MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13751
c1r5
A demonstration project that implements a Model Context Protocol (MCP) server w…
C 56 5⁄5 ◉ ⏳ 48 32 — 21 81 96
13752
QuentinCody
Unofficial MCP server that allows AI agents to discover Shopify storefronts and…
C 56 5⁄5 ◉ ⏳ 60 41 — 19 81 69
13753
Jackie-shi
Looking-Glass-MCP ⚡ Claim 1
A Model Context Protocol server that provides network probing capabilities thro…
C 56 5⁄5 ◉ ⏳ 51 28 — 23 81 94
13754
BACH-AI-Tools
Enables comprehensive YouTube data access including video details, playlists, c…
C 56 5⁄5 ◉ ⏳ 50 60 — 45 76 43
13755
jamescalam
Provides an MCP server for scraping and retrieving data from GitHub Projects, i…
C 56 5⁄5 ◉ ⏳ 42 66 — 21 76 69
13756
Miles0sage
Provides AI-powered tools for searching Polymarket prediction markets and calcu…
C 56 5⁄5 ◉ ⏳ 70 0 — 28 81 98
13757
Paul-Bonneville-Labs
neemee-mcp ⚡ Claim 1
MCP client library and bridge for Neemee personal knowledge management system
C 56 5⁄5 ◉ ⏳ 64 10 N/A 60 70 79
13758
jayden-chmod
warrant-mcp ⚡ Claim 1
An MCP server that provides formal reasoning and argument validation tools for …
C 56 5⁄4 ◉ ⏳ 45 28 N/A 30 94 81
13759
yurinnick
Kubernetes MCP ⚡ Claim 1
An MCP server that enables interaction with Kubernetes resources through natura…
C 56 5⁄4 ◉ ⏳ 39 32 N/A 40 95 76
13760
carsonlabs
Classify raw text into structured triage objects with intent, urgency, category…
C 56 5⁄5 ◉ ⏳ 72 0 — 27 81 95
13761
msabramo
A Model Control Protocol server template deployed on Vercel that demonstrates M…
C 56 6⁄6 ◉ ⏳ 66 62 0 21 84 97
13762
jiaohuix
BiliMind-MCP Claim 1
An MCP server that generates structured notes from Bilibili videos by automatic…
C 56 5⁄5 ◉ ⏳ 47 40 — 16 81 93
13763
boleyn
FS-MCP Server ⚡ Claim 1
A Model Context Protocol server that provides intelligent file reading and sema…
C 56 5⁄5 ◉ ⏳ 39 36 — 45 81 84
13764
getDynamoi
Dynamoi ⚡ Claim
Promote music on Spotify and grow YouTube channels through AI-powered Meta and …
C 56 6⁄6 ◉ ⏳ 84 10 0 65 89 95
13765
vuluu2k
Transforms a GitHub repository into a structured personal brain for AI to manag…
C 56 5⁄5 ◉ ⏳ 68 0 — 35 81 96
13766
www-zerotrusted-ai
ZeroTrusted-ai PII Detection Agent
C 56 5⁄4 ◉ ⏳ 36 17 N/A 45 95 96
13767
jameskanyiri
Daraja MCP ⚡ Claim 2
A Model Context Protocol server that integrates AI applications with Safaricom'…
C 56 5⁄5 ◉ ⏳ 45 41 — 25 78 87
13768
githubmilind
mcp-weather ⚡ Claim
A Model Context Protocol (MCP) server that enables AI assistants and LLMs to ac…
C 56 5⁄5 ◉ ⏳ 46 30 — 21 83 100
13769
sboludaf
A Model Context Protocol server that enables programmatic querying of Azure res…
C 56 5⁄5 ◉ ⏳ 51 33 — 16 81 96
13770
twelve2five
An MCP server that enables AI assistants to create and run Processing sketches …
C 56 5⁄4 ◉ ⏳ 33 26 N/A 39 95 94
13771
xiaobenyang-com
temp-notes ⚡ Claim
A lightweight service that provides cross conversation temporary information st…
C 56 6⁄4 ◉ ⏳ 72 66 0 45 95 55
13772
msathiyakeerthi
Enables interaction with FHIR resources on Google Cloud Healthcare API through …
C 56 6⁄6 ◉ ⏳ 86 35 0 43 80 92
13773
Stauffacher
An example Model Context Protocol (MCP) server that provides basic mathematical…
C 56 5⁄4 ◉ ⏳ 48 16 N/A 27 94 97
13774
CooKey-Monster
Ebay MCP Server ⚡ Claim 1
A Model Context Protocol server that lets you fetch auctions from Ebay.com usin…
C 56 5⁄5 ◉ ⏳ 63 21 — 37 81 75
13775
kelseyee
Calculator MCP ⚡ Claim
A numerical calculator based on Model Context Protocol (MCP) that provides simp…
C 56 5⁄4 ◉ ⏳ 42 30 N/A 20 95 88
13776
NaNMesh
nan-forget ⚡ Claim
AI that remembers. Local-first cross-session, cross-project long-term memory fo…
C 56 5⁄5 ◉ ⏳ 62 0 N/A 58 69 97
13777
Papasmurf79
A beginner-friendly collection of MCP server implementations demonstrating calc…
C 56 5⁄5 ◉ ⏳ 60 15 — 22 84 97
13778
rshemtov13
Jira MCP Server Claim 1
A Model Context Protocol server that provides access to JIRA issue data stored …
C 56 5⁄5 ◉ ⏳ 45 43 — 19 76 95
13779
guirguispierre
Spotify MCP Claim
Enables remote interaction with Spotify through the Model Context Protocol, all…
C 56 5⁄5 ◉ ⏳ 66 0 — 35 81 99
13780
grzetich
Enables querying real-time adoption metrics, trends, and comparisons for popula…
C 56 6⁄6 ◉ ⏳ 84 36 0 45 81 90
13781
cjpnice
An automation server that enables interaction with Xiaohongshu platform through…
C 56 5⁄4 ◉ ⏳ 42 38 N/A 18 95 81
13782
alphago2580
Access Korea’s G2B procurement and Nara Market data for bid notices, awards, co…
C 56 6⁄6 ◉ ⏳ 78 63 0 46 80 69
13783
stayce
icf-mcp Claim 1
WHO ICF classification codes for health and disability. Lookup, search, browse …
C 56 6⁄6 ◉ ⏳ 76 57 0 45 80 78
13784
NANDI-Services
nandi-proxmox-mcp ⚡ Claim
MCP server for Proxmox VE management (VM, LXC, nodes)
C 56 5⁄5 ◉ ⏳ 56 0 N/A 66 70 99
13785
WinJayX
MCP Jenkins Server ⚡ Claim
An integration tool that allows interaction with Jenkins CI/CD servers through …
C 56 5⁄5 ◉ ⏳ 60 22 — 22 81 91
13786
syahiidkamil
A Model Context Protocol server that provides LLMs with full read-write access …
C 56 5⁄5 ◉ ⏳ 51 26 — 26 81 92
13787
abhi-dhoriya
An MCP server that delivers random jokes from multiple sources including Chuck …
C 56 5⁄5 ◉ ⏳ 45 17 — 44 81 100
13788
durgeshmca
A multi-tool AI assistant system that uses Model Context Protocol to connect la…
C 56 5⁄5 ◉ ⏳ 50 25 — 21 84 100
13789
o2alexanderfedin
MCP LinkedIn ⚡ Claim 1
An MCP server that enables users to interact with LinkedIn feeds and search for…
C 56 5⁄5 ◉ ⏳ 39 37 — 45 74 89
13790
MCP4Public
Look 4 Fundings ⚡ Claim
Provides basic text manipulation and analysis tools including word reversal and…
C 56 6⁄6 ◉ ⏳ 68 65 0 27 81 91
13791
abakhru
Vibetest Use ⚡ Claim 1
An MCP server that launches multiple Browser-Use agents to test websites for UI…
C 56 5⁄4 ◉ ⏳ 41 32 N/A 27 90 91
13792
DeepSRT
DeepSRT MCP Server ⚡ Claim 1
An MCP server that enables users to generate summaries of YouTube videos in mul…
C 56 6⁄6 ◉ ⏳ 69 57 0 38 81 92
13793
samvas-codes
dawshund_mcp Claim 1
An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective pe…
C 56 5⁄5 ◉ ⏳ 55 32 — 16 80 92
13794
CursorTouch
MCP-Agent ⚡ Claim
Connect to any MCP servers using agents
C 56 6⁄4 ◉ ⏳ 66 42 0 53 95 88
13795
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
13796
woongaro
Connects to the Korea Meteorological Administration (KMA) Open API to provide s…
C 56 5⁄5 ◉ ⏳ 42 37 — 27 81 93
13797
Joseph19820124
A demonstration MCP (Model Control Protocol) server built with FastMCP framewor…
C 56 5⁄4 ◉ ⏳ 48 20 N/A 23 95 94
13798
GongRzhe
An MCP server that enables secure terminal command execution, directory navigat…
C 56 6⁄4 ◉ ⏳ 63 36 0 62 87 99
13799
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
13800
SpaceStation09
News Feed MCP ⚡ Claim
Enables users to access up-to-date news through RSS feeds and read full article…
C 56 5⁄5 ◉ ⏳ 54 22 — 24 83 93
Showing 13751–13800 of 69135 servers
« Prev 1 … 274 275 276 277 278 … 1383 Next »