MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13701
takereshui
Enables video text extraction using multiple speech recognition providers inclu…
C 56 55 66 41 28 81 57
13702
jameskanyiri
Daraja MCP Claim 2
A Model Context Protocol server that integrates AI applications with Safaricom'…
C 56 55 45 41 25 78 87
13703
woongaro
Connects to the Korea Meteorological Administration (KMA) Open API to provide s…
C 56 55 42 37 27 81 93
13704
toshihikoyanase
Mong MCP Server Claim
Provides a moby-like random name generator through the Model Context Protocol, …
C 56 55 54 12 37 81 100
13705
jinyinghua
simple-search Claim
Simple Tavily Search MCP Server This is a simplified version of the Tavily se…
C 56 54 36 33 N/A 40 95 81
13706
franccesco
YNAB Assistant Claim
Enables AI assistants to interact with YNAB budgets through natural language. S…
C 56 55 66 32 26 81 65
13707
githubmilind
mcp-weather Claim
A Model Context Protocol (MCP) server that enables AI assistants and LLMs to ac…
C 56 55 46 30 21 83 100
13708
NaNMesh
nan-forget Claim
AI that remembers. Local-first cross-session, cross-project long-term memory fo…
C 56 55 62 0 N/A 58 69 97
13709
TaifAlsadoon
Enables AI models to access comprehensive Pokémon data from PokéAPI and simulat…
C 56 55 70 35 33 81 51
13710
rshemtov13
Jira MCP Server Claim 1
A Model Context Protocol server that provides access to JIRA issue data stored …
C 56 55 45 43 19 76 95
13711
MCP4Public
Look 4 Fundings Claim
Provides basic text manipulation and analysis tools including word reversal and…
C 56 66 68 65 0 27 81 91
13712
linkcd
Tibber MCP Claim 1
MCP Server for Tibber, a Norwegian power supplier. The Tibber MCP server provi…
C 56 54 41 20 N/A 42 95 87
13713
kiyo-e
A Cloudflare Workers-based MCP server that provides current date and time infor…
C 56 66 54 60 0 45 81 100
13714
Manaswi875
Enables researchers to search ArXiv papers, extract key insights (problems, met…
C 56 55 54 31 22 78 90
13715
teilorbarcelos
MCP Apps Server Claim 1
An MCP server template for building ChatGPT-compatible React widgets using the …
C 56 55 45 27 24 83 98
13716
fengshanshan
Discovers related blockchain addresses and domain names for web3 identities acr…
C 56 66 60 72 0 29 82 92
13717
AIwithhassan
Enables retrieval and cleaning of official documentation content for popular AI…
C 56 55 54 25 23 81 94
13718
ChiragAgg5k
PokeMCP Claim 1
An MCP server that provides detailed Pokémon information by integrating with th…
C 56 55 47 27 23 81 100
13719
RyanCadby
Enables scanning of project dependencies across multiple package managers (npm,…
C 56 55 54 20 19 82 100
13720
melanieawilson
Rec-MCP Claim 1
A Model Context Protocol server that enables searching for camping facilities a…
C 56 54 35 38 N/A 16 95 91
13721
trakru
Provides AI assistants with intelligent access to ML textbook content for creat…
C 56 55 48 33 24 81 91
13722
Mandapati-SuryanarayanaRaju
MCP Deployment Claim
A simple demonstration MCP server that provides a sum_numbers tool for calculat…
C 56 55 56 17 24 81 100
13723
kcbabo
my-mcp-server2 Claim 1
A Model Context Protocol server built with FastMCP that features dynamic tool l…
C 56 55 45 25 27 83 100
13724
dodangnguyen96
Enables retrieval of simulated device logs (activation, LAN, WLAN) and Kafka st…
C 56 55 48 25 24 81 100
13725
Aniruddha1202
An advanced web search and scraping server that enables AI models to perform ta…
C 56 66 72 55 0 24 81 99
13726
Dhenenjay
Enables MCP clients to access Google Earth Engine's satellite imagery and geosp…
C 56 64 94 0 0 56 95 95
13727
kavingas
Generates professional Adobe Commerce support responses from case findings. Sup…
C 56 54 48 22 N/A 21 95 90
13728
sohumsuthar
portfolio-mcp Claim 1
An MCP server for managing MDX blog posts and project data with built-in Git in…
C 56 66 63 67 0 30 76 99
13729
Swayingleaves
Enables direct interaction with CockroachDB databases in Cursor, allowing users…
C 56 55 60 33 23 74 87
13730
pinepaper
Enables AI assistants to create and animate graphics in PinePaper Studio using …
C 56 66 92 18 0 61 81 91
13731
MarcinMalczewski
A simple Model Context Protocol (MCP) server that provides date and time functi…
C 56 55 56 27 16 81 97
13732
AI-Hub-Admin
Provides real-time stock price data from global markets, including the US, Chin…
C 56 55 54 27 24 81 89
13733
purmemo-ai
purmemo Claim
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall …
C 56 66 96 10 0 68 80 90
13734
www-zerotrusted-ai
ZeroTrusted-ai PII Detection Agent
C 56 54 36 17 N/A 45 95 96
13735
akc2267
Solana MCP Server Claim 1
A server that provides simple RPC endpoints for common Solana blockchain operat…
C 56 55 54 30 13 81 94
13736
EmanManco
Enables AI agents to fetch real-time weather data for any location using the Op…
C 56 55 48 17 44 81 97
13737
Mohammad1704
Enables AI models to extract transcripts from YouTube videos in multiple langua…
C 56 66 72 43 0 39 81 100
13738
abhi-dhoriya
An MCP server that delivers random jokes from multiple sources including Chuck …
C 56 55 45 17 44 81 100
13739
PStryder
TablaCognita Claim
MCP-native collaborative markdown editor with real-time AI document editing
C 56 66 90 10 0 60 81 100
13740
WinstonFassett
Sonos MCP Server Claim
A server that allows you to control and interact with Sonos devices on your net…
C 56 55 48 27 22 81 100
13741
DanielRamosAcosta
NixOS MCP Server Claim
Enables searching and retrieving NixOS configuration options using the official…
C 56 66 66 62 0 27 81 96
13742
glosc-ai
Excel Tools MCP Claim 1
An MCP server for reading, writing, and analyzing Excel files using Python, pan…
C 56 55 39 28 N/A 45 76 96
13743
x402-index
x402search-mcp Claim
Search 14,000+ x402-enabled HTTP APIs by keyword. Agents pay $0.01 USDC per sea…
C 56 64 72 63 0 32 75 92
13744
CodeByWaqas
Weather MCP Server Claim 1
An MCP server that provides real-time weather information including temperature…
C 56 55 45 22 41 82 94
13745
pickstar-2002
Video MCP Server Claim 1
A Model Context Protocol server that provides video processing capabilities inc…
C 56 55 57 75 40 81 17
13746
piexl
CAD-MCP Claim
Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through…
C 56 54 54 27 N/A 21 95 80
13747
dudu1111685
Telegram MCP Agent Claim
Enables AI assistants to operate as remote workers through Telegram, creating a…
C 56 55 42 41 21 81 93
13748
YusukeYajima
karte-datahub-mcp Claim 1
Enables AI assistants to securely query and analyze KARTE event data via BigQue…
C 56 55 54 52 27 82 55
13749
trafflux
PDF Reader MCP Server Claim 1
Provides tools for reading and extracting text from PDF files, supporting both …
C 56 55 54 28 16 81 94
13750
Shawyeok
mcp-dingding-bot Claim 1
MCP Server for send text/markdown message via dingding (aka dingtalk) group cus…
C 56 66 57 65 0 48 81 92
Showing 13701–13750 of 54421 servers
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