MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9751
atlanhq
atlan-mcp-server Claim 1
MCP server for interacting with Atlan services including asset search, updates,…
C 66 55 59 41 73 84 81
9752
mikeysrecipes
ChainGPT MCP Claim 1
A Model Context Protocol server that integrates ChainGPT capabilities into AI a…
C 66 55 51 67 41 81 89
9753
xiaonieli7
A server that provides real-time flight information query capabilities to AI as…
C 66 55 66 53 40 78 91
9754
mattiaperi
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
C 66 55 68 38 43 81 100
9755
convertguru
File Convert MCP Server
C 66 55 72 41 39 81 92
9756
punkpeye
mcp-animal-of-the-day Claim 1
Explore a new amazing animal every single day!
C 66 55 36 87 N/A 45 95 65
9757
mrwan84
ThinkPLC-MCP Claim
Enables AI assistants to interact with SIEMENS PLC S7-1500/1200 controllers thr…
C 66 55 60 66 27 76 93
9758
beekmarks
WASM MCP Server Claim 1
This server enables running a Model Context Protocol in a web browser with func…
C 66 55 78 60 21 77 83
9759
GALIAIS
SiYuan MCP Server Claim 1
An MCP server for SiYuan Note that enables comprehensive management of notebook…
C 66 55 63 65 N/A 68 95 39
9760
OrionPotter
DBHub Claim
A universal database gateway MCP server that enables AI assistants to connect t…
C 66 55 90 68 53 76 29
9761
tamappe
Market Index MCP Claim 1
Provides natural language access to over 100 years of historical market index d…
C 66 55 60 82 N/A 55 92 34
9762
lourencomaciel
sift-gateway Claim
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-…
C 66 64 90 42 0 86 87 100
9763
tb8412
Deterministic pre-execution safety certification for autonomous AI agents. Eval…
C 66 54 66 38 N/A 32 94 93
9764 C 66 54 54 60 N/A 13 95 98
9765
AlwaysSany
DeepL MCP Server Claim
Provides translation capabilities using the DeepL API, supporting text translat…
C 66 55 72 36 47 81 91
9766
adamd9
Helps users find suitable LinkedIn job opportunities by automatically scraping …
C 66 55 60 58 26 81 99
9767
hedera-dev
A server that interfaces with the Hedera Testnet Mirror Node API, converting it…
C 66 55 72 56 19 80 89
9768
TeeDDub
MCP server that allows searching and retrieving book information from Aladin's …
C 66 55 60 75 56 80 55
9769
K1ta141k
MCP Desktop Tools Claim 1
An MCP server that provides Claude with comprehensive desktop automation capabi…
C 66 55 45 100 N/A 27 95 52
9770
NimbleBrainInc
Enables AI assistants to manage Folk CRM data, including contacts, companies, n…
C 66 55 54 43 66 83 92
9771
designly1
MCP Medium Server Claim
Enables AI assistants to publish posts to Medium with support for drafts, tags,…
C 66 55 56 82 23 81 75
9772
willsygao
Enables AI agents to manage Tencent Cloud Live services through natural languag…
C 66 55 54 66 47 78 84
9773
arnaldo-delisio
Engagio MCP Claim
Enables Twitter engagement intelligence by monitoring accounts and topics to id…
C 66 55 72 38 37 78 99
9774
liukexina
lkx-mcp Claim
Provides utility tools including weather alerts, GitHub repository analysis, ph…
C 66 55 60 60 32 80 92
9775
gentiku
Enables comprehensive Spotify integration through natural language commands, su…
C 66 55 78 41 24 81 98
9776
Sunil-paudel
Provides weather forecasts and alerts for US locations using the National Weath…
C 66 55 70 100 24 81 36
9777
redhat-community-ai-tools
A simple MCP server that provides access to Jira issues from Cursor AI, allowin…
C 66 55 60 43 46 81 99
9778
shreyaskarnik
Voice MCP Claim
Enables bidirectional voice interaction for Claude Code using local speech-to-t…
C 66 54 66 27 N/A 46 94 96
9779
joepangallo
Payment gateway for autonomous AI agents. Single gateway key for tool discovery…
C 66 66 78 75 0 67 81 99
9780
dealfluence
adeu Claim
Automated DOCX Redlining Engine
C 66 54 60 23 N/A 70 95 90
9781
henningziech
An MCP server that enables Claude to learn from user corrections by recording t…
C 66 54 57 56 N/A 35 90 90
9782
j840425
Enables quantitative trading analysis with 12 tools for real-time market data, …
C 66 55 72 52 19 81 95
9783
saifeezibrahim
AWS MCP Server Claim
Enables AI assistants to execute AWS CLI commands and access AWS documentation,…
C 66 55 78 33 44 81 91
9784
zjromani
Enables ChatGPT to access and analyze personal Garmin health data including dai…
C 66 55 78 41 24 81 97
9785
sintem
Enables AI agents to interact with Gmail through LIAM's CASA-compliant Google O…
C 66 55 76 35 30 82 99
9786
edgego
Integrates EdgeOne Pages Functions with large language models to retrieve and u…
C 66 55 66 40 44 82 98
9787
bradleyfay
Automatically provides AI assistants with contextual, version-specific document…
C 66 55 36 65 56 81 97
9788
pickstar-2002
MinIO Storage MCP Claim
Enables AI assistants to manage MinIO object storage through comprehensive buck…
C 66 55 72 100 40 81 21
9789
xpn
Mythic MCP Claim
A demonstration server that allows large language models to perform penetration…
C 66 54 80 30 N/A 27 95 88
9790
kukapay
An MCP server that enables agents to perform bulk BNB and BEP20 token transfers…
C 66 55 51 63 40 81 95
9791
lt012071
Enables secure, read-only access to Firebase Firestore collections and Storage …
C 66 55 76 41 46 82 79
9792
mayank-ketkar-sf
ML Jupyter MCP Claim
Execute Python code with persistent state across Claude conversations using a b…
C 66 54 78 28 N/A 21 95 100
9793
baranwang
Trends Hub Claim 3
A MCP server that aggregates hot trends and rankings from various Chinese websi…
C 66 55 53 74 67 80 58
9794
khushiiagrawal
MCP Research Server Claim 1
A Model Context Protocol server that provides tools for searching arXiv papers …
C 66 55 73 55 24 81 85
9795
Tencent-RTC
The Tencent RTC MCP Server provides real-time communication capabilities such a…
C 66 55 60 100 22 81 54
9796
Garoth
DALL-E MCP Server Claim 1
An MCP server that allows users to generate, edit, and create variations of ima…
C 66 55 79 61 20 81 76
9797
ZbigniewTomanek
MCP Tools Claim
A custom Model Context Protocol server that gives Claude Desktop and other LLMs…
C 66 54 72 38 N/A 43 84 91
9798
lxe
Chrome MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to control Chrome br…
C 66 54 57 58 N/A 26 87 95
9799
kozokaAI
AS400 MCP Server Claim
Enables development support for AS400/IBM i systems by providing read-only acce…
C 66 55 66 41 67 80 78
9800
banned104
Provides AI assistants with direct access to the complete Godot Engine document…
C 66 54 54 40 N/A 45 92 99
Showing 9751–9800 of 67197 servers
« Prev 1 194 195 196 197 198 1344 Next »