MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51851 |
gptzero-mcp
Claim
Enables AI content detection with sentence-level and paragraph-level AI probabi…
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| 51852 |
lightrag-fastmcp
Claim
Exposes a FastMCP server that proxies to an existing LightRAG Server API, enabl…
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| 51853 |
gho-mcp
Claim
A Model Context Protocol (MCP) server that gives AI assistants direct access to…
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| 51854 |
clawbackai-mcp
Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
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| 51855 |
n8n MCP Local Setup
Claim
Run the open-source n8n-mcp locally and connect your n8n instance to MCP-compat…
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| 51856 |
Terminal MCP Server
Claim
Exposes authenticated shell tools for remote command execution and task managem…
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| 51857 |
Provides natural language control over Google Workspace services (Calendar, Dri…
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| 51858 |
Enables users to retrieve Hong Kong government security incident reports from t…
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| 51859 |
zoom-mcp
Claim
Provides AI agents with structured access to Zoom recorded meetings, enabling s…
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| 51860 |
clvoice-mcp
Claim
Voice input for Claude Code — speak Vietnamese or English; hold a hotkey, speak…
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| 51861 |
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
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| 51862 |
mcp-video-reader
Claim
Provides video manipulation via ffmpeg (frame extraction, format conversion, tr…
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| 51863 |
obsidian-mcp
Claim
MCP server that provides read and write access to an Obsidian vault by interact…
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| 51864 |
Enables dynamic and reflective problem-solving through a structured thinking pr…
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| 51865 |
outline-mcp
Claim
Connects MCP clients to Outline workspaces, enabling agents to safely read, upd…
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| 51866 |
mcp-assist-memory
Claim
An MCP server that provides a shared memory layer for Claude across claude.ai, …
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| 51867 |
mcp-email-client
Claim
An MCP server for sending and receiving emails via IMAP/SMTP, with support for …
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| 51868 |
voice-audio-mcp
Claim
Voice Audio MCP server. Tools: text to speech, list voices, transcribe. Built b…
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| 51869 |
disk
Claim
Disk is a personal cloud storage on Cloudflare with an MCP server enabling agen…
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| 51870 |
ori-memory
Claim
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and …
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| 51871 |
sui-mcp-server
Claim
A local-first MCP server that enables AI agents to query the Sui blockchain usi…
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| 51872 |
Seshat MCP Server
Claim
Enables querying 10,000 years of historical social-complexity data from the Ses…
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| 51873 |
Charon
Claim
Self-hostable control plane for managing the full lifecycle of non-human identi…
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| 51874 |
deepseek-pp
Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
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| 51875 |
mcp-x-intelligence
Claim
Read-only X/Twitter research MCP server allowing AI assistants to search viral …
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| 51876 |
VibeKit MCP
Claim
MCP server for VibeKit — build, deploy, and manage hosted apps and chat with ea…
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| 51877 |
webhook.co
Claim
Receive, inspect, replay and deliver webhooks — with signature verification and…
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| 51878 |
arXiv MCP Server
Claim
Enables searching, extracting, and analyzing over 2.4 million arXiv papers, wit…
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| 51879 |
openclaw-syncralis
Claim
Industry-grade MCP gateway for OpenClaw environments with three core capabiliti…
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| 51880 |
Provides a standardized MCP interface for interacting with Twitter's tools and …
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| 51881 |
redmine-local-mcp
Claim
A local STDIO server that exposes Redmine REST API as MCP tools, allowing MCP c…
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| 51882 |
GIMP MCP
Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
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| 51883 |
mcp-logseq
Claim
Python stdio MCP server that interfaces with the Logseq local HTTP API, enablin…
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| 51884 |
AAC-MCP
Claim
A TypeScript template for creating Model Context Protocol servers with stdio an…
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| 51885 |
FPL Advisor MCP Server
Claim
An MCP server that provides Fantasy Premier League advice, including transfer s…
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| 51886 |
civic-awareness-mcp
Claim
Provides tools to search and retrieve US federal and state legislative data, in…
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| 51887 |
Kirha Crypto
Claim
Connect your LLM to real-time crypto data.
Track Ethereum wallet portfolios and…
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| 51888 |
Mem0 MCP Server
Claim
Provides long-term memory capabilities for MCP clients by wrapping the Mem0 API…
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| 51889 |
Kubeflow MCP Server
Claim
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
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| 51890 |
Python MCP Server
Claim
A modular server for managing and registering tools, enabling extensible functi…
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| 51891 |
Scout MCP Server
Claim
Enables AI agents to interact with Scout Live platform capabilities through sta…
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| 51892 |
flow-mcp
Claim
A minimal MCP server that provides business control primitives (finish, pause, …
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| 51893 |
jina-reader-mcp
Claim
Enables fetching web pages via Jina Reader API, returning Markdown or JSON, wit…
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| 51894 |
spec-assistant
Claim
Enables natural language queries on technical specifications and automated code…
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| 51895 |
convergence-gambit-mcp
Claim
Connects Claude to the campaign's LegendKeeper wiki, allowing interaction with …
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| 51896 |
Super-MCP
Claim
Dynamically generates MCP tools from any OData or OpenAPI spec, enabling natura…
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| 51897 |
Beatport MCP API
Claim
Enables searching for Beatport artists by name, returning structured data like …
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| 51898 |
Synology MCP Server
Claim
Monitor and manage a Synology DSM 7 NAS from any MCP client — and build live da…
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| 51899 |
infra-advisor-mcp
Claim
Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO …
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| 51900 |
allema
Claim
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