MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46351
nietonchique
mc3000-mcp Claim
MCP server for monitoring and controlling SKYRC MC3000 battery chargers over Bl…
N/A N/A
46352
websitebutlers
An MCP server that enforces the clean-room software reimplementation process wi…
N/A N/A
46353
PandaDoc
PandaDoc MCP server for creating, sending, signing, and tracking PandaDoc docum…
46354
domainellipticlanguage
mtg-export Claim
Enables generating Magic: The Gathering proxy PDF sheets from Archidekt decks o…
46355
1OOyan
Enables AI assistants to store and retrieve long-term memories with semantic se…
N/A N/A
46356
liortesta
Enables AI agents to interact with a TikTok-style social video platform, includ…
46357
nayzo
Enables AI assistants to interact with PostgreSQL databases, providing tools fo…
46358
LePhyX
An MCP server providing real-time access to tech news from Hacker News, GitHub …
46359
Pearcekieser
ts-mcp-meta Claim
Aggregates tools from multiple MCP servers, generates TypeScript definitions, a…
N/A N/A
46360
ytugarev
Bridges MCP clients (like Claude Desktop) to A2A agents, enabling message sendi…
46361
Kristoffer88
Find discounted food waste from Danish supermarkets (Salling Group) via the Mod…
N/A N/A
46362
AgenticBooks
Financial data infrastructure for AI agents. Connect to a startup's books to re…
46363
smspgh
Enables comprehensive Windows process and service management with secure UAC el…
N/A N/A 95
46364
0xjesus
screenwright Claim
Enables users to create subtitled tutorial videos by scripting browser interact…
N/A N/A
46365
VladMontana
docubridge Claim
Provides AI assistants with direct access to local Markdown documentation libra…
N/A N/A
46366
teardown-dev
A Cloudflare-deployable server that implements Model Context Protocol (MCP) cap…
81
46367
stillmarcus24
Enables submitting claims and receiving Ed25519-signed, hash-chained verdicts r…
46368
Pacamaraprogress
Enables Claude to analyze sentiment, extract entities, classify content, and an…
N/A N/A
46369
guhcostan
Enables AI assistants to interact with Jira instances via the Model Context Pro…
N/A N/A
46370
lazymac2x
Cloudflare Workers MCP server: email-validator
46371
nexgendata-apify
Bring sports data into an AI workflow without writing four ESPN scrapers. Usefu…
81
46372
ServiceStack
MCP server for generating images and audio using Google's Gemini AI models.
46373
MCP-Mirror
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
N/A N/A 95
46374
Conv-AI
Analyze Convai sessions, latency, reliability, usage, and provider telemetry vi…
N/A N/A
46375
markchiang
HERB Lookup Claim
Map genes, targets, diseases, herbs, and ingredients within the HERB database. …
N/A N/A 95
46376
honeybulr
etapa Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
81
46377
Nishant-Chaudhary5338
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
N/A N/A
46378
zime78
zime-memory Claim
A personal memory MCP server for Claude Code that stores and retrieves memories…
46379
luke-kucing
alaya Claim
Enables Claude Code to serve as the primary interface for a personal knowledge …
N/A N/A
46380
drohi-r
MADRIX MCP Claim
Enables AI-driven control of MADRIX LED lighting software, providing over 100 t…
46381
uiqkos
Enables querying LlamaCloud document indices using retrieval-augmented generati…
46382
RoninForge
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data…
N/A N/A
46383
RodriguesJohn
Enables AI assistants to read, create, search, update, and delete Apple Notes t…
N/A N/A
46384
a2395663320
abcd Claim
N/A N/A 95
46385
ZHANGYA0
MCP server for accessing iQiyi API to fetch new releases and trending videos.
46386
bradsjm
A TypeScript MCP server that enables LLMs to send outbound emails via SMTP with…
81
46387
Hiosdra
Fetches the latest version numbers for popular GitHub Actions from simonw/actio…
46388
dns-aid
dns-aid Claim
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
N/A N/A 95
46389
FREEZONEX
An MCP protocol server that provides access to supOS open APIs, allowing MCP-co…
81
46390
NIKX-Tech
Sentor Claim
Score sentiment toward specific entities in text. Cluster documents and name to…
N/A N/A
46391
ishan-maheshwari
DicePDF Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
N/A N/A
46392
NicolasDuarte04
Cross-venue Polymarket+Kalshi arbitrage: resolution mismatch, void risk & settl…
46393 N/A N/A 95
46394
silvino-av
puppeteer Claim
MCP server for headless browser automation using Puppeteer, enabling AI to navi…
N/A N/A
46395
vividcode-ai
MCP server for embedded debugging based on probe-rs, providing 22 tools for ARM…
N/A N/A
46396
youichi-uda
AI-powered MCP server for Blender with 100+ tools. Control lights, modifiers, a…
N/A N/A
46397
Yongho-Song-dev
Enables Kakao Tools users to get comprehensive travel preparation information f…
46398
AsterPay
EUR settlement + trust for AI agent commerce: budgets, KYA, merchant discovery.…
46399
Mort2000
GDB Lite MCP Claim
A lightweight MCP server that enables LLM agents to interact with GDB for debug…
N/A N/A
46400
Perufitlife
MCP server that lets AI coding agents (Claude Code, Cursor, Cline) audit Supaba…
Showing 46351–46400 of 67197 servers
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