MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35851
CMSCardOS
Enables AI assistants to issue and manage virtual cards, check balances, pull t…
35852
pjqdyd
MCP-TS-DEMO Claim
A TypeScript MCP server demo supporting local Stdio and remote Streamable HTTP,…
N/A N/A
35853
e0ipso
Enables AI assistants to interact with Drupal sites through MCP tools, with aut…
35854
getvaletparking
MCP server for valet parking: 789 US operators across 31,186 cities. 7 tools. N…
35855
amitds1997
Enables connecting to Amazon Redshift and executing SQL queries with read-only …
35856
AliProgrammin
MCP server that lets AI agents call APIs without ever seeing the credentials, u…
N/A N/A
35857
6rz6
Provides tools to access GitHub repository and user statistics, including repo …
35858
dehuadong
MCP server integrating Doubao vision models, enabling Claude Code to recognize …
N/A N/A
35859
YounggheeJang
pumpbhp Claim
N/A N/A 95
35860
tkelkermans
tymewear-mcp Claim
Connects Claude to Tyme Wear's breathing sensor platform to analyze ventilatory…
N/A N/A
35861
cantiandotai
cantianai_1 Claim
N/A N/A 95
35862
NuerSir
worker-mcp Claim
A high-performance MCP server for Cloudflare Workers/Pages with a web dashboard…
N/A N/A
35863
bishi-eava
Read-only MCP server providing population and age distribution data for Oyama C…
35864
lorenzocean
lims-s Claim
N/A N/A 95
35865
Neutrollized
Provides MCP tools for Google Maps services including directions, geocoding, di…
35866
Flightmussy
Europe's 478 best beaches: sea temperature, sand, best months, swimming, surf. …
35867
globalpayments
Enables AI agents to create and manage payment links programmatically via the G…
35868
Uttam-Mahata
An advanced Model Context Protocol server that integrates GitHub repositories w…
81
35869
sansaks-jpg
Unifies Roblox Studio, Unity, Unreal Engine, and Blender into a single AI-power…
N/A N/A
35870
AiAgentKarl
An open-source MCP server for AI-powered fraud prevention that detects fraudule…
35871
tamcho113
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
35872
getcyphrex
Cyphrex Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
35873
Playerbs1
A tool that connects to Substack's official Publisher API to access posts, news…
35874
Psichico
FinvizMCP Claim
An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
35875
joonhuang
Enables interaction with Notion databases and pages via the Notion API. Allows …
N/A N/A
35876
TJYOYO
mcp-server Claim
Minimal FastMCP server demo with example tools like generating leave request em…
N/A N/A
35877
Ansvar-Systems
Query Estonian cybersecurity data -- regulations, decisions, and requirements f…
N/A N/A
35878
roscoej
Enables AI agents to create shipments, track packages, get rates, validate addr…
35879
topdev424
Enables AI assistants to control and automate Unreal Engine through a native C+…
N/A N/A 95
35880
FilippTrigub
Enables AI assistants to read, write, and manage Google Sheets spreadsheets thr…
35881
forgemeshlabs
Cryptographic receipts for AI outputs — signed, chain-anchored, $0.001/call
35882
mortada7-11
A Model Context Protocol server that exposes SQL Server metadata and read-only …
35883
xiaolai
Provides Claude with long-term memory by indexing conversation history, enablin…
N/A N/A
35884
EduardoDknight
Provides secure, read-only database queries, HTTP GET requests with anti-SSRF p…
N/A N/A
35885
gucci10248
BioMCP Claim
Read-only biomedical MCP server connecting PubMed, ClinicalTrials.gov, ClinVar,…
N/A N/A
35886
henryperkins
Enables AI assistants to manage Azure AI Search services, including indexes, do…
N/A N/A
35887
plugrail
Japanese holiday and business-day calculations using official Japan Cabinet Off…
35888
djsamseng
blpapi-mcp Claim
Enables access to Bloomberg financial data via MCP, requiring a Bloomberg Termi…
N/A N/A
35889
holger1411
A powerful MCP server that enables AI assistants like Claude to access, analyze…
35890
DanWahlin
Transforms code repositories into interactive, themed adventures for exploratio…
N/A N/A
35891
ragmha
Enables AI clients to read and write local Apple Books library, collections, an…
N/A N/A
35892
jyou-syo
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
N/A N/A
35893
acekapila
A Model Context Protocol (MCP) server that provides integration with Things 3 a…
N/A N/A
35894
angelkurten
ppa-mcp Claim
Anti-procrastination MCP server using ClickUp for task management. Enables capt…
35895
edutacara
MCP server for network operations that lets AI assistants interact with Cisco/J…
N/A N/A
35896
asgard-ai-platform
mcp-uof Claim
Wraps UOF (U-Office Force) SOAP/ASMX WebServices as MCP tools, enabling AI agen…
N/A N/A
35897
RobertoDure
Enables scanning IP addresses for vulnerabilities using Nmap and API-based chec…
35898
BlueprintAIx
Enables AI assistants to discover, evaluate, and execute DeFi yield strategies …
N/A N/A
35899
seabearDEV
Reverie Claim
CLI + MCP server that bootstraps persistent project context for any AI agent, s…
N/A N/A
35900
42Research
Enables crash dump analysis and kernel debugging by integrating the real crash …
N/A N/A
Showing 35851–35900 of 66549 servers
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