MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5901
Revenant30102000
Provides AI assistants with access to authentic World of Tanks Blitz game data …
B 72 5⁄4 ◉ ⏳ 66 57 N/A 42 95 95
5902
sholtomaud
Provides real-time cryptocurrency market data from the Independent Reserve exch…
B 72 5⁄5 ◉ ⏳ 78 51 — 43 82 100
5903
date-fns
date-fns MCP Claim
Provides access to date-fns documentation and utilities through MCP. Enables us…
B 72 5⁄5 ◉ ⏳ 62 87 — 19 81 97
5904
azharlabs
MCP Jupyter Server ⚡ Claim
Enables inspection and editing of Jupyter notebook files (.ipynb) through tools…
B 72 5⁄5 ◉ ⏳ 78 82 N/A 42 95 51
5905
firetix
A Model Context Protocol server providing security vulnerability intelligence t…
B 72 5⁄5 ◉ ⏳ 75 55 — 48 82 98
5906
mcp-use
mcp-use-ts Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
B 72 5⁄4 ◉ ⏳ 94 27 N/A 53 90 91
5907
MuShan-bit
Freesound MCP ⚡ Claim
Enables searching and downloading audio samples from Freesound using keywords, …
B 72 5⁄5 ◉ ⏳ 66 66 — 50 80 94
5908
photoxpedia
bolor-brain-mcp ⚡ Claim 2
Cognitive architecture MCP server with memory, learning, and contextual underst…
B 72 5⁄5 ◉ ⏳ 78 91 N/A 61 88 30
5909
kydlikebtc
This server provides a robust interface for Binance spot trading operations, in…
B 72 5⁄5 ◉ ⏳ 78 66 — 25 81 99
5910
avalla
Enables generation of AI videos and images using RunComfy APIs. Supports multip…
B 72 5⁄5 ◉ ⏳ 86 61 — 24 80 95
5911
automateyournetwork
ISE MCP Server Claim 1
A Model Context Protocol server that enables programmatic interaction with Cisc…
B 72 5⁄5 ◉ ⏳ 65 73 — 43 81 94
5912
trkbt10
A Model Context Protocol (MCP) server that provides TypeScript development tool…
B 72 5⁄4 ◉ ⏳ 84 55 N/A 24 95 90
5913
manolaz
Find nearby hospitals and clinics that match specific patient needs. Access rea…
B 72 5⁄5 ◉ ⏳ 86 62 N/A 38 80 86
5914
ennuiii
Enables interaction with Azure DevOps through Personal Access Token authenticat…
B 72 5⁄5 ◉ ⏳ 72 71 — 24 81 99
5915 B 72 5⁄4 ◉ ⏳ 62 66 N/A 40 90 95
5916
H4RR1SON
Provides access to the Covertlabs infostealer intelligence platform to search f…
B 72 5⁄5 ◉ ⏳ 84 46 — 44 81 97
5917
indexnetwork
Enables ChatGPT integration with Index Network's discovery protocol through MCP…
B 72 5⁄5 ◉ ⏳ 78 68 — 30 81 93
5918
LostInBrittany
A domain-specific MCP server that provides optimized API access to the RAGmonst…
B 72 5⁄5 ◉ ⏳ 80 58 — 36 80 96
5919
pranav-vijayananth
Enables Purdue University students to access their Brightspace academic data in…
B 72 5⁄4 ◉ ⏳ 94 20 N/A 45 95 100
5920
Bluente
bluente-translate ⚡ Claim
Translate your documents with formatting intact in 2 minutes
B 72 5⁄5 ◉ ⏳ 60 73 — 66 80 85
5921
vamsikiran353-gif
Enables interaction with Google Slides presentations through OAuth2 authenticat…
B 72 5⁄5 ◉ ⏳ 78 63 — 26 81 99
5922
IQAIcom
MCP-ODOS ⚡ Claim 1
A Model Context Protocol server that enables AI assistants and applications to …
B 72 5⁄5 ◉ ⏳ 57 61 — 74 81 96
5923
54yyyu
School MCP ⚡ Claim 1
A Model Context Protocol server that helps students manage academic workflows b…
B 72 5⁄5 ◉ ⏳ 57 82 N/A 20 95 98
5924
Pavilion-devs
Saros MCP Server ⚡ Claim 1
Enables AI agents to interact with Saros DeFi through natural language, providi…
B 72 5⁄5 ◉ ⏳ 78 91 — 45 81 55
5925
Atomic-Germ
mcp-resonance ⚡ Claim
Monitors and analyzes interactions between MCP servers to detect emergent patte…
B 72 5⁄5 ◉ ⏳ 86 87 N/A 29 95 43
5926
SymbioticSec
mcp ⚡ Claim
Symbiotic CLI MCP Server for security scanning and analysis
B 72 5⁄4 ◉ ⏳ 72 62 N/A 49 83 90
5927
itsablabla
Infrastructure orchestration server for deploying and managing MCP servers on F…
B 72 5⁄5 ◉ ⏳ 90 83 N/A 28 95 45
5928
HorkyChen
A simple FastAPI-based MCP server that provides book-related tools, currently s…
B 72 5⁄4 ◉ ⏳ 86 33 N/A 40 95 100
5929
smhnkmr
A server that provides real-time cryptocurrency data through the Model Context …
B 72 5⁄5 ◉ ⏳ 72 62 — 37 81 100
5930
madebygps
Enables AI-powered journaling in Obsidian with dynamic reflection prompts gener…
B 72 5⁄4 ◉ ⏳ 76 60 N/A 27 95 90
5931
imgwho
cwprep-mcp ⚡ Claim
Generating Tableau Prep data flow (.tfl) files
B 72 5⁄5 ◉ ⏳ 84 40 — 61 83 90
5932
zlatanpham
iReader MCP ⚡ Claim
Enables extraction of content from various web sources including webpages, YouT…
B 72 5⁄5 ◉ ⏳ 72 47 — 60 82 100
5933
NiuTrans
MCP Document Parse ⚡ Claim
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
B 72 5⁄5 ◉ ⏳ 66 68 — 49 81 91
5934
muxuuu
TalkToAnki ⚡ Claim 3
An MCP server that enables AI assistants to seamlessly manage Anki flashcards, …
B 72 5⁄5 ◉ ⏳ 49 82 N/A 48 92 86
5935
iceener
Enables control of Spotify through natural language by searching the catalog, m…
B 72 5⁄5 ◉ ⏳ 96 43 — 30 81 96
5936
SUSE
suse-ai-up Claim
A comprehensive platform for managing and proxying Model Context Protocol (MCP)…
B 72 5⁄4 ◉ ⏳ 90 41 N/A 60 95 71
5937
adiom-data
mcp-lancedb ⚡ Claim 1
A Model Context Protocol (MCP) server that enables LLMs to interact directly th…
B 72 5⁄4 ◉ ⏳ 72 55 N/A 44 90 92
5938
agenticbits
Adds a live git branch status bar to the Claude interface for monitoring multip…
B 72 5⁄4 ◉ ⏳ 66 55 N/A 44 92 100
5939
mako10k
MCP-Confirm ⚡ Claim 1
An MCP server implementing AI-user confirmation protocols, providing tools for …
B 72 5⁄5 ◉ ⏳ 75 100 — 46 81 43
5940
bkalafat
diffpilot Claim 1
MCP server for PR code review, commit messages, changelogs, and secret detectio…
B 72 5⁄4 ◉ ⏳ 81 53 N/A 27 90 96
5941
YanxingLiu
Dify Server ⚡ Claim
Server for using Dify. It achieves the invocation of the Dify workflow by calli…
B 72 5⁄5 ◉ ⏳ 90 55 — 30 74 100
5942
promptingbox
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
B 72 5⁄5 ◉ ⏳ 60 72 — 48 81 99
5943
365903728-oss
✨ 为你的 AI 助手装上 B 站的眼睛:一键提取视频字幕与热门评论,助力高效信息总结 🚀 ✨ Equip your AI assistant with "B…
B 72 5⁄5 ◉ ⏳ 84 100 — 45 81 35
5944
ClawPact
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
B 72 5⁄5 ◉ ⏳ 72 72 — 32 77 97
5945
op7418
Generative-UI-MCP ⚡ Claim
MCP server that teaches AI models to generate interactive visualizations — char…
B 72 5⁄5 ◉ ⏳ 76 60 N/A 37 83 96
5946
agentify-sh
Cursor Proxmox MCP ⚡ Claim
A Python-based Model Context Protocol server that enables managing Proxmox virt…
B 72 5⁄5 ◉ ⏳ 60 70 — 46 81 100
5947
pigeek
AndroidTVMCP ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to control Android T…
B 72 5⁄4 ◉ ⏳ 81 31 N/A 53 95 99
5948
cordlesssteve
Enables systematic document organization with PDF-to-Markdown conversion, intel…
B 72 5⁄4 ◉ ⏳ 84 57 N/A 33 84 93
5949
withinfocus
statbotics ⚡ Claim
Provides access to the Statbotics API for FIRST Robotics Competition statistica…
B 72 5⁄5 ◉ ⏳ 69 100 — 61 81 43
5950
vulnersCom
vulners-mcp ⚡ Claim 1
MCP server for the Vulners.com API
B 72 5⁄4 ◉ ⏳ 57 68 N/A 51 95 89
Showing 5901–5950 of 69027 servers
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