MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3801
rayss868
A powerful tool for fetching and extracting text content from web pages and API…
B 75 55 88 82 53 81 60
3802
ZASRD
A basic example of a serverless Model Context Protocol (MCP) implementation usi…
B 75 66 78 75 85 21 81 96
3803
formulahendry
code-runner Claim
Code Runner MCP Server which can run code in various programming languages.
B 75 55 68 100 N/A 55 95 47
3804
birdwell
Enables access to RuneScape 3 data including real-time Grand Exchange prices, i…
B 75 55 84 58 46 82 98
3805
SAGAAIDEV
MCP Ahrefs Claim
Enables integration with Ahrefs SEO tools and services through MCP protocol. Pr…
B 75 55 66 82 48 81 92
3806
dmitryanchikov
mcp-optimizer Claim
mcp-optimizer
B 75 55 78 58 75 82 81
3807
wolffcatskyy
A Model Context Protocol server for home infrastructure management that provide…
B 75 55 63 68 68 80 100
3808
hanweg
mcp-tool-builder Claim 1
MCP server that builds itself by creating new tools as needed based on user req…
B 75 54 96 42 N/A 40 95 91
3809
totonga
odsbox-jaquel-mcp Claim 1
A Model Context Protocol (MCP) server for ASAM ODS with odsbox Jaquel query too…
B 75 54 85 38 68 95 90
3810
Doriandarko
Sora MCP Server Claim
Integrates with OpenAI's Sora 2 API to generate, remix, and manage AI-generated…
B 75 55 80 66 50 81 93
3811
any4ai
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
B 75 55 69 86 38 81 91
3812
jackfioru92
MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV
B 75 55 61 82 N/A 57 83 93
3813
tw3lveparsecs
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
B 75 55 94 58 35 80 95
3814
SeeYangZhi
heroicons-mcp Claim
heroicons-mcp
B 75 55 70 70 54 83 93
3815
quequiere
perplexity-web-mcp Claim 2
An MCP server that enables AI assistants to perform web searches on Perplexity.…
B 75 55 61 100 N/A 67 95 49
3816
brockwebb
Enables natural language queries of U.S. Census Bureau data, translating plain …
B 75 55 90 71 30 84 87
3817
manasp21
PsiAnimator-MCP Claim
Enables quantum physics simulations and visualizations by integrating QuTip for…
B 75 54 96 36 N/A 61 95 83
3818
paolodalprato
Ollama MCP Server Claim
Enables complete local Ollama management including listing models, chatting wit…
B 75 54 94 36 N/A 52 95 94
3819
jamubc
gemini-mcp-tool Claim 3
MCP server that enables AI assistants to interact with Google Gemini CLI, lever…
B 75 55 81 100 N/A 60 81 41
3820
hnkatze
PrimeNG MCP Server Claim
Provides access to PrimeNG component documentation and generates code examples.…
B 75 54 72 61 N/A 48 95 94
3821
TJarriault
Enables users to search for location coordinates, retrieve current weather data…
B 75 55 84 72 28 81 100
3822
jaw9c
registry-mcp Claim 1
An MCP server that serves informtaion from the official MCP registry
B 75 66 63 86 96 21 81 90
3823
danjam
MCP Skeleton Claim
A starter template for building Model Context Protocol (MCP) servers with Node.…
B 75 54 86 42 N/A 48 92 100
3824
Mohit4022-cloud
Enables AI-powered marketing campaign management across Google Ads, Facebook Ad…
B 75 55 90 60 44 82 90
3825
Jonathan97480
Enables AI agents to control and monitor Home Assistant smart home devices thro…
B 75 55 84 67 48 81 90
3826
ntk148v
alertmanager-mcp-server
B 75 55 76 82 66 81 63
3827
manbodyslam
Postiz Media Manager Claim 1
Manages and cleans up unused media in Postiz by identifying orphaned files not …
B 75 55 84 67 50 76 94
3828
KasperskyLab
Kaspersky OpenTIP Model Context Protocol Server. This server gives access to Ka…
B 75 55 66 68 60 81 98
3829
ymadd
shadcn-ui-mcp-server Claim 3
MCP server for shadcn/ui component references
B 75 55 71 100 N/A 44 90 56
3830
kuroko1t
webclaw Claim
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
B 75 54 90 25 N/A 78 95 89
3831
ssdeanx
An MCP tool enabling structured thinking and analysis across multiple AI platfo…
B 75 55 90 56 60 80 84
3832
andrewhopper
ITMCP Claim 1
Secure network administration MCP server that enables AI assistants to safely e…
B 75 55 90 61 42 76 99
3833
kritsxxxiva-sudo
cli Claim
B 75 54 90 41 N/A 58 90 93
3834
CakeRepository
1password Claim 1
MCP server for 1Password service accounts — tools and resources for vaults and …
B 75 54 45 77 N/A 78 83 99
3835
msilverblatt
Provides comprehensive access to Wikipedia content including article search, fu…
B 75 55 78 63 47 83 100
3836
shariqriazz
Vertex AI MCP Server Claim 1
Implementation of Model Context Protocol (MCP) server that provides tools for a…
B 75 55 84 63 42 81 97
3837
aws-solutions-library-samples
Enterprise-grade MCP server for SAP ABAP development, enabling AI-powered codin…
B 75 54 88 43 44 95 96
3838
nanameru
Next.js Docs MCP Claim
Provides AI agents with access to a comprehensive database of 200+ Next.js docu…
B 75 55 78 83 26 81 95
3839
qingmu0v0
mysql_mcp Claim
B 75 54 90 68 N/A 29 87 88
3840
Azure-Samples
The Architecture Review Agent is an open-source AI agent sample that reviews so…
B 75 54 76 61 N/A 52 90 90
3841
miyamamoto
JVLink MCP Server Claim 1
Enables natural language queries and analysis of Japanese horse racing data fro…
B 75 55 78 82 59 82 68
3842
nutstrut
Remote-first MCP adapter for emitting Settlement Attestation Receipts; not a ve…
B 75 66 86 66 98 50 81 59
3843
avac22
Tavily MCP Server Claim
Provides AI assistants with real-time web search, intelligent data extraction f…
B 75 55 84 71 42 81 86
3844
Dataojitori
nocturne_memory Claim
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents.…
B 75 54 66 62 N/A 70 87 92
3845
overpod
mcp-telegram Claim
Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching …
B 75 55 76 58 N/A 75 76 92
3846
masonbesmer
Enables AI agents to send and receive Discord messages using a user's account t…
B 75 54 68 72 N/A 35 92 100
3847
metcalfc
Atrax Claim
Proxy that aggregates multiple MCP servers and presents them as a unified inter…
B 75 55 96 55 37 78 97
3848
mikeysrecipes
A server that integrates the dnstwist DNS fuzzing tool with MCP-compatible appl…
B 75 54 78 57 N/A 41 95 96
3849
piekstra
Slack MCP Server Claim 1
Enables interaction with Slack workspaces through comprehensive channel managem…
B 75 55 84 74 34 80 90
3850
harshitdynamite
Enables authentication and interaction with DhanHQ trading APIs through OAuth-b…
B 75 55 96 62 24 80 98
Showing 3801–3850 of 67181 servers
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