MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12451
Leonamin
Naver Mail MCP Server Claim 1
An MCP server that enables users to interact with their Naver Mail account via …
C 61 54 57 62 N/A 21 95 56
12452
bamada
nestjs-mcp Claim
NestJS module for seamless Model Context Protocol (MCP) server integration usin…
C 61 54 78 33 N/A 71 92 28
12453
AaronGoldsmith
MCP Remote Control Claim 1
An MCP server that enables AI assistants to control TVs on a local network thro…
C 61 54 45 31 N/A 37 95 98
12454
GizAI
Arche Browser Claim 1
An MCP server for comprehensive browser automation and full local PC control vi…
C 61 55 57 38 42 81 84
12455
DaniBedz
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
C 61 55 48 67 21 81 82
12456
Sunwood-ai-labs
A Model Context Protocol server that analyzes and evaluates GitHub README docum…
C 61 55 57 100 N/A 19 95 16
12457
Luko248
This server integrates with Mozilla Developer Network (MDN) documentation to su…
C 61 66 78 62 0 53 81 93
12458
tienan92it
A Model Context Protocol server that exposes Binance cryptocurrency exchange da…
C 61 55 51 41 39 82 93
12459
imlewc
Provides an MCP protocol interface for interacting with Elasticsearch 7.x datab…
C 61 55 72 31 42 78 79
12460
lukeylias
A Model Context Protocol server that provides AI assistants access to Mesh Desi…
C 61 55 57 48 19 81 94
12461
slouchd
MCP server for interacting with the CyberChef server API which will allow an MC…
C 61 55 37 53 48 82 88
12462
docker-hackerxbt68
Enables Bitcoin Lightning wallet integration with LLMs through Nostr Wallet Con…
C 61 66 72 68 0 53 81 93
12463
guillelagoria
Enables users to search and access DOOR support documentation and knowledge bas…
C 61 66 88 72 0 22 81 93
12464
highlight-ing
Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyz…
C 61 55 72 33 13 81 94
12465
nebula-contrib
A Model Context Protocol server implementation that enables LLMs to interact wi…
C 61 55 53 21 64 81 93
12466
catwhisperingninja
Discover crypto trading pairs across supported chains on DexScreener. Fetch up-…
C 61 66 78 70 0 49 80 90
12467
dieselpro1111
TradesPro Claim
TradesPro is an open source MCP server that gives AI assistants structured know…
C 61 55 72 0 60 82 96
12468
dev-prajwal
An MCP server that automates code reviews through linting, testing, and git dif…
C 61 55 51 82 N/A 33 95 34
12469
piotrpalek
MCP Think Tool Claim 1
An MCP server implementation of Anthropic's Think Tool prompt engineering techn…
C 61 55 39 100 18 81 55
12470
Saidiibrahim
search-papers Claim 1
An MCP server to search papers from arXiv
C 61 66 73 66 0 49 82 97
12471
s2d01
Enables Claude AI to generate professional, production-ready MIDI files (chord …
C 61 64 88 47 0 37 94 100
12472
smhajimirzaei
An intelligent continuous integration server that provides automated Python cod…
C 61 55 60 31 37 81 93
12473
abenke
Enables LLMs like Claude to manage Google Tasks by listing, creating, updating,…
C 61 55 62 22 43 81 98
12474
PuneetChandel
Enables secure interaction with billing systems through comprehensive PII/PCI r…
C 61 55 60 46 16 81 92
12475
0xCarbon
qt-mcp Claim 2
An MCP server for inspecting, debugging, and interacting with PySide6 desktop a…
C 61 54 45 26 N/A 58 92 89
12476
notsedano
A Model Context Protocol server that provides comprehensive Formula One racing …
C 61 55 39 91 54 81 38
12477
jjyaoao
Weather MCP Server Claim
Provides real-time weather information for 12 major Chinese cities and global l…
C 61 55 54 30 52 81 94
12478 C 61 54 30 57 N/A 21 95 98
12479
rootiq-ai
Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud insta…
C 61 55 54 52 19 81 91
12480
zpankz
logseq-mcp-tools Claim 1
C 61 55 68 82 N/A 29 95 16
12481
pramodbhatofficial
263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.
C 61 64 94 36 0 68 83 87
12482
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12483
ahtishamdilawar
Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students…
C 61 54 54 38 N/A 24 91 96
12484
excalimate
Turn Excalidraw diagrams into keyframe animations. AI-powered creation via MCP,…
C 61 55 76 0 57 82 92
12485
TollboothLabs
Reduces MCP tool description token costs by 40-70% through pure text schema dis…
C 61 54 60 36 N/A 18 95 88
12486
anishadesai5
Pokemon MCP Server Claim
Enables users to fetch detailed Pokémon data, build tournament squads, and simu…
C 61 55 62 31 30 81 97
12487
rein1225
Enables AI models to develop and automate RPG Maker MZ projects by creating map…
C 61 54 42 60 N/A 37 84 81
12488
developit
mcp-cmd Claim
CLI for calling successive MCP Server tools
C 61 54 56 26 N/A 41 95 85
12489
yuogawaiic
Zotero MCP Server Claim
Integrates with Zotero's local API to search your reference library, retrieve b…
C 61 54 54 28 N/A 39 88 95
12490
diegofornalha
MCP-Server-TESS Claim 1
A Model Context Protocol server that enables integration with the TESS API, all…
C 61 55 63 42 23 80 92
12491
baselab-me
Enables AI agents to create and post signal coins on the Base blockchain throug…
C 61 66 78 72 0 50 80 87
12492
Orchardxyz
Mammoth MCP Server Claim
Converts Microsoft Word DOCX files to clean, semantic HTML with support for pre…
C 61 64 66 60 0 56 95 91
12493
weidwonder
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
C 61 55 60 33 51 80 83
12494
fluora-ai
Fluora MCP Claim
Enables AI agents to discover and pay for monetized services such as PDF proces…
C 61 55 78 60 36 76 42
12495
mcp-ag2
Giphy MCP Server Claim
This is an auto-generated Multi-Agent Conversation Protocol server that enables…
C 61 55 60 45 21 81 91
12496
kira-autonoma
devtools Claim
23 developer utilities — base64, JWT, UUID, hash, QR, regex, timestamps. No API…
C 61 54 66 0 N/A 55 92 98
12497
mrrobotke
A Model Context Protocol service that wraps Django's migration commands as MCP …
C 61 55 60 48 18 81 91
12498
ilylty
JupyterMCP Claim
A Model Control Protocol (MCP) server that enables remote programmatic control …
C 61 55 66 38 16 81 93
12499
antfu
nuxt-mcp-dev Claim
MCP server helping models to understand your Vite/Nuxt app better.
C 61 64 62 50 0 79 95 93
12500
jmeserve
sprout-mcp Claim 1
An MCP server that integrates the Sprout Social Public API with Claude and othe…
C 61 55 53 41 30 80 98
Showing 12451–12500 of 30006 servers
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