MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29524
Scored
2112
Verified
16952
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4751
WAI-Soft
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
B 74 54 72 68 37 89 98
4752
Om-Shree-0709
Provides comprehensive access to GitHub repositories, issues, pull requests, co…
B 74 55 88 62 24 81 100
4753
pablof7z
MCP Money Claim 1
An MCP server to provide AI agents money functionalities via Nostr and Cashu.
B 74 55 75 100 20 81 77
4754
barbosaihan
Enables AI assistants to interact with Autodesk Civil 3D, allowing them to retr…
B 74 54 68 65 N/A 47 95 93
4755
claude-world
notebooklm-skill Claim
Bridges NotebookLM's research capabilities with Claude's content generation, en…
B 74 54 76 42 N/A 71 90 92
4756
antonpme
Auralis Commander Claim
A lightweight Windows-native MCP server providing a consolidated suite of 14 to…
B 74 54 72 58 N/A 47 95 92
4757
AndreyVMarkelov
MCPulse Claim
JMeter Sampler plugin to load-test MCP stdio servers (Model Context Protocol).
B 74 54 90 35 N/A 41 95 100
4758
mkusaka
MCP Shell Server Claim
A server that uses the Model Context Protocol (MCP) to allow AI agents to safel…
B 74 54 72 62 N/A 53 89 91
4759
sonnd08
n8n MCP Server Claim
Provides AI assistants with direct access to the n8n automation platform to man…
B 74 55 100 41 41 81 98
4760
magicuidesign
mcp Claim 1
Official Magic UI MCP server.
B 74 55 68 100 N/A 61 95 37
4761
FrancoSbaffi
xhs-mcp Claim
Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote)…
B 74 54 90 50 N/A 43 87 93
4762
kk520879
Enables Windows program management through MCP, including listing installed pro…
B 74 54 80 56 N/A 39 95 93
4763
mlziade
librarian Claim 2
An MCP server that enables LLMs to search, summarize, and retrieve detailed inf…
B 74 55 79 56 47 82 99
4764
wong2
litemcp Claim
A TypeScript framework for building MCP servers elegantly
B 74 54 90 61 N/A 56 95 59
4765
kzmshx
Frontmatter MCP Claim
Enables querying and updating Markdown frontmatter metadata using DuckDB SQL, w…
B 74 54 76 31 N/A 76 95 97
4766
dindicoelho
Enables intelligent RSS feed management and analysis through Inoreader integrat…
B 74 55 86 61 34 81 99
4767
faisalhakim47
Enables AI agents to monitor and read Android notifications in real-time via Te…
B 74 55 72 100 N/A 31 82 71
4768
fredriksknese
mcp-cohesity Claim
Provides AI assistants with access to Cohesity DataProtect for managing backups…
B 74 55 76 72 38 82 94
4769
dwisiswant0
Delve MCP Claim 1
A TypeScript-based MCP server providing a complete interface to the Delve debug…
B 74 55 86 53 59 76 95
4770
wrale
MCP Server Make Claim 1
A Model Context Protocol server that enables LLMs to safely execute make target…
B 74 55 65 91 66 95 47
4771
clikvn
Provides read and write access to Airtable databases, enabling LLMs to inspect …
B 74 55 72 71 50 81 93
4772
inteligencianegociosmmx
Vega-Lite MCP Server Claim 1
Provides AI assistants with access to Vega-Lite documentation, visualization ex…
B 74 55 94 91 45 81 42
4773
maxim-ist
MCP Bear Claim
A Python-based MCP server that provides read and write access to Bear Notes on …
B 74 55 90 91 N/A 43 95 36
4774
ChengJiale150
jupyter-mcp-server Claim
A powerful MCP server for AI-driven Jupyter Notebook management and execution
B 74 54 56 66 N/A 61 95 96
4775
mcp-tool-shop-org
MCP File Forge Claim 3
A Model Context Protocol server for secure, sandboxed file operations and proje…
B 74 55 57 100 N/A 77 92 44
4776
pinkpixel-dev
Prysm MCP Server Claim 1
A Model Context Protocol server enabling AI assistants to scrape web content wi…
B 74 55 81 60 43 80 97
4777
HITENDRAPAL3
YouTube MCP Server Claim 1
Enables AI agents to search for YouTube videos and play them in the default bro…
B 74 55 94 62 27 80 91
4778
popand
Integrates Apple Music with MCP clients to search the global catalog, manage pe…
B 74 55 76 72 31 82 99
4779
ExpertVagabond
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking,…
B 74 54 94 33 N/A 67 82 91
4780
pansila
MCP Server to expose the GDB debugging capabilities
B 74 54 84 35 N/A 69 92 93
4781
assister-xyz
AgentTrust Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
B 74 54 96 41 N/A 73 65 96
4782
dbsectrainer
Health monitoring for all your MCP servers
B 74 44 58 N/A N/A 62 83 96
4783
TheSethRose
A TypeScript template for building Model Context Protocol (MCP) servers that en…
B 74 54 68 68 N/A 38 92 100
4784
piskunproject
Connects Claude Desktop and other MCP clients directly to Notion with secure SS…
B 74 55 84 66 52 80 82
4785
samanhappy
mcphub Claim
A unified hub for centrally managing and dynamically orchestrating multiple MCP…
B 74 54 90 38 N/A 92 90 64
4786
arjunkmrm
mcp-minecraft Claim
Allows AI models to observe and interact with the Minecraft world through a bot.
B 74 54 78 58 N/A 44 89 96
4787
juho127
Integrates with Overleaf's Git feature to manage LaTeX projects directly from M…
B 74 55 86 100 N/A 24 95 42
4788
pdmtt
A MCP server for agent-driven research on Brazilian law using official sources
B 74 54 61 66 N/A 60 95 88
4789
n24q02m
Production-grade MCP server for Telegram with dual-mode Bot API and MTProto. 6 …
B 74 54 72 61 81 81 80
4790
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 55 94 100 30 81 42
4791
bdfrost
Enables interaction with Sonarr and Radarr APIs to query media libraries, check…
B 74 55 78 61 50 78 99
4792
creatrcollective
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
B 74 55 66 82 N/A 24 95 89
4793
pma1999
An MCP server for academic research that enables paper search across 14 sources…
B 74 54 92 41 N/A 56 95 79
4794
dreamfactorysoftware
DF-MCP Claim
DreamFactory MCP Server enables AI assistants like Claude to directly query you…
B 74 55 70 57 N/A 64 82 99
4795
riotofgeese
Gemini MCP Server Claim
Provides access to Google's Gemini API for multi-turn conversations and image g…
B 74 55 84 72 25 81 92
4796
john-zhang-dev
Xero MCP Server Claim 1
An MCP server allowing Clients to interact with Xero Accounting Software
B 74 54 63 52 N/A 72 90 96
4797
invapi-org
invapi-mcp Claim
Extract, create, convert & validate invoices (UBL, CII, XRechnung, ZUGFeRD, PDF…
B 74 54 84 71 N/A 32 83 88
4798
kajirita2002
esa MCP Server Claim 1
An interface that enables Claude AI to interact with the esa API for searching,…
B 74 55 86 61 39 82 92
4799
AB498
Provides code context and analysis for AI assistants by extracting directory st…
B 74 55 72 100 N/A 49 90 49
4800
bossjones
Datetime MCP Server Claim 1
This server enables users to store, manage, and summarize notes using a custom …
B 74 54 84 62 N/A 23 91 96
Showing 4751–4800 of 46053 servers
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