MCP Server Quality Scores

Independent quality analysis of 35110 public MCP servers

35110
Discovered
28942
Scored
2089
Verified
16951
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34601
aixsignal
Hello Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
N/A N/A 95
34602
vinaybist
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
81
34603 N/A N/A 95
34604
cuongpo
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
N/A N/A 95
34605 N/A N/A 95
34606
Quegenx
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
N/A N/A 95
34607
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
N/A N/A 95
34608
robert19001-cmyk
mcp-lint Claim
Lint MCP tool schemas for cross-client compatibility and agent preflight safety.
N/A N/A
34609
gofullthrottle
Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providi…
81
34610
bollam1818
A demonstration MCP server that provides calculator tools for arithmetic operat…
N/A N/A 95
34611
fDiosc
BugCatcher Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
N/A N/A 95
34612
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
81
34613
KodyDennon
Provides AI agents with access to Statly SDK and API documentation, enabling se…
81
34614
douglac
Enables users to search and discover upcoming tech events, conferences, and mee…
81
34615
Raymondycp
mcpserver Claim
N/A N/A 95
34616
dushyant30suthar
endiagram Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
81
34617
miguel-escribano
Provides real-time air quality monitoring and historical data analysis for InBi…
81
34618
CSOAI-ORG
scam-detector-mcp MCP server by MEOK AI Labs
N/A N/A
34619
rogiervdbrnk
Dutch real estate data with KRK Makelaars report generation.
N/A N/A 95
34620
robgrappler
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
81
34621
gvc2000
Enables interaction with the Brazilian Chamber of Deputies Open Data API, provi…
81
34622
blackukulele-esf6
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
N/A N/A 95
34623
kscz0000
Automatically generates Chinese README documentation and mind maps for project …
N/A N/A 95
34624
keotheodangcha548
sei-mcp Claim
N/A N/A 95
34625
alittleyellowkevin
HDFS MCP Server Claim 1
A Model Context Protocol server that enables interaction with Hadoop Distribute…
81
34626
vibesecurity
VS2908 Claim
N/A N/A 95
34627
pofky
Check app review status, read reviews, download sales reports from App Store Co…
N/A N/A 75
34628
EvandroSchechtel
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
81
34629
jakobwennberg
fortnox Claim 1
MCP server for Fortnox Swedish accounting API integration
N/A N/A 75
34630 N/A N/A 95
34631
zikriyamgull-bit
Provides UK company lookups via Companies House, web scraping, and search tools…
81
34632
jpace
SkillRepo Claim
A permanent home for publishers. A curated skill library your team installs fro…
N/A N/A 95
34633
kennetchau
MCP Server Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
34634
misaka2f07
clac Claim
N/A N/A 95
34635
futuresearch
Give your AI a research team. Forecast, score, classify, or research every row …
N/A N/A
34636
marlondivino
Refines development prompts and stores semantic memory to save tokens in comple…
34637
Jwrede
tokentoll Claim
Scan codebases for LLM API calls and estimate monthly costs. Compare costs betw…
N/A N/A
34638
itsanamune
Analyze search engine results, conduct keyword research, and perform competitor…
N/A N/A 95
34639
neovasky
A GitHub integration for Claude Desktop that provides access to GitHub features…
81
34640
yushuqiu1
Get quick greetings, add numbers instantly, and discover song recommendations. …
N/A N/A 95
34641
equinixfabric
Equinix Fabric MCP Server is an AI-powered interface that enables customers to …
N/A N/A 95
34642
ahmetshbz1
Enables comprehensive filesystem operations including reading/writing files, di…
N/A N/A 95
34643
MCP-Mirror
An MCP server that extracts clean, structured Markdown content from web page UR…
81
34644
amalinakurniasari
Control Figma to create, edit, and organize designs in real time. Generate comp…
N/A N/A 95
34645
Bitcoin-native credit ratings. ⚡ Lightning pay-per-query (99 sats) or API subsc…
N/A N/A 69
34646
suhnion
molon Claim
N/A N/A 95
34647
miggie8888
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
81
34648
duvomike
topt Claim
N/A N/A 95
34649
rapid
note_mcp Claim
N/A N/A 95
34650
zduggem
pessoal Claim
N/A N/A 95
Showing 34601–34650 of 35110 servers
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