MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55651 |
OCHP MCP Server
Claim
Enables AI assistants to interact with EV charging infrastructure through OCHP …
|
— | ||||||||
| 55652 |
food-safety-mcp
Claim
Enables checking food additive safety, nutrition profiles, pesticide residues, …
|
— | ||||||||
| 55653 |
Foresea Forecasting
Claim
Forecast future events and scan prediction-market edges.
|
— | ||||||||
| 55654 |
mcp-azure-toolkit
Claim
An MCP server that exposes core Azure services as read-mostly tools any MCP cli…
|
— | ||||||||
| 55655 |
MySQL MCP Server
Claim
Enables AI agents to interact with a MySQL database using natural language, aut…
|
— | ||||||||
| 55656 |
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
|
— | ||||||||
| 55657 |
MCP server for desktop notifications over stdio
|
— | ||||||||
| 55658 |
mnemory
Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
|
— | ||||||||
| 55659 |
Excel MCP Server
Claim
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
|
— | ||||||||
| 55660 |
XcodeBuildMCP
Claim
A Model Context Protocol (MCP) server that provides Xcode-related tools for int…
|
— | ||||||||
| 55661 |
productised
Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
|
— | ||||||||
| 55662 |
Nolas-Shadow
Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
|
— | ||||||||
| 55663 |
MCP Chrome Bridge
Claim
Enables AI agents to control Chrome browser actions like navigation, clicking, …
|
— | ||||||||
| 55664 |
twitter-read
Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
|
— | ||||||||
| 55665 |
Monero MCP Server
Claim
MCP server that gives AI agents a private Monero wallet, enabling balance check…
|
— | ||||||||
| 55666 |
standup-mcp
Claim
Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack…
|
— | ||||||||
| 55667 |
clearml-mcp
Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
|
— | ||||||||
| 55668 |
mindkeg-mcp
Claim
Helps AI coding agents remember what they learn across sessions by storing and …
|
— | ||||||||
| 55669 |
novel-ranks
Claim
获取番茄小说榜单数据并解密字体加密内容,支持MCP协议自动注册为工具。
|
— | ||||||||
| 55670 |
market-intelligence
Claim
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
|
— | ||||||||
| 55671 |
mcp-acp
Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
|
— | ||||||||
| 55672 |
Enables students to securely access and manage their academic data from Isparta…
|
— | ||||||||
| 55673 |
framegrab-mcp-server
Claim
An MCP server for capturing images from cameras and video streams via the frame…
|
— | ||||||||
| 55674 |
fomu-mcp
Claim
Enables interaction with Kenya's government processes by providing form checkli…
|
— | ||||||||
| 55675 |
superpower-codex-mcp
Claim
Coordinates Codex and Antigravity CLI for a structured software development wor…
|
— | ||||||||
| 55676 |
Enables AI assistants to manage Google Cloud NetApp Volumes resources including…
|
— | ||||||||
| 55677 |
KEGG MCP Server
Claim
Enables natural language querying and analysis of KEGG biological databases, in…
|
— | ||||||||
| 55678 |
Kroger MCP Server
Claim
Integrates Kroger's public API with Claude to allow adding meal plan grocery li…
|
— | ||||||||
| 55679 |
JieBang Tools MCP Server
Claim
Offers 29 free tools for text processing, AI-powered generation, SEO optimizati…
|
— | ||||||||
| 55680 |
My MCP Server
Claim
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
|
— | ||||||||
| 55681 |
KSEI MCP
Claim
An unofficial MCP server for accessing KSEI (AKSes) portfolio data, including c…
|
— | ||||||||
| 55682 |
A Python-based server for managing and analyzing code context for AI-assisted d…
|
— | ||||||||
| 55683 |
Appium MCP Server
Claim
Enables AI-powered mobile app testing and automation through Appium, using Azur…
|
— | ||||||||
| 55684 |
AgentCard MCP Server
Claim
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
|
— | ||||||||
| 55685 |
Enables AI assistants to book meetings, check availability, and manage Cal.com …
|
— | ||||||||
| 55686 |
gta_mcp
Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
|
— | ||||||||
| 55687 |
Billingo MCP Server
Claim
An MCP server for the Billingo invoicing API (v3) that enables AI assistants li…
|
— | ||||||||
| 55688 |
GitHub MCP Server
Claim
Enables GitHub API integration via MCP, allowing search, repository details, fi…
|
— | ||||||||
| 55689 |
Provides LLMs with direct access to official vendor PDF documentation for elect…
|
— | ||||||||
| 55690 |
mdbp-server
Claim
Enables AI systems to securely query databases using structured intents (MDBP) …
|
— | ||||||||
| 55691 |
mcp-the-guardian
Claim
Enables searching and retrieving articles, sections, and tags from The Guardian…
|
— | ||||||||
| 55692 |
football-data-mcp
Claim
Provides football analytics tools including player scouting, comparisons, marke…
|
— | ||||||||
| 55693 |
Enables image and video generation using BigModel AI's CogView and CogVideoX mo…
|
— | ||||||||
| 55694 |
mcp-second-opinion
Claim
An MCP server that queries a panel of LLMs from different providers via OpenRou…
|
— | ||||||||
| 55695 |
protein-design-mcp
Claim
An MCP server that gives LLM agents access to computational protein design tool…
|
— | ||||||||
| 55696 |
subway-mcp
Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
|
— | ||||||||
| 55697 |
commune-mcp
Claim
Enables AI agents to read, send, and manage email and SMS through Commune's API.
|
— | ||||||||
| 55698 |
qiniso
Claim
56 deterministic fact-checkers in one server (IBAN, VAT, VIN, GTIN/barcodes, na…
|
— | ||||||||
| 55699 |
ai-visibility
Claim
Track how ChatGPT, Gemini & Perplexity mention, rank & cite your brand. AuraCit…
|
— | ||||||||
| 55700 |
mac-cua
Claim
An open-source MCP server for macOS that lets AI control desktop apps in the ba…
|
— | ||||||||