MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

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33332
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1285
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Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

Newly Added

NFT Metadata — Token Image, Attributes & Collection Info F ai-ebook-generator D format-converter D SLayer B WhatsApp MCP Server B

Biggest Gainers

Servicialo MCP Server +2 AgentLore +1 freightgate-mcp-server +1

Biggest Drops

顏回 YanHui Debug AI -46 Nursing Home Database -8 Singularity Layer MCP -7
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33101
aixsignal
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
33102
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
 — ○ ⏳ — — — — — —
33103
Won-ahamada
— ○ ⏳ — N/A N/A — 95 —
33104
buildsyncinc
gibs-mcp Claim
Regulatory compliance (AI Act, GDPR, DORA) with article-level citations
 — ○ ⏳ — — — — 81 —
33105
aserper
Provides full access to the Shopify Admin GraphQL API through 75 tools for mana…
 — ○ ⏳ — — — — — —
33106
janbruinier
All-in-one MCP bundle for EU businesses. Combines EU VAT Compliance (7 tools), …
 — ○ — N/A N/A — 95 —
33107
pipepie
pipepie Claim
Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to …
 — ○ ⏳ — N/A N/A — — —
33108
YawLabs
Enables secure remote command execution and file operations over SSH/SFTP with …
 — ○ ⏳ — N/A N/A — — —
33109
UpGPT-ai
devfeed-mcp Claim
A personalized developer community reader that enables AI assistants to provide…
 — ○ ⏳ — N/A N/A — — —
33110
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
 — ○ ⏳ — — — — — —
33111
ivanstan
Access TLE orbital data for thousands of satellites including ISS, Starlink, an…
 — ○ ⏳ — — — — — —
33112
Plany Claim
Organize travel itineraries by creating detailed trips with scheduled events li…
 — ○ ⏳ — — — — — —
33113
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
 — ○ ⏳ — — — — — —
33114
muhammad.shahril
— ○ — N/A N/A — 95 —
33115
RichFerry
A production-grade, extensible Python template for building Model Context Proto…
 — ○ ⏳ — — — — — —
33116
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
 — ○ ⏳ — — — — — —
33117
ksteele
web-search Claim
— ○ ⏳ — N/A N/A — 95 —
33118
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
 — ○ ⏳ — — — — — —
33119
1182872360
Enables firewall policy governance by querying CMDB assets and auditing Panoram…
 — ○ ⏳ — — — — 81 —
33120
bockenstette1
seedflip-mcp Claim
Give your AI coding agent design taste. 104 curated design seeds with colors, f…
 — ○ ⏳ — — — — — —
33121
zoom
Zoom workspace server for meetings, chat, docs, recordings, and AI-generated co…
 — ○ ⏳ — — — — — —
33122
sugar-crash-studios
Enables full Proton Mail management through the Model Context Protocol by conne…
 — ○ ⏳ — N/A N/A — — —
33123
MoltBook Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
 — ○ ⏳ — — — — — —
33124
New Solana token launch scanner API for AI agents. Monitor new token deployment…
 — ○ ⏳ — — — — — —
33125
A local document processing toolkit for AI agents that extracts text, converts …
 — ○ ⏳ — N/A N/A — — —
33126
ksw2025
— ○ — N/A N/A — 95 —
33127
nerdyaustin
Memory MCP Claim
Provides persistent cross-session memory and full-text search for AI coding ass…
 — ○ ⏳ — N/A N/A — — —
33128
MCP-Mirror
Enables seamless interaction with Azure DevOps for managing Git repositories, b…
 — ○ ⏳ — — — — 81 —
33129
jameslai-sparkofy
Enables users to search and retrieve detailed information about Taiwan governme…
 — ○ ⏳ — — — — 81 —
33130
Provides access to KfW funding programs for residential building energy efficie…
 — ○ ⏳ — — — — — —
33131
rspace Claim
R.Space — the real estate OS for the UAE. The platform powers every side of th…
 — ○ ⏳ — — — — — —
33132
deckbase Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
 — ○ ⏳ — — — — — —
33133
ziptax
Real-time US and Canadian sales tax and use tax rates by address or geographic …
 — ○ ⏳ — — — — — —
33134
swap Claim
Axnet Swap: An atomic, Request-First Solana execution layer for AI agents using…
 — ○ ⏳ — — — — — —
33135
gigachadtrey
chatsave Claim
— ○ ⏳ — N/A N/A — 95 —
33136
Coach Leo is an AI running coach that syncs your real training data from Strava…
 — ○ ⏳ — — — — — —
33137
sayand
growwmcp Claim
— ○ ⏳ — N/A N/A — 95 —
33138
turbopress-de
Website performance monitoring: scans, Core Web Vitals, RUM data and alerts.
 — ○ ⏳ — — — — — —
33139
NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
 — ○ — N/A N/A — 95 —
33140
— ○ ⏳ — — — — — —
33141
privateyou.app
n4u Claim
— ○ — N/A N/A — 95 —
33142
— ○ ⏳ — — — — — —
33143
jubeju555
Provides file operations (read/write) with an extensible architecture designed …
 — ○ ⏳ — N/A N/A — 95 —
33144
Ansvar-Systems
Query Danish laws and regulations, EU cross-references, case law, and preparato…
 — ○ — N/A N/A — 95 —
33145
truesource
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tool…
 — ○ ⏳ — N/A N/A — — —
33146
Ambr Claim
Ricardian contracts for AI agents — dual-format, SHA-256 bound, legible by cons…
 — ○ ⏳ — — — — — —
33147
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
 — ○ ⏳ — — — — — —
33148
Privacy protection: scans, tracker detection, data broker opt-outs.
 — ○ ⏳ — N/A N/A — — —
33149
asdener123
MAIN MCP Claim
MCP (Model Context Protocol) server for the MAIN DEX on Base. Provides AI agen…
 — ○ ⏳ — — — — — —
33150
mcp-geraride Claim
Book rides, request deliveries, estimate fares, track trips. 50+ countries.
 — ○ ⏳ — N/A N/A — — —
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