MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24751
SaViGnAnO
A Model Context Protocol server that enables LLMs to interact with VS Code's Si…
D 47 43 45 20 N/A 24 95
24752
liqiongyu
Xueqiu MCP Claim
A MCP service based on the Xueqiu (Chinese stock market) API that enables users…
D 47 44 42 22 45 81
24753
rohit-db
Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over…
D 47 44 60 12 25 81
24754
akilat-spec
Track and manage employee leave with instant access to balances and history. Re…
D 47 43 40 25 N/A 24 94
24755
w2pwinlinux
An executable MySQL server implementation that facilitates database connections…
D 47 43 54 12 N/A 16 95
24756
datalayer
A Model Context Protocol server implementation that provides geospatial analysi…
D 47 44 35 33 40 81
24757
tsiongk
Sponge MCP Server Claim
Provides a Model Context Protocol interface to the Sponge wallet API for managi…
D 47 44 48 25 27 81
24758
mediar-ai
A multi-agent orchestrator that enables multiple AI agents to share a single Ch…
D 47 43 54 7 N/A 27 95
24759
kaman05010
A production-ready server that provides Wikipedia search and content retrieval …
D 47 44 50 25 25 82
24760 D 47 33 30 N/A N/A 13 95
24761
couchrishi
kjlahsdjkashd
D 47 44 50 33 16 81
24762
PulkitXChadha
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 47 44 48 17 38 81
24763 D 47 33 18 N/A N/A 33 95
24764
HuzaifaIrfan-AI
Ping MCP Server Claim 1
An MCP server that allows users to ping other hosts to check network connectivi…
D 47 44 35 32 45 80
24765
hirebalzac
Balzac MCP Server Claim
Enables AI agents to manage the end-to-end content pipeline on the Balzac AI pl…
D 47 44 66 0 35 81
24766
aryankeluskar
mcp-worker Claim
A lightweight template for deploying stateless Model Context Protocol (MCP) ser…
D 47 44 68 0 27 84
24767
umdoyuun
mcp_project Claim
D 47 43 42 26 N/A 18 95
24768
Kazy1014
Notion MCP Server Claim
Enables interaction with Notion databases through the Notion API, supporting fu…
D 47 44 42 30 34 81
24769
wolfschram
Search and license C2PA verified fine art photography. 1,109 images, 55 countri…
D 47 33 24 N/A N/A 23 95
24770
ajay800800
An intelligent hospital appointment management system that allows users to add …
D 47 44 38 41 24 81
24771
ajkeast
A personal AI coding assistant that connects to various development environment…
D 47 43 48 22 N/A 16 95
24772
AkhatorKing1
Playwright MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with web pages th…
D 47 43 23 33 N/A 44 95
24773
filipljoljic
Discover and map React components across your codebase to clarify architecture.…
D 47 43 40 20 N/A 32 95
24774
2squirrelsai
Enables intelligent analysis and organization of image collections with smart f…
D 47 43 42 27 N/A 19 95
24775
Mokksh-bhatt
Enables AI-powered resume scoring and feedback through secure Google OAuth auth…
D 47 44 42 27 39 81
24776
ovezthaking
my-mcp Claim
A note management MCP server that enables users to store, retrieve, and summari…
D 47 33 24 N/A N/A 23 95
24777
danielpdev
Provides access to JSONPlaceholder's free fake REST API for testing and prototy…
D 46 44 48 26 21 81
24778
lilylilysunshine
A minimal MCP server framework that enables zero-config tool discovery and stre…
D 46 44 48 22 29 82
24779
ryudg
MCP SQL Server Claim 1
A Model Context Protocol server that provides AI assistants with comprehensive …
D 46 44 27 31 49 81
24780
Jess321995
A Kubernetes command processing service that converts natural language requests…
D 46 44 56 11 23 84
24781
elliottatran
Enables AI assistants to interact with Databricks workspaces by hosting secure …
D 46 44 48 11 41 84
24782
elliotjames-paschal
Live prediction market data from Polymarket and Kalshi with VWAP pricing and re…
D 46 43 40 38 N/A 18 81
24783 D 46 33 26 N/A N/A 16 95
24784
QuantGeekDev
Calculator MCP Server Claim 2
A Model Context Protocol server built with mcp-framework that allows users to c…
D 46 43 45 17 N/A 19 95
24785
srvrsoorg
A Laravel-based web application that provides robust backend services for Model…
D 46 44 56 7 36 81
24786
max-nienu
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 46 44 48 15 35 84
24787
dazanza
mailchimp-mcp Claim 1
An MCP server that interfaces with the Mailchimp Marketing API to manage audien…
D 46 44 61 0 35 81
24788 D 46 33 26 N/A N/A 13 95
24789
Noyonchandrasaha
A Model Context Protocol server that provides real-time access to MongoDB produ…
D 46 44 33 50 16 81
24790
ag2-mcp-servers
Biolink MCP Server Claim 1
An MCP server that provides access to Monarch Initiative's biomedical data thro…
D 46 44 45 30 21 81
24791
omy8573091
A production-grade MCP server and client implementation with comprehensive feat…
D 46 44 56 12 30 81
24792
nhevers
mcp-github Claim 1
MCP server for GitHub operations
D 46 43 41 17 N/A 28 95
24793 D 46 33 24 N/A N/A 16 95
24794
cola314
A Model Context Protocol server that wraps Naver's encyclopedia search API, all…
D 46 44 35 46 18 81
24795
honysyang
Enables automated security detection and compliance auditing for cloud hosts an…
D 46 44 42 40 22 76
24796
karthikrajkumar
Enables management of corporate learning and development through employee manag…
D 46 44 48 25 24 81
24797
eddykuhan
Enables interaction with PostgreSQL databases through MCP, allowing users to ex…
D 46 44 48 28 22 81
24798
asklokesh
Hootsuite Claim 1
MCP server for Hootsuite API integration
D 46 43 49 10 N/A 32 87
24799
geka-evk
A TypeScript-based server project with comprehensive development tooling includ…
D 46 43 42 7 N/A 42 95
24800
asklokesh
Argocd Claim 1
MCP server for ArgoCD GitOps continuous delivery integration
D 46 43 45 20 N/A 32 85
Showing 24751–24800 of 67226 servers
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