmatic access to detections, incidents, host management, and threat intelligence to enhance security operations within agentic workflows.
itsjahaziel/falcon-mcp-ai
macbot-mcp
by anomalous3
Enables AI agents to control macOS applications through the Accessibility API, AppleScript, and CGEvents, providing structured text output of UI elements and actions without needing screenshots.
anomalous3/macbot-mcp
YaparAI MCP Server
by ilhankilic
An all-in-one AI content creation platform with 30 tools for generating images, videos, music, and managing enterprise social media and CRM. Enables content generation, image editing, e-commerce features, and social media management directly from MCP-compatible AI assistants.
ilhankilic/yaparai-mcp
Image-Generation-MCP
by purinnyova
Enables text-to-image generation using the api.airforce API, with a generate_image tool and model discovery resource.
PurinNyova/airforce-image-mcp
kfda-mcp
by pianovirus
Enables LLM agents to query Korean drug, DUR safety rules, and health supplement databases via MCP protocol.
pianovirus/kfda-mcp
summon-mcp
by aiskillhub
Self-evolving knowledge graph for AI agents — persistent memory that gets smarter with every interaction.
Aiskillhub/summon-mcp
Cisco NSO MCP Server
by dbono711
Enables AI-powered network automation through natural language interactions with Cisco NSO, providing access to device management, configuration retrieval, sync operations, and service orchestration via the RESTCONF API.
dbono711/cisco-nso-mcp-server
Inflation By Api Ninjas
by bach-ai-tools
Enables access to current inflation data including monthly and annual inflation percentages using CPI (Consumer Price Index) or HICP (Harmonized Index of Consumer Prices) indicators through the API Ninjas Inflation API.
BACH-AI-Tools/inflation_by_api_ninjas
mcp_oi_assistant
by hiturf
A secure MCP server for competitive programming that compiles, runs, and tests C++ code with safety features like directory isolation and resource limits.
hiturf/mcp_oi_assistant
roshan-harf-mcp
by dwin-gharibi
A self-hostable MCP server for Roshan AI's Persian speech service, Harf, enabling transcription, forced alignment, real-time streaming, and speaker analysis through natural language.
dwin-gharibi/roshan-harf-mcp
OpenSearch MCP Server
by solanabughunter-glitch
opensearch-mcp-server-py is a Model Context Protocol (MCP) server for OpenSearch that enables AI assistants to interact with OpenSearch clusters. It provides a standardized interface for AI models to perform operations like searching indices, retrieving mappings, and managing shards through both stdio and streaming (SSE/Streamable HTTP) protocols.
solanabughunter-glitch/opensearch-mcp-server-py
Cortex
by igrechuhin
Cortex is an MCP server that helps build and maintain a project Memory Bank for AI assistants, enabling reproducible, high-quality AI-driven development with a plan-do-commit loop.
igrechuhin/Cortex
Gemini Omni MCP
by nikships
FastMCP server for Google's gemini-omni-flash-preview video model, enabling text-to-video, image-to-video, and video editing with stateful interactions and batch generation.
nikships/gemini-omni-mcp
Real Time News Data MCP Server
by bach-ai-tools
Enables access to real-time news articles through search, topic headlines, full story coverage, and geo-based local news across multiple countries and languages using the Real Time News Data API.
BACH-AI-Tools/bachai-real-time-news-data
Smart File Manager MCP
by hyoseop1231
An AI-powered file management system that integrates with Claude Desktop to provide intelligent file analysis, multimedia processing, and automatic organization.
hyoseop1231/smart-file-manager-mcp
mcp-db-explorer
by arman1o1
A Model Context Protocol (MCP) server that exposes tools for exploring and querying SQLite and PostgreSQL databases. It allows Large Language Models (LLMs) to inspect table structures, perform statistical profiling, generate entity-relationship diagrams, and execute queries safely.
arman1o1/mcp-db-explorer
KQL MCP Server
by rod-trent
Enables AI assistants to query and analyze data in Azure Data Explorer, Log Analytics, and Microsoft Sentinel using Kusto Query Language (KQL) through tools, resources, and prompts.
rod-trent/KQL-MCP
Civis MCP Server
by civisanalytics
Enables interaction with the Civis Platform for data exploration, querying, and workflow execution. Supports schema-restricted read-only mode and tools like run_query, list_tables, and publish_html_report.
civisanalytics/mcp-server-civis
short-video-mcp
by matedort
Generates TikTok-style short videos narrated by Peter and Stewie Griffin from any content, using ElevenLabs for voice and FFmpeg for video assembly.
MateDort/short-video-mcp
ComfyUI-MCP-Server-Python
by metabrain-labs
Converts ComfyUI workflows into MCP tools for AI agents to generate images, videos, and other multimedia content.
MetaBrain-Labs/ComfyUI-MCP-Server-Python
notebook-tools-mcp
by tony-zhelonkin
MCP server for Jupyter notebook navigation and editing. Reads .ipynb files directly as JSON, providing efficient tools for reading, searching, and modifying cells without needing a Jupyter server.
tony-zhelonkin/notebook-tools-mcp
mcp-server-deerflow-kinthai
by kinthaiofficial
Exposes DeerFlow's multi-agent capabilities (deep research, data analysis, chart visualization, PPT/image generation, consulting) via the Model Context Protocol, enabling any MCP client to invoke these skills through a thin server wrapper.
kinthaiofficial/mcp-server-deerflow-kinthai
DigitalOcean MCP
by universal-mcp
Enables interaction with DigitalOcean services and tools through a unified API via the Model Context Protocol.
universal-mcp/digitalocean
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