MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9451
kevinoneill
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
C 67 55 60 67 24 81 97
9452
nitin-kumar101
A Retrieval-Augmented Generation system that enables uploading, processing, and…
C 67 54 54 66 N/A 19 95 94
9453
wsargent
icalPal MCP Server Claim
Enables AI assistants to interact with macOS Calendar and Reminders application…
C 67 44 54 N/A N/A 21 95 88
9454
kongyo2
An MCP server for searching and exploring MCP servers from the Glama MCP direct…
C 67 55 51 61 43 84 94
9455
devbrother2024
A starter template for quickly developing Model Context Protocol (MCP) servers …
C 67 54 66 73 N/A 27 95 59
9456
mario-andreschak
Provides image recognition capabilities using Anthropic Claude Vision and OpenA…
C 67 55 72 41 41 81 94
9457
AgiMaulana
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
C 67 54 60 45 N/A 50 85 98
9458
sailaoda
search-fusion-mcp Claim 1
🔍 High-Availability Multi-Engine Search Aggregation MCP Server - Intelligent Fa…
C 67 55 64 46 50 80 93
9459
punkpeye
Notion MCP Server Claim
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
C 67 55 92 65 44 81 37
9460
qwert666
Foundry MCP Server Claim 1
An MCP server that allows AI assistants to interact with Foundry datasets, onto…
C 67 55 69 52 46 76 90
9461
AgentWong
A Python-based server that implements the Model Context Protocol to interface w…
C 67 55 96 62 36 81 42
9462
hekmon8
Jenkins Server MCP Claim 3
A Model Context Protocol server that enables AI assistants to interact with Jen…
C 67 55 69 100 45 71 39
9463
YakupAtahanov
SuperMCP Server Claim
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
C 67 55 72 33 48 81 98
9464
Kshitij-21
Enables AI assistants to interact with the Zerodha trading platform for placing…
C 67 55 60 68 19 81 95
9465
Spathodea-Network
A Model Context Protocol server that facilitates integration with OpenCTI, allo…
C 67 55 63 66 36 81 82
9466
6
A Model Context Protocol server that allows interaction with the RubyGems.org A…
C 67 55 69 57 23 81 94
9467
kerlos
A template for building Model Context Protocol servers using Elysia and Bun run…
C 67 55 66 55 39 83 85
9468
Yang-Charles
Enables AI assistants to perform IP geolocation and nearby place searches using…
C 67 54 54 71 N/A 31 95 75
9469
TimBroddin
Astro MCP Server Claim 2
Enables access to Astro's App Store Optimization (ASO) database for analyzing a…
C 67 54 94 27 N/A 44 84 76
9470
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
9471
SecretiveShell
MCP Windows Claim
Windows integration MCP server that enables Claude to interact with Windows sys…
C 67 54 68 30 N/A 44 95 96
9472
mcp-protocol
node-runtime Claim
This package is intended for demonstration only. Maintained by JFrog Security.
C 67 54 52 52 N/A 37 95 100
9473
thadius83
OpenAI MCP Server Claim 1
Enables integration with OpenAI models through the MCP protocol, supporting con…
C 67 55 86 38 34 81 89
9474
Akshay-Quorum2145
Enables interaction with Azure DevOps work items through AI assistants like VS …
C 67 55 78 91 21 81 43
9475
frontalinilucas
juba-mcp Claim 1
An MCP server for searching the Jurisprudencia de Buenos Aires (JUBA) database …
C 67 55 49 82 30 81 86
9476
camilovelezr
Enables AI assistants to work through complex problems step-by-step with dynami…
C 67 55 90 32 40 81 86
9477
ursazoo
Iteration MCP Claim 1
Automates iteration management and code review submission workflows with DingTa…
C 67 54 72 61 N/A 24 90 75
9478
arrismo
kaggle-mcp Claim
Connects to Kaggle, ability to download and analyze datasets.
C 67 55 68 41 46 82 98
9479
Aganium
mcp-server Claim
Bridge MCP servers to the AGENIUM agent:// network with DNS resolution and mTLS
C 67 66 94 72 0 55 80 99
9480
sleepypandu
An example MCP server that allows remote clients to connect and authenticate us…
C 67 55 60 68 21 81 95
9481
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
9482
VaishnaviJagan
A standalone MCP server that exposes Petstore API endpoints as tools for AI ass…
C 67 55 94 41 22 78 86
9483
isaacriehm
memory-mcp Claim
A self-organizing, persistent semantic memory layer that enables AI agents to s…
C 67 55 66 41 57 80 93
9484
elchika-inc
Enables Claude to fetch, parse, and manage RSS/Atom feeds through the Model Con…
C 67 55 94 62 18 80 59
9485
zzstoatzz
Enables interaction with Tangled, a git collaboration platform built on AT Prot…
C 67 55 92 66 54 81 28
9486
c-wenlong
Create personalized greetings for people or groups in seconds. Toggle a playful…
C 67 54 56 62 N/A 30 95 87
9487
xxflux
A TypeScript server that implements the Model Context Protocol, enabling AI-pow…
C 67 55 92 31 19 80 100
9488
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
9489
urmilabhuva
Odoo MCP Server Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC to mana…
C 67 55 74 48 49 80 82
9490
ProfessionalWiki
MediaWiki Claim
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
C 67 66 88 62 0 82 80 99
9491
Ritesh-sudo
Enables searching for AI/ML internships and entry-level positions across multip…
C 67 55 84 91 25 80 36
9492
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
9493
BACH-AI-Tools
Enables access to real-time news articles through search, topic headlines, full…
C 67 55 56 100 45 81 44
9494
csonigo
An MCP server that enables interaction with Datagouv APIs, primarily allowing u…
C 67 55 71 55 31 81 90
9495
sdancy10
Slack MCP Server Claim 1
This MCP server provides integration with the Slack API via HTTP transport, all…
C 67 55 86 38 24 80 95
9496
jkingsman
Enables search, exploration, and analysis of all QAnon posts for sociological s…
C 67 54 64 32 N/A 43 95 98
9497
tesfandiari1
Enables users to query a comprehensive knowledge graph of personality psycholog…
C 67 55 60 60 34 82 93
9498
gemini-dk
A server providing a unified interface to interact with Firebase services, incl…
C 67 55 78 50 19 80 97
9499
1Levick3
PostgreSQL MCP Server Claim 1
A Model Context Protocol server that enables interaction with PostgreSQL databa…
C 67 55 71 53 47 71 90
9500
augustolamim
GitHub MCP Server Claim
Enables AI models to create and manage GitHub repositories, branches, and files…
C 67 55 62 66 35 80 88
Showing 9451–9500 of 66484 servers
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