MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47851 |
Niro
Claim
AI pentester for PRs — finds exploitable bugs and hands your coding agent the f…
|
— | ||||||||
| 47852 |
mcp-toolkit-server
Claim
Converts Claude into a cybersecurity assistant by exposing 17 tools for network…
|
— | ||||||||
| 47853 |
Apple Ecosystem MCP
Claim
Enables Claude to interact with Apple apps on macOS including Mail, Calendar, C…
|
— | ||||||||
| 47854 |
MCP Platform
Claim
High-performance Model Context Protocol server supporting multiple LLM provider…
|
— | ||||||||
| 47855 |
Axiom Oracle
Claim
Axiom Oracle — Solana-native attestation infrastructure for AI agents. RWA data…
|
— | ||||||||
| 47856 |
groowooth
Claim
MCP server that enables AI agents to assess child growth, plot growth curves, a…
|
— | ||||||||
| 47857 |
commitment-tracker-mcp
Claim
Tracks commitments (promises made in conversations) and provides tools to add, …
|
— | ||||||||
| 47858 |
Longbridge
Claim
US/HK markets — 110 tools: real-time quotes, options, orders, fundamentals, ale…
|
— | ||||||||
| 47859 |
regulatory-intel-mcp
Claim
US Federal Register for AI agents: rules, notices and executive orders. No API …
|
— | ||||||||
| 47860 |
simplybook-mcp
Claim
Enables natural language interaction with SimplyBook.me API to manage bookings,…
|
— | ||||||||
| 47861 |
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
|
— | ||||||||
| 47862 |
db-mcp
Claim
A secure MCP server for connecting AI assistants to MySQL, Redis, and MongoDB w…
|
— | ||||||||
| 47863 |
ContactOut MCP
Claim
ContactOut MCP unlocks instant access to verified professional emails and phone…
|
— | ||||||||
| 47864 |
techstack-detective-mcp
Claim
Provides AI agents with tools to detect Shopify apps, WordPress plugins, DNS/em…
|
— | ||||||||
| 47865 |
mcp-arcgis-monocounty
Claim
Mono County GIS — Mono County & Mammoth Lakes, California open geospatial data …
|
— | ||||||||
| 47866 |
MatterAI MCP Server
Claim
Enables code reviews, implementation planning, and pull request generation for …
|
— | ||||||||
| 47867 |
n8n MCP Agent
Claim
Autonomous AI agent for n8n workflow automation with credential factories, exec…
|
— | ||||||||
| 47868 |
claude-memory-mcp
Claim
Provides persistent local memory for AI assistants using SQLite and semantic se…
|
— | ||||||||
| 47869 |
Arcade Agent MCP
Claim
Lets MCP-capable AI agents interact with the Arcade DEX and launchpad on Circle…
|
— | ||||||||
| 47870 |
IBKR MCP Server
Claim
Enables algorithmic trading with Interactive Brokers, including market data, or…
|
— | ||||||||
| 47871 |
rsd-toy
Claim
|
— | ||||||||
| 47872 |
MCP Server Basic Example
Claim
Basic MCP server demonstrating tools for arithmetic operations (add, subtract) …
|
— | ||||||||
| 47873 |
invarium
Claim
|
— | ||||||||
| 47874 |
claude-dials
Claim
An MCP server that provides Claude with adjustable 0-10 sliders for behavior di…
|
— | ||||||||
| 47875 |
email
Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to manage ema…
|
— | ||||||||
| 47876 |
Conqueror
Claim
Turns SEO insight into page changes: keyword research, SERP and rank data, rewr…
|
— | ||||||||
| 47877 |
azure-latency-mcp
Claim
Measures TCP connection latency to Azure blob storage endpoints across regions,…
|
— | ||||||||
| 47878 |
LinkRescue
Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
|
— | ||||||||
| 47879 |
Todo MCP Server
Claim
A Model Context Protocol server with a built-in OAuth 2.1 authorization server …
|
— | ||||||||
| 47880 |
Enables interaction with Braze customer engagement platform through a standardi…
|
— | ||||||||
| 47881 |
Enables AI-powered shopping assistance by analyzing natural language shopping q…
|
— | ||||||||
| 47882 |
example-mcp-server-streamable-http-stateless
|
— | ||||||||
| 47883 |
lightrag-fastmcp
Claim
Exposes a FastMCP server that proxies to an existing LightRAG Server API, enabl…
|
— | ||||||||
| 47884 |
gho-mcp
Claim
A Model Context Protocol (MCP) server that gives AI assistants direct access to…
|
— | ||||||||
| 47885 |
taxlocus
Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
|
— | ||||||||
| 47886 |
Enables management of Facets Control Plane projects, resources, environments, a…
|
— | ||||||||
| 47887 |
FrankKi
Claim
The agentic layer of letters. Agents send real printed mail worldwide, German c…
|
— | ||||||||
| 47888 |
Astro Skill MCP Server
Claim
Provides Vedic astrology calculations (kundali, dasha, panchang, yoga) and Hind…
|
— | ||||||||
| 47889 |
ab
Claim
|
— | ||||||||
| 47890 |
flatten-mcp
Claim
Flatten Claude Code sessions: keep every prompt verbatim, resume at a lower tok…
|
— | ||||||||
| 47891 |
Searches UniProt by protein name to find accession numbers and retrieves detail…
|
— | ||||||||
| 47892 |
Doc Monitor MCP
Claim
Enables AI agents to monitor web documentation for changes, perform semantic se…
|
— | ||||||||
| 47893 |
Cloud Memory MCP
Claim
A minimal, tag-free personal memory system that syncs across all Claude interfa…
|
— | ||||||||
| 47894 |
EGIPCI MCP Server
Claim
MCP server for querying archaeological site information from the EGIPCI service…
|
— | ||||||||
| 47895 |
MongoDB MCP Server
Claim
Enables interaction with MongoDB databases through the Model Context Protocol, …
|
— | ||||||||
| 47896 |
codex-async-mcp
Claim
Local MCP server that wraps the codex CLI asynchronously, returning a job_id im…
|
— | ||||||||
| 47897 |
LM Studio MCP Bridge
Claim
Enables MCP clients to interact with local LLMs via LM Studio, supporting dynam…
|
— | ||||||||
| 47898 |
SQLite MCP Server
Claim
A zero-config MCP server that enables AI to access, analyze, and manage local S…
|
— | ||||||||
| 47899 |
OpenAlex MCP Server
Claim
轻量级MCP服务器,提供学术文献检索、论文详情、全文下载等功能,可配合PubMed MCP用于生物医学检索链路。
|
— | ||||||||
| 47900 |
LLM Memory MCP Server
Claim
Enables AI assistants across platforms to share memory, recall facts, preferenc…
|
— | ||||||||