MCP Server Quality Scores
Independent quality analysis of 64126 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64051 |
schooldigger-mcp
Claim
Integrates with SchoolDigger's API to search schools, get rankings, and find di…
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| 64052 |
GDP MCP Tools
Claim
MCP server for Grubhub Data Platform operations, providing 40+ tools across 18 …
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| 64053 |
App Store Connect MCP
Claim
Enables AI agents to manage Apple App Store Connect through the official API, i…
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| 64054 |
tika-mcp
Claim
An MCP server that wraps Apache Tika to extract text, metadata, and more from d…
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| 64055 |
claude-imessage-mcp
Claim
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
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| 64056 |
codex-as-mcp
Claim
Delegates work from MCP clients (like Claude Code) to the Codex CLI, allowing s…
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| 64057 |
Provides real-time astrological transit calculations and synthetic evolutionary…
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| 64058 |
web-search-mcp
Claim
Provides free web search, content fetching, image search, and deep research via…
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| 64059 |
ikuai-mcp
Claim
MCP server for interacting with iKuai routers, enabling Claude to query system …
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| 64060 |
A Model Context Protocol server for deep codebase understanding of Python proje…
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| 64061 |
Enables querying and interacting with Adobe VIP Marketplace Partner API documen…
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| 64062 |
design-system-mcp
Claim
Creates a local MCP runtime for design-system repositories, enabling AI coding …
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| 64063 |
speedrun-mcp
Claim
Enables AI assistants to query speedrun.com for games, categories, leaderboards…
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| 64064 |
Enables safe, read-only SQL access to SQLite databases for AI agents, allowing …
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| 64065 |
Superlinked MCP Server
Claim
Enables AI assistants to create and query multi-dimensional vector indexes from…
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| 64066 |
linkwarden-mcp
Claim
Enables managing bookmarks via the Linkwarden API with token-frugal tools for l…
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| 64067 |
rabbitmq-mcp
Claim
An MCP server for RabbitMQ that exposes the RabbitMQ HTTP API as tools, enablin…
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| 64068 |
tibet-triage-mcp
Claim
MCP server for tibet-triage — process triage, flare rescue & reproducibility bu…
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| 64069 |
disclos-article-50
Claim
Generates EU AI Act Article 50 transparency disclosures for AI features, in all…
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| 64070 |
Slack Server with OAuth
Claim
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| 64071 |
jaringan-mcp
Claim
MCP server for the Jaringan protocol that allows AI agents to fetch, inspect, s…
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| 64072 |
A temporary MCP server that scrapes Bitrise Insights using Playwright to fetch …
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| 64073 |
Nutanix MCP Server
Claim
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
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| 64074 |
Reasoning Engine
Claim
An MCP server that brings difficulty-adaptive, multi-path reasoning to Claude C…
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| 64075 |
obsidianMCP
Claim
Provides Claude with read, search, and write access to an Obsidian vault throug…
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| 64076 |
gmail-mcp-local
Claim
Local-first Gmail MCP server using PKCE + loopback OAuth flow that stores refre…
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| 64077 |
mealie-mcp-server
Claim
A MCP server for Mealie recipe management. Exposes 43 tools and 1 prompt for AI…
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| 64078 |
youtube-mcp
Claim
Enables AI assistants to watch YouTube videos by extracting frames at scene cha…
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| 64079 |
BillingServ MCP
Claim
This is an MCP server for the BillingServ API. Once it's set up, your AI assist…
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| 64080 |
Archiet
Claim
Archiet MCP server: scaffold full-stack apps from PRD text and extract capabili…
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| 64081 |
MCP File System Server
Claim
A secure, sandboxed file system server that enables reading, writing, searching…
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| 64082 |
wallet-analytics-mcp
Claim
Fetches and parses on-chain swap transactions from blockchain wallets for LLM-b…
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| 64083 |
SleepBlocker MCP
Claim
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
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| 64084 |
code-cache-mcp
Claim
A persistent, tree-sitter-backed code knowledge cache MCP server that reduces t…
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| 64085 |
MCP YNAB Server
Claim
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
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| 64086 |
Ableton MCP Enhanced
Claim
Enables controlling Ableton Live from Cursor using natural language commands fo…
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| 64087 |
MCP server for Digital Twin learner data, providing tools for AI Guide to explo…
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| 64088 |
discord-mcp
Claim
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| 64089 |
neo-defi-mcp
Claim
Swap tokens on the NEO blockchain with slippage and deadline controls. View bal…
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| 64090 |
simple-mcp
Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
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| 64091 |
AI Repo Adventures MCP
Claim
Transforms code repositories into interactive, themed adventures for exploratio…
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| 64092 |
Overleaf MCP
Claim
A real-time MCP server that enables AI coding agents to read, write, and compil…
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| 64093 |
Enables AI assistants to access food product information from Open Food Facts, …
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| 64094 |
Aptly MCP Server
Claim
Enables AI assistants to manage Debian package repositories through natural lan…
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| 64095 |
Enables users to discover, read, and fetch curated educational RSS/Atom feeds w…
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| 64096 |
crypto-market-data-mcp
Claim
Live crypto market data — price, funding rates, open interest, long/short ratio…
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| 64097 |
mcp-transport-feeds
Claim
Enables browsing and fetching transport and mobility news feeds from curated so…
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| 64098 |
mcp-law-feeds
Claim
Enables listing, reading, and fetching curated law and courts RSS/Atom feeds wi…
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| 64099 |
TOPdesk MCP Server
Claim
Enables interaction with TOPdesk service management platform through comprehens…
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| 64100 |
fwrule-mcp
Claim
An MCP server that analyzes firewall rule overlap, duplication, shadowing, and …
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