MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46351 |
mc3000-mcp
Claim
MCP server for monitoring and controlling SKYRC MC3000 battery chargers over Bl…
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| 46352 |
cleanroom-mcp
Claim
An MCP server that enforces the clean-room software reimplementation process wi…
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| 46353 |
PandaDoc MCP Server
Claim
PandaDoc MCP server for creating, sending, signing, and tracking PandaDoc docum…
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| 46354 |
mtg-export
Claim
Enables generating Magic: The Gathering proxy PDF sheets from Archidekt decks o…
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| 46355 |
MCP Memory Server
Claim
Enables AI assistants to store and retrieve long-term memories with semantic se…
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| 46356 |
TikVid MCP Server
Claim
Enables AI agents to interact with a TikTok-style social video platform, includ…
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| 46357 |
postgresdb-mcp
Claim
Enables AI assistants to interact with PostgreSQL databases, providing tools fo…
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| 46358 |
tech-watch-mcp
Claim
An MCP server providing real-time access to tech news from Hacker News, GitHub …
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| 46359 |
ts-mcp-meta
Claim
Aggregates tools from multiple MCP servers, generates TypeScript definitions, a…
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| 46360 |
a2a-mcp-bridge
Claim
Bridges MCP clients (like Claude Desktop) to A2A agents, enabling message sendi…
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| 46361 |
salling-food-waste-mcp
Claim
Find discounted food waste from Danish supermarkets (Salling Group) via the Mod…
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| 46362 |
AgenticBooks MCP Server
Claim
Financial data infrastructure for AI agents. Connect to a startup's books to re…
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| 46363 |
PortMaster MCP
Claim
Enables comprehensive Windows process and service management with secure UAC el…
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| 46364 |
screenwright
Claim
Enables users to create subtitled tutorial videos by scripting browser interact…
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| 46365 |
docubridge
Claim
Provides AI assistants with direct access to local Markdown documentation libra…
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| 46366 |
Remote MCP Server
Claim
A Cloudflare-deployable server that implements Model Context Protocol (MCP) cap…
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| 46367 |
stillos-notary-mcp
Claim
Enables submitting claims and receiving Ed25519-signed, hash-chained verdicts r…
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| 46368 |
Enables Claude to analyze sentiment, extract entities, classify content, and an…
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| 46369 |
Jira MCP Server
Claim
Enables AI assistants to interact with Jira instances via the Model Context Pro…
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| 46370 |
email-validator
Claim
Cloudflare Workers MCP server: email-validator
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| 46371 |
Bring sports data into an AI workflow without writing four ESPN scrapers. Usefu…
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| 46372 |
Gemini Gen MCP
Claim
MCP server for generating images and audio using Google's Gemini AI models.
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| 46373 |
Zen MCP Server
Claim
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
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| 46374 |
Convai Analytics
Claim
Analyze Convai sessions, latency, reliability, usage, and provider telemetry vi…
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| 46375 |
HERB Lookup
Claim
Map genes, targets, diseases, herbs, and ingredients within the HERB database. …
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| 46376 |
etapa
Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
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| 46377 |
mcp-react-toolkit
Claim
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
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| 46378 |
zime-memory
Claim
A personal memory MCP server for Claude Code that stores and retrieves memories…
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| 46379 |
alaya
Claim
Enables Claude Code to serve as the primary interface for a personal knowledge …
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| 46380 |
MADRIX MCP
Claim
Enables AI-driven control of MADRIX LED lighting software, providing over 100 t…
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| 46381 |
Enables querying LlamaCloud document indices using retrieval-augmented generati…
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| 46382 |
AI Price Index
Claim
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data…
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| 46383 |
Apple Notes MCP Server
Claim
Enables AI assistants to read, create, search, update, and delete Apple Notes t…
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| 46384 |
abcd
Claim
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| 46385 |
mcp-server-iqiyi
Claim
MCP server for accessing iQiyi API to fetch new releases and trending videos.
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| 46386 |
mail-smtp-mcp
Claim
A TypeScript MCP server that enables LLMs to send outbound emails via SMTP with…
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| 46387 |
actions-latest-mcp
Claim
Fetches the latest version numbers for popular GitHub Actions from simonw/actio…
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| 46388 |
dns-aid
Claim
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
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| 46389 |
supOS MCP Server
Claim
An MCP protocol server that provides access to supOS open APIs, allowing MCP-co…
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| 46390 |
Sentor
Claim
Score sentiment toward specific entities in text. Cluster documents and name to…
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| 46391 |
DicePDF
Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
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| 46392 |
Cross-venue Polymarket+Kalshi arbitrage: resolution mismatch, void risk & settl…
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| 46393 |
neuronwriter-mcp
Claim
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| 46394 |
puppeteer
Claim
MCP server for headless browser automation using Puppeteer, enabling AI to navi…
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| 46395 |
Embedded xLink MCP
Claim
MCP server for embedded debugging based on probe-rs, providing 22 tools for ARM…
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| 46396 |
blender-mcp-pro
Claim
AI-powered MCP server for Blender with 100+ tools. Control lights, modifiers, a…
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| 46397 |
Travel Briefing MCP
Claim
Enables Kakao Tools users to get comprehensive travel preparation information f…
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| 46398 |
EUR settlement + trust for AI agent commerce: budgets, KYA, merchant discovery.…
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| 46399 |
GDB Lite MCP
Claim
A lightweight MCP server that enables LLM agents to interact with GDB for debug…
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| 46400 |
supabase-security-mcp
Claim
MCP server that lets AI coding agents (Claude Code, Cursor, Cline) audit Supaba…
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