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The MCP Trust Index.

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

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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.

11,374 MCPs on the index

Page 191 of 228

F/38
tools pending

MCP OpenVision

MCP Server using OpenRouter models to get descriptions for images

Nazruden/mcp-openvision

F/38
tools pending

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

F/38
tools pending

Tracxn MCP Server

A Model Control Protocol (MCP) server implementation for interacting with the Tracxn API

vatsal191201/tracxn-mcp

F/38
tools pending

mcp-server-python

Inkeep MCP Server

inkeep/mcp-server-python

F/38
tools pending

Netbird

Integrates with Netbird's API to enable virtual private network management including peer listing, group configuration, and access policy control

aantti/mcp-netbird

F/38
tools pending

Jira MCP Server

A really simple MCP server for Jira, which uses docker for easy deployment.

maximepeabody/simple-jira-mcp

F/38
tools pending

Chat Logger

Saves chat conversations as formatted Markdown files with timestamps and role information for record-keeping and analysis.

alexifeng/mcp_chat_logger

F/38
4 tools

Servicialo

Open protocol for AI-agent coordination of professional services. Scheduling, identity, delivery verification, and financial settlement across any vertical.

servicialo/mcp-server

F/38
tools pending

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

F/38
tools pending

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

F/38
tools pending

mcp-unlock-pdf

MCP server to give client the ability read protected (or un-unprotected) PDF

algonacci/mcp-unlock-pdf

F/38
tools pending

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

F/38
tools pending

DeepRe - AI駆動の深い調査レポート生成ツール

local mcp server perplexity

hirokidaichi/deepre

F/38
tools pending

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

F/38
tools pending

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

F/38
tools pending

Twitter Username Changes MCP Server

An MCP server that tracks the historical changes of Twitter usernames.

kukapay/twitter-username-changes-mcp

F/38
tools pending

Google Calendar MCP Server

Google Calendar APIを使用したMCPサーバー

101ta28/google-calendar-mcp-server

F/38
tools pending

gh-self-reviewer

MCP server tool for self-review of GitHub pull requests

alesr/gh-self-reviewer

F/38
tools pending

Stripe

Integrates with Stripe's payment processing API to enable transaction processing, customer management, and subscription handling for financial applications.

atharvagupta2003/mcp-stripe

F/38
tools pending

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

F/38
tools pending

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

F/38
tools pending

MegaTool

All the MCP servers a dev can handle: Very WIP. Here be dragons!

simoncollins/megatool

F/38
tools pending

🦙 ollama-mcpo-adapter

Adapter to expose MCPO, the MCP-to-OpenAPI proxy server, tools in Ollama-compatible format

tappi287/ollama-mcpo-adapter

F/38
15 tools

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

F/38
tools pending

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

F/38
tools pending

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

F/38
tools pending

JupyterMCP - Jupyter Notebook Model Context Protocol Integration

A Model Context Protocol (MCP) for Jupyter Notebook

jjsantos01/jupyter-notebook-mcp

F/38
tools pending

abuseipdb_mcp

MCP server for AbuseIPDB API

gogela/abuseipdb_mcp

F/38
tools pending

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

F/38
tools pending

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

F/38
tools pending

Trino MCP Server

MCP Server for Trino

stinkgen/trino_mcp

F/38
tools pending

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

F/38
tools pending

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

F/38
tools pending

Powerpoint MCP server

A MCP server project that creates PowerPoint presentations, forked from supercurses/powerpoint with additional features

Ichigo3766/powerpoint-mcp

F/38
tools pending

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

F/38
tools pending

User Prompt MCP

A Model Context Protocol (MCP) server for Cursor that enables requesting user input during generation

nazar256/user-prompt-mcp

F/38
tools pending

DeepSeek Reasoner

Integrates DeepSeek's R1 reasoning engine to enhance problem-solving, research assistance, and decision support capabilities.

harshj23/deepseek-claude-mcp-server

F/38
tools pending

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

F/38
tools pending

MCP Image Placeholder Server

A lightweight MCP server for generating placeholder images from multiple providers.

husniadil/mcp-image-placeholder

F/38
tools pending

MySQLReader

This is a MCP server about read data from mysql databsase .

ChenRongpeng1998/MySQLReader

F/38
tools pending

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

F/38
tools pending

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

F/38
tools pending

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

F/38
tools pending

WhereAmI MCP Server

A lightweight mcp server that tells you exactly where you are.

kukapay/whereami-mcp

F/38
tools pending

Notion MCP Server

My implementation of a Notion MCP Server

kyrelldixon/notion-mcp

F/38
tools pending

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

F/38
tools pending

azure-devops-mcp-server

MCP server for Azure DevOps

munishm/azure-devops-mcp-server

F/38
tools pending

Playwright

Integrates Playwright with MCP to enable web browser automation for tasks like scraping, testing, and content generation/submission.

blackwhite084/playwright-plus-python-mcp

F/38
tools pending

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

F/38
tools pending

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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