MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7901
struktured-labs
Godot MCP Server ⚡ Claim 2
An MCP server that provides tools for Godot Engine development, enabling users …
B 70 5⁄4 ◉ ⏳ 71 58 N/A 27 90 94
7902
nckhemanth0
MCP server for intelligent subscription management with Gmail + MySQL integrati…
B 70 5⁄5 ◉ ⏳ 63 53 — 56 81 98
7903
kishimoto-banana
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
B 70 5⁄5 ◉ ⏳ 72 63 — 40 81 87
7904
PancrePal-xiaoyibao
Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search …
B 70 5⁄5 ◉ ⏳ 90 57 — 27 81 82
7905
PraneshASP
foundry-mcp-server ⚡ Claim
An experimental MCP Server for foundry built for Solidity devs
B 70 5⁄5 ◉ ⏳ 66 58 N/A 54 81 91
7906
JanProvaznik
Enables searching for train connections, stations, and ticket pricing on the Cz…
B 70 5⁄5 ◉ ⏳ 74 100 — 31 83 44
7907
strangelove-ventures
Web3 MCP Server ⚡ Claim
A Model-Context-Protocol server enabling users to perform basic operations on S…
B 70 5⁄5 ◉ ⏳ 74 60 — 45 74 91
7908
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
B 70 5⁄5 ◉ ⏳ 84 51 — 33 81 89
7909
qso-graph
MCP server for Parks on the Air (POTA) providing live activator spots, park det…
B 70 5⁄4 ◉ ⏳ 72 41 — 38 95 98
7910
dragomirweb
Crawl4Claude ⚡ Claim
A comprehensive, domain-agnostic documentation scraping and AI integration tool…
B 70 5⁄4 ◉ ⏳ 82 41 N/A 30 95 93
7911
nancheng582-jpg
Polymarket MCP Server ⚡ Claim 1
Enables Claude to autonomously trade, analyze, and manage positions on Polymark…
B 70 5⁄5 ◉ ⏳ 84 40 — 49 81 94
7912
VivaLaPanda
Enables searching and retrieving preserved Twitter data from the Community Arch…
B 70 5⁄5 ◉ ⏳ 76 60 — 24 81 96
7913
Omniscience-Labs
OMNI-MQTT-MCP ⚡ Claim
Enables AI assistants to publish and subscribe to MQTT topics with configurable…
B 70 5⁄5 ◉ ⏳ 62 82 — 26 81 90
7914
cppmyjob
Provides structured task planning and tracking capabilities with 40 tools for m…
B 70 5⁄5 ◉ ⏳ 54 82 N/A 32 95 78
7915
DynamicEndpoints
Huntress-MCP-Server ⚡ Claim 1
MCP server for Huntress API integration
B 70 5⁄5 ◉ ⏳ 53 72 — 46 80 100
7916
alexcandrabersiva
binance-futures-mcp ⚡ Claim 2
Comprehensive Binance Futures trading MCP server with 41 professional trading t…
B 70 5⁄5 ◉ ⏳ 72 91 — 60 80 39
7917
vfa-khuongdv
Redmine MCP Server ⚡ Claim 1
Enables AI agents to interact with Redmine API for managing tickets, projects, …
B 70 5⁄4 ◉ ⏳ 63 70 — 54 75 88
7918
truaxki
MCP Notes Server ⚡ Claim 2
An MCP server for managing and persisting notes, offering CRUD operations, note…
B 70 5⁄5 ◉ ⏳ 79 47 — 34 82 100
7919
JexinSam
MSSQL MCP Server ⚡ Claim 1
A Model Context Protocol server that enables secure and structured interaction …
B 70 5⁄5 ◉ ⏳ 75 48 — 64 69 96
7920
ResakaGit
mcp-vitacore Claim
A session memory consolidation and architectural oversight system that uses Gem…
B 70 5⁄5 ◉ ⏳ 66 65 — 42 82 92
7921
pyang2045
TWSE MCP Server ⚡ Claim
Provides real-time access to Taiwan Stock Exchange market data, financial repor…
B 70 5⁄5 ◉ ⏳ 88 91 — 30 81 39
7922
leilaabdel
salesforce-mcp ⚡ Claim
Salesforce MCP Server
B 70 5⁄5 ◉ ⏳ 86 52 — 25 78 95
7923
gitPratikSingh
Weather MCP Server ⚡ Claim
Provides current weather conditions, multi-day forecasts, and location search c…
B 70 5⁄5 ◉ ⏳ 78 53 — 27 81 100
7924
Guepard-Corp
guepard-mcp-server ⚡ Claim
B 70 5⁄4 ◉ ⏳ 78 61 N/A 25 84 88
7925
OrtakProje-1
Integrates the Pub.dev API with AI assistants to provide real-time Flutter pack…
B 70 5⁄5 ◉ ⏳ 72 56 — 39 81 97
7926
FlameZerg
Playwright MCP ⚡ Claim 1
Enables browser automation and web page interaction using Playwright's accessib…
B 70 5⁄5 ◉ ⏳ 62 100 — 50 81 48
7927
waimakers
Veo 3.1 MCP Server ⚡ Claim 1
Enables high-quality AI video generation using Google's Veo 3.1 model for text-…
B 70 5⁄5 ◉ ⏳ 78 68 — 24 80 89
7928
x8yuv
Weather MCP Server ⚡ Claim
Provides weather forecasts and alerts for US locations using the National Weath…
B 70 5⁄5 ◉ ⏳ 84 100 — 28 81 35
7929
boleyn
Intelligent knowledge base management tool that enables searching, browsing, an…
B 70 5⁄4 ◉ ⏳ 62 71 N/A 25 95 87
7930
sumitchatterjee13
Enables web search, content extraction, question answering, and RAG context gen…
B 70 5⁄5 ◉ ⏳ 86 55 — 24 81 93
7931
terryso
MetaTag Genie ⚡ Claim
MetaTag Genie
B 70 5⁄5 ◉ ⏳ 74 82 N/A 50 95 37
7932
MushroomFleet
DeepLucid3D-MCP Claim 3
MCP server for unified cognitive processing — deep reasoning framework for Clin…
B 70 5⁄5 ◉ ⏳ 81 58 N/A 23 83 90
7933
CaptainCrouton89
A starter template for building Model Context Protocol servers that integrate w…
B 70 5⁄5 ◉ ⏳ 54 100 N/A 23 95 64
7934
priteshshah96
A simple application demonstrating Model Context Protocol (MCP) integration wit…
B 70 5⁄5 ◉ ⏳ 82 66 — 16 77 94
7935
EvilPhatBoi
A Model Context Protocol server that enables LLMs like Claude to interact with …
B 70 5⁄5 ◉ ⏳ 77 60 — 31 80 92
7936
avarant
A server that enables vector and keyword search capabilities in Typesense datab…
B 70 5⁄5 ◉ ⏳ 74 52 — 41 80 98
7937
iAchilles
Memento ⚡ Claim
A local, fully-offline MCP memory server that enables persistent storage and re…
B 70 5⁄5 ◉ ⏳ 60 100 N/A 39 95 43
7938
keithah
Gumroad MCP Server ⚡ Claim
Enables AI assistants to access Gumroad sales data, subscription information, a…
B 70 5⁄5 ◉ ⏳ 66 65 — 30 81 99
7939
rakeshgangwar
Provides Formula One data and statistics through a Model Context Protocol inter…
B 70 5⁄5 ◉ ⏳ 78 100 — 46 78 35
7940
amysatterlee
Facilitates retrieval of National Park Services data using the NPS API, allowin…
C 69 5⁄5 ◉ ⏳ 72 62 — 17 80 100
7941
SauravPahadia
Enables access to Oura Ring health data including sleep patterns, activity metr…
C 69 5⁄5 ◉ ⏳ 66 65 — 26 81 98
7942
jacksteamdev
A Model Context Protocol server that provides database interaction capabilities…
C 69 5⁄4 ◉ ⏳ 57 57 N/A 44 95 92
7943
UsamaK98
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and vie…
C 69 5⁄4 ◉ ⏳ 70 36 N/A 39 95 100
7944
saksham0712
Provides a complete end-to-end MCP server implementation with file system tools…
C 69 5⁄5 ◉ ⏳ 72 56 — 31 81 98
7945
rrq974kf
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 69 5⁄5 ◉ ⏳ 60 70 — 27 81 100
7946
jackalterman
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
C 69 5⁄5 ◉ ⏳ 84 75 N/A 24 95 50
7947
evlon
Enables interaction with ZenTao bug tracking system to search products, query a…
C 69 5⁄5 ◉ ⏳ 68 71 — 31 76 89
7948
tvergilio
Enables AI assistants to search and query Lucene/NRTSearch indexes using natura…
C 69 5⁄5 ◉ ⏳ 78 52 — 27 81 95
7949
iramk11
Claude Data Buddy ⚡ Claim
Enables conversational analysis of CSV and Parquet files through natural langua…
C 69 5⁄4 ◉ ⏳ 76 52 N/A 19 95 92
7950
jwaldor
Puppeteer MCP Server ⚡ Claim 1
Enables LLMs to perform web browsing tasks, take screenshots, and execute JavaS…
C 69 5⁄4 ◉ ⏳ 72 50 N/A 20 95 98
Showing 7901–7950 of 69052 servers
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