MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5851
pipethedev
Enable LLMs to automate web browsing tasks remotely using BrowserCat's cloud br…
B 72 55 78 66 N/A 23 81 99
5852
GangGreenTemperTatum
Shodan MCP Server Claim
Enables comprehensive security reconnaissance, vulnerability assessment, and th…
B 72 55 78 55 45 81 95
5853
xianminx
Flomo MCP Server Claim
Enables users to create and save notes in Flomo directly through AI chat intera…
B 72 55 70 62 51 81 94
5854
ValentinTarnovsky
This MCP server assists Minecraft Java plugin developers by providing dependenc…
B 72 55 90 58 27 80 89
5855
galangw
Enables web searching via Google Search and AI Mode, plus advanced web scraping…
B 72 55 72 100 29 81 60
5856
ryaker
day-planner-mcp Claim 1
An MCP App that renders an interactive dashboard in Claude conversations to uni…
B 72 55 84 60 30 82 90
5857
rulords
Enables deep integration with Google Workspace for AI assistants, allowing for …
B 72 55 84 41 56 81 97
5858
tech-spoke
Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tre…
B 72 54 92 51 N/A 27 90 84
5859
OguntolaIbrahim
image-viewer Claim 1
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
B 72 54 78 55 N/A 26 90 100
5860
snipefactory
lumen-mcp Claim 1
## 🔦 SnipeFactory: Lumen MCP Engine Lumen MCP is a specialized forensic analys…
B 72 54 84 52 N/A 33 90 91
5861
DarkGenius
Zenrus MCP Claim 1
Provides real-time currency exchange rates for USD and EUR against the Russian …
B 72 55 84 60 24 82 100
5862
cbwinslow
OpenDiscourse MCP Claim 1
Enables access to comprehensive U.S. legislative and governmental data from Gov…
B 72 55 84 65 33 76 93
5863
scanpower
Enables interaction with ScanPower's inventory and shipment management system t…
B 72 55 92 87 26 74 64
5864
cgize
Think Tool Server Claim
Enhance Claude's reasoning capabilities with a dedicated tool for structured th…
B 72 54 62 55 N/A 47 94 99
5865
anjalimahapatra2004
Provides tools for managing human resources tasks such as applying for leave, c…
B 72 54 78 57 N/A 25 90 97
5866
leftspin
Connects to Xcode's build system to extract, parse, and display errors and warn…
B 72 54 96 30 N/A 37 87 99
5867
NiuTrans
MCP Document Parse Claim
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
B 72 55 66 68 49 81 91
5868
Huan-zhaojun
mcp-safe-proxy Claim
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
B 72 54 84 30 N/A 54 89 100
5869
LumabyteCo
clarifyprompt Claim
AI prompt optimization for 58+ platforms across 7 categories with custom platfo…
B 72 54 60 58 N/A 76 81 94
5870
jpwebb
A reliable server for extracting text from PDF documents using the poppler-util…
B 72 55 84 83 N/A 45 95 39
5871
itzdaimy
Enables AI assistants to read, build, and edit 247afk scripts in real-time thro…
B 72 55 66 61 N/A 50 82 99
5872
kornbed
A TypeScript-based server that enables Cursor editor to interact with Jira tick…
B 72 55 72 70 42 81 90
5873
skysqlinc
skysql-mcp Claim
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL an…
B 72 55 68 68 45 76 99
5874
TakumiY235
UniProt MCP Server Claim 1
Enables AI assistants to access protein information directly from UniProt, allo…
B 72 55 90 45 46 81 91
5875
adamsmaka
Flutter MCP Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 54 78 38 N/A 67 95 83
5876
rsdouglas
janee Claim
Secure secrets proxy for AI agents — manages API keys so agents never see raw c…
B 72 54 64 33 N/A 84 95 93
5877
mazah81-gif
my-mcp-server-2025 Claim
B 72 54 60 70 N/A 28 95 100
5878
maorcc
gimp-mcp Claim
GIMP MCP server
B 72 54 78 36 N/A 59 95 94
5879
jpbullalayao
Creates shareable Pokepaste URLs from Pokémon team data, allowing users to form…
B 72 55 86 100 41 81 33
5880
donthemannn
A Model Context Protocol server that provides persistent memory and conversatio…
B 72 54 75 53 N/A 34 95 95
5881
shanyang-me
Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.
B 72 54 76 41 N/A 47 95 99
5882
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
5883
cliffhall
Puzzlebox Claim 1
An MCP server that enables coordination of agents through shared finite state m…
B 72 55 63 58 63 82 98
5884
dazeb
A powerful Model Context Protocol server that enables AI assistants to manage C…
B 72 54 54 72 N/A 32 95 100
5885
tagny
Tagny MCP Server Claim
Enables web browsing capabilities for locally served LLMs through URL text fetc…
B 72 55 82 31 71 81 99
5886
bzsasson
A lightweight Claude MCP gateway that dynamically loads tools only when needed,…
B 72 54 78 37 N/A 48 95 98
5887
mbpfws
Coordinate and manage complex AI-driven software development workflows using a …
B 72 55 72 72 N/A 39 81 90
5888
kenjisekino
Enables Claude Desktop to search and query personal document collections (PDF, …
B 72 55 78 55 40 80 100
5889
lumalabs
luma-api-mcp Claim
Powered by Ray (video) and Photon (image) models by Luma AI
B 72 55 80 60 N/A 42 80 90
5890
mbailey
voicemode Claim
Natural (2-way) voice conversations with Claude Code
B 72 55 84 20 N/A 85 81 97
5891
suryast
40 MCP tools for 11 Indonesian government portals — BPOM, BPJPH, AHU, OJK, BMKG+
B 72 54 60 60 N/A 74 83 90
5892
totodev999
Provides reference information for shadcn/ui components through a Model Context…
B 72 55 78 56 41 81 100
5893
eidetic-works
nucleus Claim
MCP server for persistent memory, execution verification, governance, and compl…
B 72 54 90 28 N/A 89 85 73
5894
lockon-n
PDF Tools MCP Server Claim 1
A comprehensive tool server for reading, merging, and extracting content from P…
B 72 55 60 82 41 81 91
5895
OvertliDS
mcp-searxng-enhanced Claim 1
Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and d…
B 72 55 79 62 N/A 43 81 89
5896
iceener
Enables control of Spotify through natural language by searching the catalog, m…
B 72 55 96 43 30 81 96
5897
vuvuvu
Enable AI assistants to manage and monitor song requests and queues for streame…
B 72 55 75 91 N/A 67 81 41
5898
akki91
Ankr API MCP Server Claim 1
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
B 72 55 65 72 33 81 100
5899
pipethedev
Talk to Figma MCP Claim
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
B 72 55 78 57 39 78 99
5900
54yyyu
School MCP Claim 1
A Model Context Protocol server that helps students manage academic workflows b…
B 72 55 57 82 N/A 20 95 98
Showing 5851–5900 of 30006 servers
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