MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9251
lucky-dersan
GitLab MCP Server Claim
Provides GitLab integration for AI assistants using Model Context Protocol, ena…
C 67 55 66 66 19 77 98
9252
jimimatt
DWD MCP Server Claim
Provides access to German Weather Service (DWD) data via the Bright Sky API, in…
C 67 55 74 38 48 81 92
9253
0xKoda
WireMCP Claim 1
A Model Context Protocol server that provides LLMs with real-time network traff…
C 67 54 51 60 N/A 48 84 92
9254
browser-use
vibetest-use Claim
Vibetest MCP - automated QA testing using Browser-Use agents
C 67 54 60 55 N/A 27 95 91
9255
ddltn
Raindrop MCP Server Claim 1
An MCP server that allows Claude Desktop to access and manage Raindrop.io bookm…
C 67 55 67 43 43 80 99
9256
MushroomFleet
Gitea MCP Server Claim 1
Enables seamless integration with self-hosted Gitea platforms for creating repo…
C 67 55 84 46 42 69 86
9257
aptro
Integrates Zerodha's trading platform with Claude AI using the Multi-Cloud Plug…
C 67 54 70 41 N/A 43 87 92
9258
tuanle96
mcp-odoo Claim 2
Production-grade MCP server for Odoo ERP (16-19) with zero Odoo-side install. 2…
C 67 55 51 62 N/A 67 80 79
9259
HuckOps
A Discord bot server based on Model Context Protocol (MCP), enabling AI models …
C 67 55 76 27 49 81 100
9260
chapirousIA
PJE MCP Server Claim 1
A Model Context Protocol server that enables integration with the Brazilian PJE…
C 67 55 57 63 45 81 89
9261
VladyslavMykhailyshyn
Provides AI models with access to Ukrainian government procurement data from Pr…
C 67 55 66 62 24 81 92
9262
zayedansari2
Weather Server Claim
Provides access to weather alerts and forecasts for US locations using the Nati…
C 67 55 68 38 44 84 99
9263
AK1979
ABAP MCP Claim 1
An AI-powered server that provides comprehensive coding assistance for SAP ABAP…
C 67 54 78 75 N/A 27 90 50
9264
devonmojito
A Model Context Protocol server that enables natural language interaction with …
C 67 55 69 40 56 81 92
9265
AyaanShaheer
Integrates the EduChain library to generate educational content including multi…
C 67 54 64 55 N/A 16 92 98
9266
yangkyeongmo
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using…
C 67 54 72 22 N/A 74 90 85
9267
Cam10001110101
Processes emails from Outlook with date filtering, storing them in SQLite datab…
C 67 54 60 58 N/A 28 95 88
9268
sam2332
SQLite MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with SQL…
C 67 55 63 61 29 76 100
9269
yawlhead91
MariaDB MCP Server Claim
Enables interaction with MariaDB databases through secure read-only operations.…
C 67 55 66 74 46 81 63
9270
acenaga
Connects Claude Desktop to the Open-Meteo API to retrieve real-time weather dat…
C 67 54 60 50 N/A 29 92 97
9271
gregkop
Sketchfab MCP Server Claim 2
Allows interaction with Sketchfab's 3D model platform through Claude or Cursor,…
C 67 55 78 100 20 80 36
9272
spranjal3301
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
C 67 54 66 33 N/A 44 95 96
9273
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9274
wearesociety
Provides comprehensive wallet, token, and smart contract utilities for the Abst…
C 67 55 66 65 29 76 91
9275
thunderboltsid
mcp-nutanix Claim
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
C 67 55 68 37 51 80 100
9276
Kylejeong2
Twitter MCP Server Claim
Enables Twitter automation including posting tweets, replying to tweets, and se…
C 67 55 54 68 26 81 98
9277
devbrother2024
A starter template for quickly developing Model Context Protocol (MCP) servers …
C 67 54 66 73 N/A 27 95 59
9278
koinunopochi
Danger Zone MCP Claim 1
A Model Context Protocol server that enables safe execution of predefined comma…
C 67 55 63 87 N/A 41 95 37
9279
yop-platform
yeepay-mcp Claim 1
The Yeepay MCP service provides integration with Yeepay services via the Model …
C 67 55 72 100 45 71 32
9280
michael7736
MySQL MCP Server Claim 2
A Model Context Protocol server that allows AI agents to execute SQL queries ag…
C 67 55 77 100 26 71 42
9281
zalab-inc
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 67 55 60 61 42 81 87
9282
feuerdev
keep-mcp Claim
Read, create, update and delete Google Keep notes.
C 67 55 62 41 69 76 95
9283
egebese
SEO Research MCP Claim
Enables AI coding assistants to perform SEO research tasks including backlink a…
C 67 55 76 41 39 80 96
9284
BACH-AI-Tools
Provides access to synonyms and antonyms for words through the API Ninjas Thesa…
C 67 55 56 100 42 81 48
9285
Luzgan
time-complexity-mcp Claim 1
An MCP server for static Big-O time complexity analysis using tree-sitter AST p…
C 67 55 51 58 54 76 98
9286
smith-nathanh
yt-fetch Claim 1
An MCP server that enables interaction with the YouTube Data API, allowing user…
C 67 55 71 56 21 81 94
9287
ujs204
BlenderMCP Claim
Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…
C 67 54 66 33 N/A 43 95 97
9288
mcp-tg
Enables AI assistants to perform comprehensive Snowflake database operations in…
C 67 55 84 82 39 81 35
9289
apache
IoTDB MCP Server Claim
A server that enables running SQL queries against IoTDB databases, providing da…
C 67 55 62 48 51 82 90
9290
bit-part
Enables AI-driven batch refactoring of Movable Type content via the MT Data API…
C 67 55 72 72 39 80 64
9291
jeweis
jewei-mcp-nacos Claim 2
An MCP server that enables AI assistants to query and manage Nacos configuratio…
C 67 55 39 72 57 81 90
9292
yanboishere
Enables cryptocurrency payment processing through the Infini Payment API, suppo…
C 67 55 66 41 52 80 95
9293
agentic-ops
real-estate-mcp Claim
A demo showcase of a comprehensive MCP Server setup using a real estate website…
C 67 55 84 20 N/A 44 83 99
9294
ProfessionalWiki
MediaWiki Claim
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
C 67 66 88 62 0 82 80 99
9295
StealthBadger747
mcp-omnienv-nix Claim
Enables creation of ephemeral, polyglot development environments using Nix for …
C 67 55 54 82 N/A 21 95 73
9296
xblanc33
MCP PDF Server Claim
Enables conversion of Markdown content into PDF documents with customizable pap…
C 67 54 50 61 N/A 33 90 96
9297
maxisoft-git
InstantCMS MCP Server Claim 1
Provides a specialized environment for developing InstantCMS 2 addons and templ…
C 67 54 84 53 N/A 32 95 55
9298
vlttnv
Kubernetes Monitor Claim
A read-only MCP server for Kubernetes that allows querying cluster information …
C 67 55 82 26 41 81 99
9299
mcollina
MCP Node Fetch Claim 3
An MCP server that enables fetching web content using the Node.js undici librar…
C 67 55 57 65 34 82 93
9300
hridayshah7
Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools ac…
C 67 55 84 42 33 76 92
Showing 9251–9300 of 67197 servers
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