MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

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54421
Discovered
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29763
Scored
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2112
Verified
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16952
Complete
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Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

Newly Added

AppGoblin - App Store ASO & App Intel F Mathematical Programming Solver F Melvea Local Honey Discovery F trial-overdue F recall-risk F

Biggest Gainers

Stocklake — AI Stock Intelligence +44 Google Analytics (unofficial) +42 data-enrichment +42

Biggest Drops

Serverless-DB-Oracle -46 civilquants -4 GoCreative Agent API -3
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54401
null-create
Enables AI agents to fetch, clean, and extract readable content from web pages,…
 — ○ ⏳ — — — — — —
54402
uvaresearch
wrapper-mcp Claim
Stdio MCP server for QMS Wrapper that enables MCP-capable clients to manage tas…
 — ○ ⏳ — — — — — —
54403
souldriver007
Enables semantic search of the KJV Bible and personal knowledge graph for scrip…
 — ○ ⏳ — N/A N/A — — —
54404
zaizaizhao
A Model Context Protocol server that helps programmers understand code by provi…
 — ○ ⏳ — N/A N/A — — —
54405
KenLSM
Huckleberry MCP server for Claude, Cursor, and other AI assistants. Query and l…
 — ○ ⏳ — — — — — —
54406
devag7
MCP Server for Indian Options — Real-time option chains, Greeks, 34+ strategies…
 — ○ ⏳ — — — — — —
54407
RenanMiqueloti
A general-purpose MCP server with utility tools including datetime information,…
 — ○ ⏳ — N/A N/A — — —
54408
IngoKiy
Enables comprehensive interaction with Airtable databases through MCP for ChatG…
 — ○ ⏳ — — — — 81 —
54409
mcp-server Claim 1
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity …
 — ○ — N/A N/A — 69 —
54410
CSOAI-ORG
FHIR-based patient records for domiciliary opticians
 — ○ ⏳ — N/A N/A — — —
54411
yigitkonur
example-mcp-server-streamable-http-stateless
 — ○ ⏳ — — — — 81 —
54412
axel-belfort
Hyperliquid vault analytics API for AI agents. Performance data for all Hyperli…
 — ○ ⏳ — N/A N/A — 95 —
54413
cluster3115
A minimal Model Context Protocol (MCP) server that fetches the current Ethereum…
 — ○ ⏳ — — — — 81 —
54414
sosoyososo
lessons-mcp Claim
An MCP server that stores and searches lessons learned to prevent repeating mis…
 — ○ ⏳ — N/A N/A — — —
54415
aidc2026ai-melon
AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D…
 — ○ ⏳ — N/A N/A — — —
54416
leocelis
28 tools that make AI write, implement, and verify structured intent — so hallu…
 — ○ ⏳ — — — — — —
54417
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
 — ○ ⏳ — — — — 81 —
54418
htristram
TrustyData Claim
French address quality, geocoding & routing from official data (BAN, INSEE, Ope…
 — ○ ⏳ — — — — — —
54419
derekalia
Enables discovery, search, generation, and management of AI models via fal.ai, …
 — ○ ⏳ — — — — — —
54420
Pyda-AI
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
 — ○ ⏳ — — — — 81 —
54421
ygaoau97
— ○ ⏳ — N/A N/A — 95 —
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