MCP Server Quality Scores

Independent quality analysis of 61955 public MCP servers

61955
Discovered
30088
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31851
asgard-ai-platform
Enables AI agents to issue, void, query, and manage Taiwan e-invoices via 27 MC…
31852
kuzhang
gee-mcp Claim
Enables downloading satellite imagery from Google Earth Engine as GeoTIFF files…
N/A N/A
31853
danielchu97
An AI-powered MCP server for value investors. Analyze stocks using principles f…
31854
CSOAI-ORG
muckaway-ai-mcp MCP server by MEOK AI Labs
N/A N/A
31855
brianpmccullough
mcp-app-ui Claim
This MCP server provides the current server time through a basic resource and t…
N/A N/A
31856
yamanoku
Enables querying Connpass user profiles, group memberships, and event participa…
31857
alejandro-ao
A step-by-step guide and complete working example for building and running an M…
N/A N/A
31858
pareelamre
Forecast future events and scan prediction-market edges.
31859
venchuian
Enables interaction with Feishu (Lark) via MCP for sending messages, managing c…
31860
jmagar
gotify-mcp Claim 2
MCP server for Gotify push notifications - send messages and manage apps/client…
N/A N/A 66
31861
aHk-coder
finn-mcp Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
31862
PiGrieco
SAM Claim
Intelligent AI memory management system with ML auto-triggers that automaticall…
31863
pipeworx-io
Genius Claim
Genius MCP — songs, artists, annotations metadata
31864
SC-ML-cmd
ssh-mcp Claim
Enables SSH interactive session management through MCP, supporting commands, me…
N/A N/A
31865
tulaman
Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, by…
N/A N/A
31866
postgres-mcp Claim 1
PostgreSQL MCP server - query, schema introspection, explain, and health checks…
N/A N/A 81
31867
BackyardBrains
Enables interaction with Xero accounting API for financial reporting, sales ana…
N/A N/A
31868
nim-lang
MCP server providing symbol navigation, diagnostics, and type resolution for Ni…
N/A N/A
31869
pawanpanpan
server Claim
N/A N/A 95
31870
howardpen9
MCP server that wraps the Grok CLI to enable code review, adversarial testing, …
31871
insomnia-me
Apeiron Claim
Unlimited web access MCP server for AI agents, enabling search, fetch, and lear…
N/A N/A
31872
blwfish
FreeCAD MCP Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
N/A N/A
31873
SPS-Tech-is-now
MCP server for Oracle WebLogic Server administration using WLST, enabling serve…
31874
solomonneas
adguard-mcp Claim
MCP server for managing AdGuard Home instances and AdGuardHome Sync with 33 too…
31875
johnanleitner1
7,000+ live bookable slots across 20 suppliers in 28 cities and 15 countries — …
81
31876
Masterplanner25
Exposes the Nodus orchestration runtime as MCP tools for memory management, goa…
31877
Richardilemon
calendar-pa Claim
Google Calendar MCP server with natural language scheduling, conflict detection…
31878
jambonz
This server exposes jambonz verb schemas and developer documentation as MCP too…
31879
leandrocg
Provides comprehensive access to Google Search Console data with enhanced analy…
N/A N/A 95
31880
EngIcaro
A read-only MCP server that exposes data-file lineage analyses for Qlik Cloud t…
31881
mrmos
Enables LLMs to control Ableton Live via OSC and the Model Context Protocol, su…
N/A N/A
31882
tszaks
Enables AI assistants to manage multiple Gmail accounts simultaneously with bui…
31883
introman2023
Search 160k+ Russian B2B products from 8,900+ verified manufacturers (EN/RU).
31884
hankeyyh
Enables AI applications to access Feishu (Lark) knowledge base and cloud docume…
31885
xiaobenyang-com
osrs-stat Claim
Track any player's skills, activities, and boss kills. Explore leaderboards for…
N/A N/A 95
31886
llyfn
MCP server for the Spotify Web API — gives Claude and other AI assistants tools…
31887
wildmin
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
31888
slavovthinks
tecton-mcp Claim
Enables interaction with Tecton clusters through MCP, allowing management of fe…
31889
hhx465453939
A PubMed MCP server that enables LLMs to search, retrieve details, and download…
31890
tacoda
keystone-mcp Claim
An MCP server that retrieves contextual information from company resources and …
31891
droyad
sumo-mcp Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
31892
ChrisGVE
Gives LLM agents access to local and remote data via databases, files, graphs, …
N/A N/A
31893
islem-zaraa
Enables AI assistants to create and manipulate PowerPoint presentations program…
N/A N/A
31894
SecretX33
A cross-platform MCP server for querying and introspecting PostgreSQL databases…
31895
severity1
3commas-mcp Claim
A Model Context Protocol (MCP) server that integrates AI assistants with the 3C…
31896
zopalz
MCP server that enables web search, image search, and image download using Duck…
31897
ViktorOgnev
kaiten-mcp Claim
Enables interaction with Kaiten project management platform through 246 tools f…
31898
acato
ebay-mcp Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
31899
var-gg
pindoc Claim
Code-pinned team memory for AI coding agents — typed artifacts (Decision/Analys…
31900
pdarche
Binary Banya Claim
An MCP server offering 'treatments' for AI agents like context cleaning, critiq…
N/A N/A
Showing 31851–31900 of 61955 servers
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