MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13651
lroolle
A Model Context Protocol server that enables Claude users to access specialized…
C 57 5⁄5 ◉ ⏳ 53 38 — 24 81 86
13652
kenta-ja8
A minimal MCP server that enables searching through pre-scraped React documenta…
C 57 5⁄4 ◉ ⏳ 48 55 N/A 21 95 58
13653
eDramas
MasterGo Magic MCP ⚡ Claim
Connects AI models with MasterGo design tools to retrieve and process DSL data …
C 57 6⁄6 ◉ ⏳ 76 65 0 25 81 88
13654
InfolabAI
Gemini MCP Server ⚡ Claim
A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Ge…
C 57 5⁄4 ◉ ⏳ 48 28 N/A 45 95 73
13655
mattcoatsworth
Zoom API MCP Server ⚡ Claim 2
A comprehensive Model Context Protocol server that enables interaction with the…
C 57 5⁄5 ◉ ⏳ 56 82 — 25 82 27
13656
vog01r
Provides real-time aircraft tracking data from OpenSky Network combined with FA…
C 57 6⁄6 ◉ ⏳ 90 37 0 49 81 86
13657
ZatesloFL
Aiven MCP Server ⚡ Claim
Enables interaction with Aiven cloud services including PostgreSQL, Kafka, Clic…
C 57 5⁄5 ◉ ⏳ 62 30 — 42 81 70
13658
adamrtalbot
A Model Context Protocol server designed to facilitate Nextflow development and…
C 57 5⁄4 ◉ ⏳ 45 28 N/A 20 95 93
13659
serkanh
An MCP server that allows AI assistants to access AWS CloudWatch logs by listin…
C 57 5⁄5 ◉ ⏳ 45 43 — 25 81 90
13660
MKhalusova
A Model Context Protocol server that enables LLMs to extract and use content fr…
C 57 5⁄4 ◉ ⏳ 41 36 N/A 23 95 90
13661
Yogesh-G-3468
OmniDocs MCP Claim
An intelligent MCP server that enables AI agents to crawl, index, and semantica…
C 57 5⁄4 ◉ ⏳ 42 31 N/A 25 95 93
13662
kentaro
A Model Context Protocol server that enables AI assistants to utilize AivisSpee…
C 57 5⁄5 ◉ ⏳ 45 62 — 20 81 70
13663
jbdamask
NIH RePORTER MCP ⚡ Claim 1
A Model Context Protocol server that enables conversational searching of NIH-fu…
C 57 6⁄6 ◉ ⏳ 75 46 0 43 82 95
13664
theburgerllc
A Model Context Protocol server that enables seamless integration between Claud…
C 57 6⁄6 ◉ ⏳ 51 73 0 45 81 99
13665
eriktilio
A tool server that processes mathematical expressions via Multi-Chain Protocol …
C 57 5⁄4 ◉ ⏳ 54 17 N/A 41 95 79
13666
ryanmccauley
d2-mcp Claim
Enables AI assistants to compile, validate, and explore D2 diagrams using the o…
C 57 6⁄6 ◉ ⏳ 66 66 0 32 81 96
13667
paterapatera
An MCP server that enables AI agents to search and retrieve messages within a S…
C 57 5⁄5 ◉ ⏳ 45 75 — 27 81 49
13668
amuralik-gh
Weather MCP Server ⚡ Claim
Enables users to get weather forecasts and alerts for any US city and state thr…
C 57 5⁄5 ◉ ⏳ 46 31 — 27 83 100
13669
snikithag
An agentic AI system that enables healthcare professionals to log patient sympt…
C 57 5⁄4 ◉ ⏳ 40 32 N/A 18 95 99
13670
laksh-krishna-sharma
Weather MCP Server ⚡ Claim
A Model Context Protocol (MCP) server that provides real-time weather alerts an…
C 57 5⁄5 ◉ ⏳ 60 31 — 24 81 86
13671
Sysc4lls
Ida documentation reader (sort-of) mcp server
C 57 5⁄4 ◉ ⏳ 50 17 N/A 39 87 96
13672
Dhineshkumar272005
HackBridge ⚡ Claim 1
An MCP server that connects AI clients to a Linux terminal for real-time automa…
C 57 5⁄4 ◉ ⏳ 51 31 — 25 84 90
13673
RishiA
Enables natural language querying of a resume with AI/ML experience, business i…
C 57 5⁄5 ◉ ⏳ 60 22 — 21 81 99
13674
JoeWithGlide
MySQL MCP Server ⚡ Claim
Provides AI assistants with secure read-only access to MySQL databases through …
C 57 6⁄6 ◉ ⏳ 72 56 0 43 81 90
13675
SandroSD
Enables users to retrieve current weather alerts for US states and detailed wea…
C 57 5⁄5 ◉ ⏳ 36 58 — 9 81 94
13676
DiegoDuaS
Enables users to play a number guessing game through a remote MCP server deploy…
C 57 5⁄5 ◉ ⏳ 48 31 — 24 81 100
13677
chatmcp
mcp-server-collector ⚡ Claim 2
A MCP Server used to collect MCP Servers over the internet.
C 57 6⁄6 ◉ ⏳ 75 68 0 19 81 90
13678
Klavis-AI
strata Claim 1
MCP server for progressive tool usage at any scale (see https://klavis.ai)
C 57 6⁄6 ◉ ⏳ 69 37 0 82 76 91
13679
tejpalvirk
A powerful context management system that maintains persistent context across c…
C 57 5⁄4 ◉ ⏳ 76 35 N/A 28 92 41
13680
Ani07-05
Provides essential security and CTF tools including hash identification, encodi…
C 57 5⁄5 ◉ ⏳ 60 26 — 19 81 92
13681
wirdes
db-mcp-tool Claim 1
A powerful Model Context Protocol (MCP) tool for exploring and managing differe…
C 57 5⁄5 ◉ ⏳ 60 82 — 37 81 11
13682
vandreus
UniFi MCP Server ⚡ Claim
Enables comprehensive management of UniFi network infrastructure through the Un…
C 57 6⁄6 ◉ ⏳ 60 70 0 27 81 100
13683
mattmorgis
Nuanced MCP Server ⚡ Claim 1
An MCP server that enables LLMs to understand and analyze code structure throug…
C 57 5⁄5 ◉ ⏳ 51 32 — 22 81 97
13684
AbacatePay
Enables integration with Abacate Pay API for managing payments, customers, and …
C 56 6⁄6 ◉ ⏳ 54 60 0 56 81 90
13685
abhi-dhoriya
An MCP server that delivers random jokes from multiple sources including Chuck …
C 56 5⁄5 ◉ ⏳ 45 17 — 44 81 100
13686
durgeshmca
A multi-tool AI assistant system that uses Model Context Protocol to connect la…
C 56 5⁄5 ◉ ⏳ 50 25 — 21 84 100
13687
xiaobenyang-com
Hugeicons ⚡ Claim
Hugeicons MCP Server is a TypeScript based server that provides integrated tool…
C 56 6⁄4 ◉ ⏳ 72 66 0 45 95 55
13688
just-record
Provide a test implementation of an MCP server to validate and demonstrate MCP …
C 56 5⁄4 ◉ ⏳ 48 25 N/A 18 95 92
13689
akc2267
Solana MCP Server ⚡ Claim 1
A server that provides simple RPC endpoints for common Solana blockchain operat…
C 56 5⁄5 ◉ ⏳ 54 30 — 13 81 94
13690
Joseph19820124
A demonstration MCP (Model Control Protocol) server built with FastMCP framewor…
C 56 5⁄4 ◉ ⏳ 48 20 N/A 23 95 94
13691
DanielRamosAcosta
NixOS MCP Server ⚡ Claim
Enables searching and retrieving NixOS configuration options using the official…
C 56 6⁄6 ◉ ⏳ 66 62 0 27 81 96
13692
woongaro
Connects to the Korea Meteorological Administration (KMA) Open API to provide s…
C 56 5⁄5 ◉ ⏳ 42 37 — 27 81 93
13693
toshihikoyanase
Mong MCP Server ⚡ Claim
Provides a moby-like random name generator through the Model Context Protocol, …
C 56 5⁄5 ◉ ⏳ 54 12 — 37 81 100
13694
chirag127
Provides advanced probabilistic decision-making algorithms including MDPs, MCTS…
C 56 6⁄6 ◉ ⏳ 84 56 0 31 81 79
13695
Nikhita196
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
C 56 5⁄5 ◉ ⏳ 15 58 — 43 81 92
13696
jamesg31
PostgreSQL MCP Server ⚡ Claim 1
A Model Context Protocol server that provides read-only access to PostgreSQL da…
C 56 5⁄5 ◉ ⏳ 57 50 — 18 81 64
13697
JoelRevLai
Smithery Scaffold ⚡ Claim
Provide a scaffold for building MCP servers with ease. Enable rapid development…
C 56 5⁄4 ◉ ⏳ 30 45 N/A 14 95 92
13698
symdex-100
Symdex ⚡ Claim
Index and search codebases using structured schemas for deep code analysis. Aud…
C 56 6⁄6 ◉ ⏳ 94 10 0 63 81 93
13699
jikime
MCP server that provides Korean weather information using grid coordinates and …
C 56 5⁄5 ◉ ⏳ 66 31 — 18 81 75
13700
pinepaper
Enables AI assistants to create and animate graphics in PinePaper Studio using …
C 56 6⁄6 ◉ ⏳ 92 18 0 61 81 91
Showing 13651–13700 of 69135 servers
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