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 OpenVision
MCP Server using OpenRouter models to get descriptions for images
Nazruden/mcp-openvision
GNews
Integrates with the GNews API to enable news search, headline retrieval, and topic-specific article fetching across multiple languages and countries
algonacci/mcp-gnews
Tracxn MCP Server
A Model Control Protocol (MCP) server implementation for interacting with the Tracxn API
vatsal191201/tracxn-mcp
mcp-server-python
Inkeep MCP Server
inkeep/mcp-server-python
Netbird
Integrates with Netbird's API to enable virtual private network management including peer listing, group configuration, and access policy control
aantti/mcp-netbird
Jira MCP Server
A really simple MCP server for Jira, which uses docker for easy deployment.
maximepeabody/simple-jira-mcp
Chat Logger
Saves chat conversations as formatted Markdown files with timestamps and role information for record-keeping and analysis.
alexifeng/mcp_chat_logger
Servicialo
Open protocol for AI-agent coordination of professional services. Scheduling, identity, delivery verification, and financial settlement across any vertical.
servicialo/mcp-server
Claude Enhancements
Extends Claude's capabilities with modular utility servers for greeting users, counting files, saving conversations, and managing context through a lightweight, configurable JSON interface.
apoorvv/mcp-claude-enhancements
Python REPL
Provides an interactive Python REPL environment for executing code within conversations, maintaining separate state for each session and supporting both expressions and statements.
alec2435/python_mcp
mcp-unlock-pdf
MCP server to give client the ability read protected (or un-unprotected) PDF
algonacci/mcp-unlock-pdf
Twitter NoAuth
Provides Twitter API access without local credential setup through a decoupled architecture where clients handle OAuth flows independently and pass credentials as context for core Twitter operations.
baryhuang/mcp-twitter-noauth
DeepRe - AI駆動の深い調査レポート生成ツール
local mcp server perplexity
hirokidaichi/deepre
DeltaTask
Integrates with Obsidian to provide a locally-hosted task management system with intelligent prioritization, task decomposition, and a full API for creating, updating, and querying tasks in a SQLite-backed database.
brysontang/deltatask
A2A Bridge
Bridges Google's Agent-to-Agent protocol with MCP, enabling agent discovery, registration, message sending, and task management through protocol translation between A2A's JSON-RPC messaging and MCP's tool-based interface.
gongrzhe/a2a-mcp-server
Twitter Username Changes MCP Server
An MCP server that tracks the historical changes of Twitter usernames.
kukapay/twitter-username-changes-mcp
Google Calendar MCP Server
Google Calendar APIを使用したMCPサーバー
101ta28/google-calendar-mcp-server
gh-self-reviewer
MCP server tool for self-review of GitHub pull requests
alesr/gh-self-reviewer
Stripe
Integrates with Stripe's payment processing API to enable transaction processing, customer management, and subscription handling for financial applications.
atharvagupta2003/mcp-stripe
Mcp Difyworkflow Server
mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.
gotoolkits/mcp-difyworkflow-server
Spurs Blog (Pounding The Rock)
Provides San Antonio Spurs basketball news by scraping the Pounding The Rock blog, offering tools to retrieve articles, search content, extract game results, and get player information with recent mentions.
akshay23/spurs-blog-mcp-server
MegaTool
All the MCP servers a dev can handle: Very WIP. Here be dragons!
simoncollins/megatool
🦙 ollama-mcpo-adapter
Adapter to expose MCPO, the MCP-to-OpenAPI proxy server, tools in Ollama-compatible format
tappi287/ollama-mcpo-adapter
spotify-mcp
An MCP server that enables users to control Spotify playback, search for music, and manage playlists through MCP-compatible clients. It supports features like track recommendations and playback management using secure OAuth authentication.
GraysonCAdams/spotify-mcp
pymcp-sse: Python MCP over SSE Library
Asynchronous Python library for building Model Context Protocol (MCP) servers and clients over HTTP/SSE, ideal for AI agents, tool integrations, and chatbot ecosystems.
rvirgilli/pymcp-sse
PyGithub
Integrates with GitHub's API through PyGithub to enable repository management, issue tracking, and pull request operations with automatic authentication, rate limiting, and error recovery.
astromined/pygithub-mcp-server
JupyterMCP - Jupyter Notebook Model Context Protocol Integration
A Model Context Protocol (MCP) for Jupyter Notebook
jjsantos01/jupyter-notebook-mcp
abuseipdb_mcp
MCP server for AbuseIPDB API
gogela/abuseipdb_mcp
Unipile
Integrates with Unipile to provide unified access to messages across LinkedIn, WhatsApp, Instagram, Messenger, and Telegram, enabling efficient multi-platform communication management.
honeybluesky/mcp-unipile
iFlytek SparkAgent MCP Server
Enables integration with iFlytek's SparkAgent Platform to invoke task chains and upload files. Provides tools for interacting with iFlytek's AI agent services through the Model Context Protocol.
funchs/ifly-spark-agent-mcp
Trino MCP Server
MCP Server for Trino
stinkgen/trino_mcp
Mozisu Character Counter
Provides accurate character counting for text with special handling for multi-byte characters like Japanese text and emojis, returning both total and non-whitespace counts
atotti/mozisu-mcp-server
AWS Cost Explorer and Bedrock Usage Analytics
Integrates with AWS Cost Explorer and CloudWatch to analyze cloud spending patterns and Bedrock model usage statistics for detailed cost monitoring and optimization.
aarora79/aws-cost-explorer-mcp-server
Powerpoint MCP server
A MCP server project that creates PowerPoint presentations, forked from supercurses/powerpoint with additional features
Ichigo3766/powerpoint-mcp
Tavily Extract
Integrates with the Tavily API to extract web page content, enabling efficient web scraping capabilities for projects requiring content extraction.
algonacci/mcp-tavily-extract
User Prompt MCP
A Model Context Protocol (MCP) server for Cursor that enables requesting user input during generation
nazar256/user-prompt-mcp
DeepSeek Reasoner
Integrates DeepSeek's R1 reasoning engine to enhance problem-solving, research assistance, and decision support capabilities.
harshj23/deepseek-claude-mcp-server
Climatiq MCP Server
A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.
jagan-shanmugam/climatiq-mcp-server
MCP Image Placeholder Server
A lightweight MCP server for generating placeholder images from multiple providers.
husniadil/mcp-image-placeholder
MySQLReader
This is a MCP server about read data from mysql databsase .
ChenRongpeng1998/MySQLReader
BlueSky
Integrates with BlueSky's API to retrieve user profiles and social graph data, enabling user analysis, network visualization, and content discovery.
berlinbra/bluesky-mcp
MCP Fly Deployer
MCP server that provides docker files for stdio based MCP server to be deployed on platform like Fly.IO
NakulRajan/mcp-fly-deployer
Tavily Search
Integrates with the Tavily API to provide web search capabilities, enabling internet searches and fact-checking for up-to-date information retrieval.
algonacci/mcp-tavily-search
WhereAmI MCP Server
A lightweight mcp server that tells you exactly where you are.
kukapay/whereami-mcp
Notion MCP Server
My implementation of a Notion MCP Server
kyrelldixon/notion-mcp
Jira
Integrates with the Jira API to enable querying, creating, and modifying issues and projects, simplifying project tracking and management tasks.
alexeydubinin/hh-jira-mcp-server
azure-devops-mcp-server
MCP server for Azure DevOps
munishm/azure-devops-mcp-server
Playwright
Integrates Playwright with MCP to enable web browser automation for tasks like scraping, testing, and content generation/submission.
blackwhite084/playwright-plus-python-mcp
Spring Boot Bridge
Automatically converts Spring Boot REST applications into MCP servers, enabling AI tools to interact with existing Spring APIs without rewriting backend services.
brunosantoslabs/spring-mcp-bridge
LYRAIOS
LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications by enabling them to interact with financial networks and blockchain public chains. The server offers a range of advanced AI assistants, including blockchain public chain operations (SOLANA,ETH,BSC,etc.)
GalaxyLLMCI/lyraios
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