MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29801
PigeonRelay Claim
Delegate tasks between AI agents on different platforms and collect the results.
D 40 2⁄5 ◔ — — 0 — 81 —
29802
quotewise
Discover, verify, and explore 600K curated quotes from a massive database of au…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29803
eliu243
Connect your Oura Ring account securely in minutes. Enable authorized access to…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29804
velarynai
Ragora Claim
Search across all your knowledge bases to retrieve relevant information instant…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29805
couchloop
CouchLoop EQ Claim
CouchLoop EQ provides behavioral governance for LLMs. It monitors AI responses …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29806
acedatacloud-mcp
MCP Suno Claim
AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29807
recursive
DezignWorks Claim
Query DezignWorks reverse engineering software — features, file format compatib…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29808
valoria
Valoria Claim
# Valoria **Make money with x402.** See what's earning, find profitable gaps, …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29809
ahmadsl
Kachink Claim
Personal finance tracker — log transactions, view summaries, and browse a dashb…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29810
archtoolsdev
Provides access to a comprehensive suite of utility functions and developer res…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29811
navanithbharadwaj
stream Claim
Connect to Synorb Streams to explore and query live streams. Search, filter, an…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29812
gener8v
U.S. demographics, housing, mortgage, migration, and employment data from the C…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29813
MoneyChoice_MCP
MoneyChoice Claim
Provides institutional macroeconomic forecasts across commodities, currencies, …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29814
craftsw-rjso
mcp Claim
Company knowledge, services, case studies, pricing, and tools for craftable sof…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29815
abdulsaboor938
Find HICSS papers by topic, author, or year range. Explore sections and keyword…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29816
achriom
Achriom Claim
The media memory layer for AI agents and their humans. Your AI client gets 29 t…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29817
powerly
Powerly Claim
Build and manage white-label EV charging mobile apps without writing code. Crea…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29818
lightpaper
Lightpaper Claim
Publish and manage high-quality markdown documents with automated quality feedb…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29819
creativelead
UnClick Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messag…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29820
lux
lux Claim
Manage Lux Cloud database projects. Lux is a single database that replaces Redi…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29821
sigaihealth
Search 585+ free cancer support resources across Washington State in 7 languages
D 40 2⁄4 ◔ ⏳ — 0 — — 81 —
29822 D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29823
GoodGoodCo
roundHR MCP Claim
roundHR MCP - Data Analysis report - Get Candidate info
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29824
aiamindennapokban
Fal Claim
Create and edit high-quality media across various formats including images, vid…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29825
Zerion
Zerion API Claim
Zerion API's MCP server provides access to onchain wallet data across Ethereum,…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29826
lekt9
Unreel Claim
Create high-quality videos from natural language scripts. Track and manage mult…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29827
wawp
whatsapp Claim
Connect Wawp API Documentation directly to your AI tools like Cursor, Windsurf,…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29828
zoro
wealth Claim
Wealth MCP wraps the wealth experience routes (`/expenses`, `/income`, `/assets…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29829
qbtlabs
OpenMM MCP Claim 1
MCP server for OpenMM — exposes market data, account, trading, and strategy too…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29830
Seamark Claim
Personal sailing voyage log: trips, legs, ships, crew and GPX tracks with hones…
D 40 2⁄5 ◔ — — 0 — 81 —
29831
pingzen
Monitor websites, APIs, and services with 44 tools across 22 protocols (HTTP, T…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29832
zapier
Zapier Claim
Hosted MCP server connecting AI assistants to 9,000+ apps and 40,000+ actions v…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29833
beilin
# MinerU Document to Markdown 将多种常见文档一键转换为 Markdown,依托 [MinerU](https://mineru…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29834
checkra1neth
xbird-mcp Claim
Manage your social presence by posting tweets, threads, and media directly from…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29835
jjbot1
Computer-mcp Claim
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29836
businesshotelsdeveloper
Real-time "Bleisure" travel booking and discovery. This MCP server provides AI …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29837
sophia-blueprint
Navigate the Sophia Architecture Blueprint to discover comprehensive system des…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29838
found402
pii-scrubber Claim
Strips PII (emails, SSNs, API keys, phone numbers, addresses) from text before …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29839
arjunkmrm
Spotify Claim
Spotify Web API. Browse music, manage playlists, control playback, and explore …
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29840
chris
annas-mcp Claim
Search a vast catalog of books on Anna's Archive. Discover editions, formats, a…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29841
mcp Claim
Magento 2 extension marketplace over MCP: search, buy, publish, and install pac…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29842 D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29843
slidemaster
SlideMaster Claim
Convert topics or existing files into professional presentation videos with aut…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29844
picoads
picoads Claim
Earn from your audience or buy ad distribution — the only agent ad network with…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29845
a-ariff
Manage your Canvas coursework with quick access to courses, assignments, and gr…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29846
WillNigri
External Brain for AI Agents - persistent versioned memory for creators
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29847
MOD_Vibes
MOD Vibe Claim
Share and discover location-specific atmosphere reports, curated reviews, and r…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29848
ckbk
Real-time NYC transit data for subway, bus, ferry, commuter rail, and Citi Bike…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29849
contrastcyber
ContrastAPI Claim
MCP server with 53 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, S…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
29850
ta-mcp
AI-powered technical analysis server for stocks, crypto, and Indian markets. Du…
D 40 2⁄5 ◔ ⏳ — — 0 — 81 —
Showing 29801–29850 of 69365 servers
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