MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8301
rmavuluri
A simple MCP server implementation that demonstrates streaming capabilities wit…
C 69 54 54 68 N/A 22 95 96
8302
aliyun
PolarDB-X MCP Server Claim 1
A Model Context Protocol server that enables AI agents to interact with Alibaba…
C 69 55 75 48 52 76 90
8303
TheAlchemist6
CodeCompass MCP Claim
An enterprise-grade Model Context Protocol server that provides comprehensive G…
C 69 55 90 57 N/A 53 95 40
8304
Lysander72
Playwright MCP Claim 1
Enables browser automation and web page interaction using Playwright's accessib…
C 69 55 54 100 56 81 46
8305
svarun115
Gmail MCP Server Claim
Connects to Gmail accounts to search emails, retrieve full email content, and p…
C 69 54 78 41 N/A 40 89 92
8306
Dev00355
FastMCP Claim 1
A Model Context Protocol server that bridges MCP clients with local LLM service…
C 69 54 63 61 N/A 16 95 100
8307
badbboy
Facilitates structured, progressive thinking through defined cognitive stages (…
C 69 55 60 61 47 82 94
8308
hencydsouza24
A modular Model Context Protocol server implementation using Express.js that pr…
C 69 55 66 65 26 81 100
8309
gkhays
MCP NVD Server Claim 1
A Model Context Protocol server that retrieves CVE information from the Nationa…
C 69 55 75 48 41 81 94
8310
mhabedini
Converts JSON data to TOON (Token-Oriented Object Notation) format and back, re…
C 69 55 90 75 40 81 42
8311
docherty
A server implementation of the Model Context Protocol (MCP) for managing develo…
C 69 54 78 33 N/A 38 92 99
8312
mitjaeichhorn
manus-mcp Claim 2
An MCP server that enables interaction with Google Drive through the Google Clo…
C 69 66 45 86 95 25 80 75
8313
Takatoshi-Miura
MCP-Weather Claim
Enables retrieval of weather information for major cities across Japan using th…
C 69 55 78 53 35 81 88
8314
Arman-Kudaibergenov
BSL Atlas Claim 1
An MCP server for 1C:Enterprise that provides AI assistants with access to conf…
C 69 54 51 48 66 92 92
8315
jacksteamdev
A Model Context Protocol server that provides database interaction capabilities…
C 69 54 57 57 N/A 44 95 92
8316
JustTryAI
A server that implements the Model Completion Protocol (MCP) to allow LLMs to i…
C 69 55 84 40 31 80 100
8317
VENTURE-AI-LABS
Real-time crypto market data for AI agents — market health scores, derivatives,…
C 69 55 60 52 54 82 98
8318
JackKuo666
🔍 A biomedical literature annotation and relationship mining server based on Pu…
C 69 55 70 52 37 83 100
8319
twinzies
gmail-mcp Claim
C 69 54 62 68 N/A 20 95 89
8320
ghoshsoham71
Generates personalized music playlists based on mood analysis using AI sentimen…
C 69 55 76 45 42 81 98
8321
yone-k
Enables users to manage their Zaim household account data through OAuth 1.0a au…
C 69 55 86 100 39 81 17
8322
markswendsen-code
mcp-turo Claim 2
An MCP server for automating Turo peer-to-peer car rental interactions using st…
C 69 54 69 57 N/A 30 87 92
8323
Samvox1
Enables users to compare prices, track budgets, and find promotional deals acro…
C 69 55 90 52 22 74 95
8324
j5ik2o
This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to …
C 69 54 72 68 N/A 25 95 72
8325
socialneuron
mcp-server Claim
52 MCP tools for AI social media: create, distribute, analyze, and optimize con…
C 69 55 90 0 96 72 97
8326
krasun
Notes MCP Claim 1
An MCP server that enables AI assistants like Claude to access and manipulate A…
C 69 54 55 50 N/A 44 95 100
8327
sarafina98
Gamma MCP Server Claim
Enables AI-powered generation of presentations, documents, and webpages through…
C 69 55 66 71 24 81 91
8328
angeltek
Emby.MCP Claim
Connects an Emby media server to AI clients like Claude Desktop, enabling natur…
C 69 55 88 38 41 76 98
8329
ryansherby
ViperMCP Claim
A mixture-of-experts visual question-answering server that enables visual groun…
C 69 55 78 57 27 81 89
8330
chemany
A full-featured content management platform for Today's Headlines that supports…
C 69 54 54 66 N/A 26 95 96
8331
djyde
browser-mcp Claim 1
A MCP server that allows AI assistants to interact with the browser, including …
C 69 54 69 50 N/A 28 90 100
8332
Zhuoli
Provides read-only access to native macOS system utilities including disk manag…
C 69 55 54 82 N/A 26 95 81
8333
StarRocks
StarRocks MCP (Model Context Protocol) Server
C 69 55 74 33 N/A 67 80 96
8334
8nite
A cross-platform integration server that enables interaction with the MetaTrade…
C 69 55 84 56 23 71 99
8335
iramk11
Claude Data Buddy Claim
Enables conversational analysis of CSV and Parquet files through natural langua…
C 69 54 76 52 N/A 19 95 92
8336
zhouke2020
Windows-MCP Claim
Enables AI agents to interact with Windows operating systems by providing tools…
C 69 54 54 52 N/A 46 95 97
8337
fryjustinc
SSH MCP Server Claim 1
Provides LLM clients with safe, persistent SSH access to remote machines throug…
C 69 55 70 82 N/A 59 89 39
8338
alexhholmes
MCP Obsidian Claim
Enables semantic search across Obsidian vaults using vector embeddings and Chro…
C 69 54 88 25 N/A 42 89 97
8339
dsouza-anush
An MCP server that provides integration with Jira and Confluence for managing i…
C 69 55 75 60 24 80 94
8340
YrsonHTM
MCP Oracle Server Claim
Enables interaction with Oracle databases through MCP by executing SELECT queri…
C 69 55 80 56 28 76 96
8341
Shameerpc5029
Trello MCP Server Claim
Enables seamless integration between Claude and Trello via Nango authentication…
C 69 55 72 62 21 81 100
8342
pickstar-2002
MySQL MCP Server Claim
Enables AI assistants to manage MySQL databases through natural language comman…
C 69 55 72 100 38 81 38
8343
Moonlight-CL
Redshift MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Ama…
C 69 55 69 48 42 81 100
8344
linancn
TianGong-AI-MCP Claim
A Model Context Protocol (MCP) server that supports STDIO, SSE and Streamable H…
C 69 55 62 65 42 81 90
8345
stucchi
Domain Check Claim
Check domain availability across 500+ TLDs. Single and bulk checks with UI.
C 69 54 72 41 N/A 34 94 100
8346
alxspiker
FTP Access Server Claim
Interact with FTP servers seamlessly. List directories, upload and download fil…
C 69 55 66 100 N/A 41 81 43
8347
tshu-w
MCP Server Copilot Claim 1
A meta MCP server that scales LLMs to 1000+ servers via automatic routing, with…
C 69 55 78 82 25 90 55
8348
AnCode666
NASA-MCP Claim 1
An MCP server that enables LLMs to query data from various NASA APIs, allowing …
C 69 55 59 46 61 82 99
8349
mister-weeden
A server that enables integration between Claude Desktop and WordPress, allowin…
C 69 55 78 38 47 81 100
8350
1yhy
Figma MCP Server Claim 1
A Model Context Protocol server that integrates Figma design files with AI codi…
C 69 55 45 66 69 82 89
Showing 8301–8350 of 47628 servers
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