MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28838
Scored
2087
Verified
16951
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11201
nitvob
Weather MCP Server Claim
Provides real-time weather forecasts and alerts for US locations using the Nati…
C 64 55 72 28 30 83 100
11202
MahithChigurupati
A FastMCP-based server that provides seamless integration with the Confluence R…
C 64 55 76 41 19 80 94
11203
kokevidaurre
Looker Admin MCP Claim
Provides over 60 administrative tools for managing users, groups, roles, schedu…
C 64 55 78 41 27 80 84
11204
skyrmionz
Provides production-ready examples of MCP servers that demonstrate building ric…
C 64 66 94 67 0 36 81 100
11205
Ansvar-Systems
peruvian-law-mcp Claim
Peruvian legislation via MCP — full-text search across statutes and provisions
C 64 64 90 43 0 66 95 93
11206
sfc-gh-tgordonjr
Integrates Snowflake Cortex AI features like Cortex Search and Analyst into the…
C 64 55 78 41 41 77 78
11207
yutakobayashidev
A Cloudflare Workers-based server that extracts clean, formatted text from web …
C 64 55 48 62 46 82 80
11208
NanguangChou
An MCP server providing AI image generation via Jimeng models, specifically des…
C 64 55 47 82 18 81 81
11209
llxxbb
MCP-Prototype Claim
Enables AI to create interactive HTML-based software prototypes with navigation…
C 64 54 74 26 N/A 37 95 80
11210
michaeldouglas
Enables lookup of Brazilian addresses by CEP (postal code) using the ViaCEP API…
C 64 55 56 58 26 83 90
11211
DXC-Lab-Linkage
Enables interaction with PostgreSQL databases through both HTTP and Stdio trans…
C 64 55 72 43 24 81 94
11212
ecfaria
todoist-mcp Claim 1
MCP server for Todoist task management integration
C 64 64 85 73 0 45 83 95
11213
rendyfebry
Google PSE MCP Server Claim 1
A Model Context Protocol server that enables LLM clients like VSCode, Copilot, …
C 64 66 79 65 0 64 81 97
11214
itrimble
Image Viewer MCP Claim 1
A Model Context Protocol server that enables Claude to display and interact wit…
C 64 55 51 100 N/A 20 95 38
11215
kukapay
whereami-mcp Claim
A lightweight mcp server that tells you exactly where you are.
C 64 55 66 33 38 83 100
11216
broerjuang
MCP Weather Server Claim
A containerized server that provides weather tools for AI assistants, allowing …
C 64 55 54 100 N/A 21 95 35
11217
94halldah
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 67 30 84 85
11218
ArjanLig
Strava Training MCP Claim 1
Connect Strava training data to Claude for training load analysis and activity …
C 64 55 90 0 N/A 52 81 96
11219
ManuelBerrueta
Hacking Buddy MCP Claim
A proof-of-concept tool that integrates AI into security operations, allowing u…
C 64 54 66 26 N/A 41 95 92
11220
itoyuya1005
A template for deploying MCP servers without authentication on Cloudflare Worke…
C 64 55 48 71 29 82 82
11221
shinichi-takayanagi
A server that connects to the Health Planet API to fetch and provide weight mea…
C 64 55 60 60 49 80 70
11222
mchldzn
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
C 64 54 33 55 N/A 41 95 100
11223
RoeeJ
SEQ MCP Server Claim
Enables LLMs to query and analyze logs from SEQ structured logging server with …
C 64 66 84 72 0 51 81 95
11224
KanvaBhatia-Alaan
slack-indexed Claim 1
An MCP server for semantic search and retrieval of indexed Slack messages store…
C 64 55 45 66 30 81 96
11225
d4nshields
Integrates I Ching divination with AI responses, allowing users to receive guid…
C 64 55 66 74 41 82 45
11226
fourcolors
Omi MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with the…
C 64 55 51 70 25 77 91
11227
EricLott
Allows Large Language Models to interact with Kroger's grocery services, enabli…
C 64 55 54 46 36 82 99
11228
whdghk1907
Provides comprehensive statistics and advanced analysis tools for the Korean st…
C 64 55 78 68 21 81 57
11229
inovexcorp
Mobi MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with Mobi in…
C 64 55 57 55 37 81 88
11230
TaichiHo
A MCP server that can run Kubernetes commands with a given kubeconfig path and …
C 64 55 63 83 N/A 19 95 46
11231
landermkerbey
ragmacs-mcp Claim
Provides LLMs with live introspective access to a running Emacs instance to eva…
C 64 54 54 55 N/A 28 82 96
11232
iamthite
A production-ready server featuring over 28 tools for comprehensive GitHub anal…
C 64 55 70 43 27 82 89
11233
leosebben
mcp-meupc Claim 2
An MCP server for searching PC components and comparing prices across Brazilian…
C 64 55 51 52 74 82 66
11234
Fromsko
Enables AI assistants to interact with SiYuan Note for comprehensive notebook m…
C 64 55 66 66 46 78 59
11235
huntkil
A server that provides HTTP API access to manage Obsidian Vaults and Markdown f…
C 64 54 80 31 N/A 28 89 85
11236
cdgaete
TokenScope Claim 1
A Model Context Protocol server that enables token-aware directory exploration …
C 64 54 57 38 N/A 37 95 91
11237
gomessoaresemmanuel-cpu
Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)
C 64 55 88 0 N/A 57 81 94
11238
juhemcp
Juhe News MCP Server Claim 2
A Model Context Protocol server that enables large language models to access th…
C 64 55 63 100 39 80 25
11239
vigneshpbmenon
Enables AI agents to interact with AutoCAD through Python automation to draw ge…
C 64 54 48 40 N/A 41 95 100
11240
benshabbat
Enables full automation of Sport5 Fantasy League management including team anal…
C 64 54 78 62 N/A 21 90 55
11241
atishayjn
Provides comprehensive financial data from Yahoo Finance, enabling retrieval of…
C 64 55 60 40 42 82 94
11242
AceDataCloud
mcp-serp Claim 1
MCP server for Google search results via SERP API
C 63 55 73 0 72 80 100
11243
professordnyc
Integrates Square sandbox catalog and orders management with voice commands (vi…
C 63 54 60 28 N/A 41 95 91
11244
ryoooo
NijiVoice-MCP Claim 2
An MCP server that enables LLMs to access the NijiVoice API for text-to-speech …
C 63 55 45 71 41 81 75
11245
ltcevil
mcp-use Claim
C 63 66 90 55 0 54 80 100
11246
Sunwood-ai-labs
A Model Context Protocol server that enables efficient management of GitHub iss…
C 63 54 51 57 N/A 56 87 67
11247
chinmay4382
Email MCP Server Claim 2
An MCP server that enables AI models to read, search, and send emails via IMAP …
C 63 54 45 58 27 87 97
11248
amornpan
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
C 63 55 78 33 21 80 94
11249
kukapay
sui-trader-mcp Claim 1
An MCP server designed for AI agents to perform optimal token swaps on the Sui …
C 63 55 51 60 44 71 90
11250
wayangalihpratama
A template for deploying an authentication-free remote MCP server on Cloudflare…
C 63 55 48 68 27 81 85
Showing 11201–11250 of 33692 servers
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