MCP Server Quality Scores
Independent quality analysis of 61551 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31701 |
cron-mcp
Claim
Enables AI agents to parse, validate, explain, and preview cron expressions, su…
|
— | ||||||||
| 31702 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
|
— | ||||||||
| 31703 |
Gemini MCP Server
Claim
Provides 23 tools for Google's Gemini API, enabling chat, multimodal analysis, …
|
— | ||||||||
| 31704 |
mcp-engram
Claim
Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge g…
|
— | ||||||||
| 31705 |
cardnews-mcp-server
Claim
Converts subtitles or text into a single 1080×1620 infographic card (HTML+PNG) …
|
— | ||||||||
| 31706 |
akiflow-toolkit
Claim
Unofficial MCP server for Akiflow that enables AI agents to manage tasks, proje…
|
— | ||||||||
| 31707 |
tiktok-organic-mcp
Claim
TikTok organic analytics — video performance, engagement metrics, and profile i…
|
— | ||||||||
| 31708 |
unreal-animation-mcp
Claim
Enables AI agents to inspect, search, and edit Unreal Engine animation data inc…
|
— | ||||||||
| 31709 |
agent2agent
Claim
Enables async, authenticated messaging between AI agents with explicit authoriz…
|
— | ||||||||
| 31710 |
numerology
Claim
Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urg…
|
— | ||||||||
| 31711 |
Phrase MCP Server
Claim
Use Phrase APIs from any MCP client (Claude, Cursor, etc.) with ready-to-use to…
|
— | ||||||||
| 31712 |
goals
Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
|
— | ||||||||
| 31713 |
CoinRithm Agent Trading
Claim
Paper-trade crypto spot, futures, and prediction markets on CoinRithm with a us…
|
— | ||||||||
| 31714 |
Cursor Talk To Figma MCP
Claim
Enables users to control the cursor in Figma through verbal commands using an a…
|
— | ||||||||
| 31715 |
TeamSpeak MCP Server
Claim
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
|
— | ||||||||
| 31716 |
Enables AI agents to securely query governed Snowflake data and use Cortex AI t…
|
— | ||||||||
| 31717 |
libre
Claim
|
— | ||||||||
| 31718 |
revolut-merchant-mcp
Claim
MCP server for the Revolut Merchant API, enabling AI assistants to read and man…
|
— | ||||||||
| 31719 |
mcp-redfish
Claim
Enables AI assistants to monitor and control server hardware (power, thermal, s…
|
— | ||||||||
| 31720 |
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
|
— | ||||||||
| 31721 |
Surf MCP Server
Claim
Enables access to 86 crypto data endpoints from the Surf API, including market …
|
— | ||||||||
| 31722 |
Namecheap MCP Server
Claim
An MCP server for managing DNS records and domains via the Namecheap API. Works…
|
— | ||||||||
| 31723 |
Metasploit MCP Server
Claim
Integrates Metasploit Framework with MCP, enabling LLMs to perform penetration …
|
— | ||||||||
| 31724 |
Fixzi MCP server
Claim
Monitor AI output schemas and API contracts for breaking changes — validate LLM…
|
— | ||||||||
| 31725 |
AI Evaluator MCP Server
Claim
A comprehensive framework for evaluating AI responses using Inspect AI and Petr…
|
— | ||||||||
| 31726 |
qq-bot-sender-mcp
Claim
Enables sending text, Markdown, images, and files to individual QQ contacts via…
|
— | ||||||||
| 31727 |
MCP Prediction Markets
Claim
Provides search, trending, odds, arbitrage, and category browsing for predictio…
|
— | ||||||||
| 31728 |
mcp-twitterio
Claim
Allows AI assistants to query Twitter data including user info, tweets, trends,…
|
— | ||||||||
| 31729 |
Post For Me MCP Server
Claim
Enables AI assistants to interact with the Post For Me API, allowing them to ex…
|
— | ||||||||
| 31730 |
websearch-mcp
Claim
A self-hosted MCP server that gives AI agents deep internet research capabiliti…
|
— | ||||||||
| 31731 |
searxng-deepdive
Claim
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
|
— | ||||||||
| 31732 |
A Model Context Protocol server that enables AI assistants to interact with Not…
|
— | ||||||||
| 31733 |
Convex MCP
Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
|
— | ||||||||
| 31734 |
Yandex Wordstat MCP
Claim
MCP server for Yandex Wordstat API: top & related queries, demand dynamics and …
|
— | ||||||||
| 31735 |
Cross-venue Polymarket+Kalshi arbitrage: resolution mismatch, void risk & settl…
|
— | ||||||||
| 31736 |
zom-brain
Claim
A nightly local pipeline that ingests zom codebases and their GitHub activity, …
|
— | ||||||||
| 31737 |
Nexus Finance
Claim
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
|
— | ||||||||
| 31738 |
Linear MCP Server
Claim
An MCP server that integrates with Linear's API, enabling users to manage issue…
|
— | ||||||||
| 31739 |
DDGS MCP Server
Claim
Enables DuckDuckGo search capabilities with full content extraction for AI agen…
|
— | ||||||||
| 31740 |
garmin-mcp
Claim
Personal MCP server for interacting with your Garmin Connect data. Exposes 62 t…
|
— | ||||||||
| 31741 |
MCP Android Agent
Claim
Enables AI agents to control Android devices through natural language, supporti…
|
— | ||||||||
| 31742 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
|
— | ||||||||
| 31743 |
msc-mcp
Claim
Enables retrieval of notifications from the Vietnamese Public Procurement Syste…
|
— | ||||||||
| 31744 |
gemini-omni-mcp
Claim
MCP server that lets Claude control Google Gemini Omni video generation via a b…
|
— | ||||||||
| 31745 |
Connects Antigravity to a LiteLLM instance, enabling chat completions, model li…
|
— | ||||||||
| 31746 |
extract_ant_topic
Claim
Speed up AntV projects by guiding you to the right library and shaping clear st…
|
— | ||||||||
| 31747 |
string-utils-ai-mcp
Claim
String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, tru…
|
— | ||||||||
| 31748 |
onyx-mcp
Claim
|
— | ||||||||
| 31749 |
Real Browser MCP
Claim
Enables browser automation over MCP using a real Chrome browser with existing p…
|
— | ||||||||
| 31750 |
mcp-linux-desktop
Claim
Enables full Linux desktop control including windows, mouse, keyboard, clipboar…
|
— | ||||||||