MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56901
rapid7
Enables AI-powered analysis of Rapid7 vulnerability and asset data by exporting…
56902
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
56903
cooa3e
AI-powered crypto trading signals for 400+ pairs. Generate directional signals …
N/A N/A 95
56904
SmartDogg
Enables MCP clients to read and write into a self-hosted personal knowledge bas…
81
56905
Severin2k
Blumen Komander München - Erster Florist mit MCP. Suchen, prüfen, bestellen. Li…
56906
t09tanaka
Provides VOICEVOX text-to-speech as an MCP tool. Requires a running VOICEVOX en…
N/A N/A
56907
Jensimogit
mcp-recall Claim
A self-hosted MCP memory server that gives AI assistants persistent, semantic m…
56908
us-all
Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files,…
N/A N/A
56909
snowykte0426
datagsm-mcp Claim
Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
56910
bsozen-4wm5
HashLock OTC Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
81
56911
j-east
AI image and video generation, editing, and transplant-grade region repair. Mul…
N/A N/A
56912
louiscklaw
hko-mcp Claim
MCP server with basic demonstration of getting weather from Hong Kong Observato…
N/A N/A 95
56913
Axiomatic-AI
MCP server enabling AI assistants to access the Axiomatic_AI Platform for scien…
56914
social
An authoritative AEO (answer-engine-optimization) reference corpus on saving fa…
81
56915
xiaobenyang-com
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
N/A N/A 95
56916
HimanshuSharmaKUL
mcp-spotify Claim
Enables AI agents to create, manage, and populate Spotify playlists using the S…
56917
amp-rh
A production-ready FastMCP server template with modular architecture for buildi…
81
56918
MCP-Mirror
MCPDocSearch Claim
Crawls documentation websites and provides semantic search capabilities over th…
N/A N/A 95
56919
mapleleavessssssss-wq
vivado-mcp Claim
A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivad…
N/A N/A
56920
bakissation
Gives MCP clients access to Google Workspace (Gmail, Drive, Calendar, Sheets, D…
N/A N/A
56921
keboola
interact with Keboola Connection Data Platform. This server provides tools for …
N/A N/A 95
56922
udjin-labs
mnemostack Claim
Durable hybrid memory for AI agents. Combines vector search, BM25, temporal ret…
N/A N/A 95
56923
mickey-mikey
Enables AI agents to search AustLII (Australian Legal Information Institute) fo…
81
56924
lianekai
Provides table structure browsing and read-only query capabilities for DM8 data…
N/A N/A
56925
Leo-Martin-Pala
An MCP server for working with the Võro language: local dictionary and corpus l…
Showing 56901–56925 of 56925 servers
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