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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mssql-explorer-mcp
by debabsah
A read-only MCP server for exploring on-premises, multi-instance Microsoft SQL Server estates from AI clients, with read-only enforcement and Windows authentication support.
debabsah/mssql-explorer-mcp
panda-mcp
by lkathke
Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allowing users to record, diff, find signals, and send frames through natural language with Claude.
lkathke/Comma-Panda-MCP
limex-mcp
by limex-hq
Enables research queries and billing management through the Limex hosted API.
Limex-HQ/limex-mcp
WorldBank GDP & Employment MCP Server
by moderator11
An MCP server that interfaces with the WorldBank API to retrieve economic and labor market data such as GDP and employment indicators. It allows LLMs to query global development statistics including unemployment rates, labor force participation, and sectoral employment data.
Moderator11/mcpserver-gdp
Agentic RAG MCP Server
by jacsilva
An intelligent Retrieval-Augmented Generation (RAG) application that uses the Model Context Protocol (MCP) to automatically decide between searching a private knowledge base or the web.
jacsilva/bnbo-mcp-agentic
LinkedIn MCP Server
by jharshavardhan
Automates LinkedIn job search and profile editing via Playwright browser automation, enabling targeted job searches and profile updates without manual UI interaction.
jharshavardhan/LinkedIn-MCP-server
codescan
by cocodedk
Enables querying a Neo4j-based code graph for Python projects, providing tools for code structure, call graph, and test coverage analysis.
cocodedk/codescan
WorkplaceSearchAgent MCP Server
by chetanm0311
Enables AI agents to search, retrieve, and summarize content from workplace tools including Google Drive, Notion, Slack, and Confluence through secure Model Context Protocol.
Chetanm0311/WorkspaceSearchAgent
Freshdesk MCP Server
by mikeysrecipes
An MCP server implementation that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
mikeysrecipes/freshdesk_mcp
Solana Web3.js MCP Server
by frankgengo
Enables AI assistants to interact with the Solana blockchain, manage accounts and tokens, and develop and deploy smart contracts end-to-end.
FrankGenGo/solana-web3js-mcp-server
edge-history-mcp
by adrianba
A Model Context Protocol server that exposes Microsoft Edge browsing history across multiple profiles, allowing listing profiles and fetching history for a given day.
adrianba/edge-browser-mcp
lyxamour-mcp
by lyxamour
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5), web management interface, and flexible tool grouping system. Supports multiple transport protocols (stdio, SSE, HTTP Stream) with zero external dependencies.
lyxamour/mcp
vnprices-mcp
by gahoccode
An MCP server that provides Vietnamese financial market data through Claude Desktop, including historical prices, portfolio optimization, financial statements, and fund management.
gahoccode/vnprices-mcp
TalkDB
by nitin-gupta1109
Enables natural language querying of databases with multi-turn conversations, auto-generated charts, and proactive monitoring via scheduled queries and alerts.
Nitin-Gupta1109/TalkDB
spline-mcp
by lesleslie
MCP server for Spline.design code generation and asset management.
lesleslie/spline-mcp
Google Search Console MCP Server
by damupi
This MCP server provides LLMs with programmatic access to Google Search Console data and functionality, including search analytics, sitemap management, site management, and URL inspection.
damupi/mcp-gsc-oauth
Nano Banana MCP Server
by qso
An MCP server that provides AI-powered image generation through Google Gemini models with intelligent selection between Flash (speed) and Pro (quality) modes, supporting up to 4K resolution and advanced features like Google Search grounding.
qso/nanobanana-mcp-server
mcp-mirage-brand-extract
by m2ai-mcp-servers
Extracts brand identity (colors, typography, spacing) from any website and generates HTML/CSS replicas or applies branding to templates.
m2ai-mcp-servers/mcp-mirage-brand-extract
apple-fm-mcp
by yihan2099
MCP server that enables local Apple on-device Foundation Model access via any MCP client, supporting text generation, structured output, and multi-turn chat on macOS.
yihan2099/apple-fm-mcp
Brave Browser MCP Server
by slaveofgod1
Gives AI agents full control over Brave Browser, optimized for local LLMs to ensure low latency and high reliability.
SlaveOfGod1/Brave-Browser-MCP
pyocd-debug-mcp
by konbakuyomu
Enables AI tools to perform full-featured embedded microcontroller debugging via pyOCD and CMSIS-DAP probes, including probe management, flashing, breakpoints, register/memory access, fault analysis, and RTT communication.
konbakuyomu/pyocd-debug-mcp
SkyFi MCP Server
by astrogirlnim
An MCP server providing AI agents with access to satellite imagery, geospatial intelligence, and billing management through the SkyFi platform.
astrogirlnim/SkyFiMCP
Memex
by galthran-wq
Personal knowledge base MCP server enabling AI agents to search, read, and add knowledge via tools like kb_search, kb_read, and kb_add, with write operations handled through Cursor Cloud Agents that create formatted entries and open PRs.
galthran-wq/memex
MCP Chat
by sandeeppamujula
A command-line interface application that enables interactive chat with AI models via the Anthropic API, supporting document retrieval and command-based prompts through the MCP architecture.
SandeepPamujula/mcp
mcp-servers
by goofansu
🚀 The Model Context Protocol servers on my machine
goofansu/mcp-servers
THU Agent by CyberCraze
by cybercrazetech
An interactive coding agent and MCP server that provides access to various AI models via the Tsinghua University lab proxy API. It enables users to inspect files and execute shell commands within their local directory using models like DeepSeek, GLM, and Qwen.
cybercrazetech/THU-deepseek-glm-api-mcp-server
Azure Data Explorer MCP Server
by minaseem
Enables AI assistants to execute KQL queries against Azure Data Explorer and explore database resources like tables and schemas.
minaseem/adx_mcp
fred-macro-mcp
by kevinkda
Enables LLM agents to query US macroeconomic time series from FRED, including GDP, CPI, unemployment, and interest rates, for contextual research.
kevinkda/fred-macro-mcp
EcommAPI
by pedrofalchi-fullstack
Enables AI-powered analysis of e-commerce products and sales data, proposing price and description changes that require human approval before being applied to the Bling ERP system.
pedrofalchi-fullstack/EcommAPI
szge/lolwiki-mcp
by szge
Generate friendly greetings for any audience. Toggle Pirate Mode for a playful, swashbuckling styl…
szge/lolwiki-mcp
mcp-fts5-starter
by zx22413
Drop-in MCP server template with SQLite FTS5 search backend. ~300 lines, no vector DB, no embedding API, runs on a Pi.
zx22413/mcp-fts5-starter
AOW4 Tomes MCP Server
by spookyzn
MCP server for Age of Wonders 4 that helps AI agents guide players in selecting tomes and skills, leveraging tome data from the official wiki.
spookyzn/aow4_mcp
Meal Planner MCP
by illinigirl
Plans a week of meals from a local recipe library, optimizing for shared ingredients and avoiding repeats, then generates a consolidated shopping list and Markdown plan.
illinigirl/meal-planner-mcp
octopilot-mcp
by octopilot
Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect, generate, build, and wire up new repositories end-to-end using the Octopilot CI/CD toolchain.
octopilot/octopilot-mcp
Neo4j MCP Server
by st3v0rr
A Model Context Protocol server that enables running Cypher queries and retrieving schema from Neo4j databases, supporting AI-driven graph exploration and text-to-Cypher workflows.
st3v0rr/mcp-neo4j-cypher
🤖 nostr-code-snippet-mcp
by nodetec
🤖 code snippet mcp server
nodetec/nostr-code-snippet-mcp
Cost Explorer MCP Server
by milan9527
Enables querying and analyzing AWS cost and usage data through the AWS Cost Explorer API. Supports cost comparisons, forecasting, dimension filtering, and cost change driver analysis with streamable HTTP deployment to Amazon Bedrock Agentcore Runtime.
milan9527/CostExplorerMCP
Canvas MCP
by overtimepog
MCP server for Canvas LMS that exposes courses, assignments, modules, pages, files, grades, and submissions as tools for AI agents.
overtimepog/CanvasMCP
mtl-trello-mcp
by musictechlab
Enables managing Trello boards, lists, cards, labels, and members through natural language from any MCP-compatible client.
musictechlab/mtl-trello-mcp
legal-cite
by apiotrowski-afk
Verifies legal citations by fetching the exact, in-force wording of cited articles from official PL and EU legal sources, preventing hallucination by returning verbatim text.
apiotrowski-afk/legal-cite-pl
Grimdark Background MCP Server
by tobiasfong
Generates grimdark-industrial comic panel backgrounds using a local ComfyUI + Stable Diffusion pipeline, accepting a prompt and optional perspective sketch and style reference to output a finished PNG.
tobiasfong/Warhammer40000-background-mcp
fastNotion MCP
by whjwjx
Enables AI assistants to read and write to Notion databases with schema adaptation and stable API integration.
whjwjx/fastNotionMCP
Wise MCP Server
by rkm7448
A gateway MCP server for the Wise API that simplifies recipient management and money transfers. It enables listing recipients, creating new recipients, and sending money through the Wise platform with automated authentication.
rkm7448/mcp-wise
mcp-ads-arxiv
by estevesjh
MCP server for Claude: Read scientific papers from LaTeX source, not PDFs. NASA ADS search + arXiv + local library. Built for astrophysics research.
estevesjh/mcp-ads-arxiv
edamcp
by charliecpeterson
An MCP server for Exploratory Data Analysis that automatically profiles datasets, detects quality issues, PII, bias, and leakage, and provides cleaning and export workflows. It helps data scientists quickly understand and prepare unknown data for modeling.
charliecpeterson/edamcp
Terrain
by jeremyjiao01
Terrain indexes entire codebases into a queryable knowledge graph, providing AI coding assistants with precise function signatures, call graphs, and semantic search across all code.
JeremyJiao01/Terrain-AI
MikroTik RouterOS MCP
by drohi-r
Enables managing MikroTik RouterOS devices via natural language, with read-heavy network inspection and guarded write access across multiple routers.
drohi-r/mikrotik-routeros-mcp
Canvas LMS MCP
by diegoadborges
Enables AI agents to access Canvas LMS academic data such as courses, assignments, grades, and events via MCP tools.
diegoadborges/canvas-mcp
mcp-buy123-vendor
by asgard-ai-platform
Read-only MCP server for buy123 vendor portal, enabling AI assistants to query orders, returns, shipments, products, inventory, and more.
asgard-ai-platform/mcp-buy123-vendor
DuploCloud MCP Server
by duplocloud
Exposes DuploCloud infrastructure management as MCP tools by dynamically discovering duploctl commands, enabling AI agents to query state and perform auditable actions.
duplocloud/mcp
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