MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13751
Stauffacher
An example Model Context Protocol (MCP) server that provides basic mathematical…
C 56 54 48 16 N/A 27 94 97
13752
lclpedro
MySQL Managing MCP Claim
Enables interaction with MySQL databases through tools for listing tables, quer…
C 56 55 48 27 25 81 100
13753
growley
Enables web searches using TAVILY API with fallback to DuckDuckGo, datetime que…
C 56 66 72 72 0 27 81 78
13754
PStryder
TablaCognita Claim
MCP-native collaborative markdown editor with real-time AI document editing
C 56 66 90 10 0 60 81 100
13755
c1r5
A demonstration project that implements a Model Context Protocol (MCP) server w…
C 56 55 48 32 21 81 96
13756
www-zerotrusted-ai
ZeroTrusted-ai PII Detection Agent
C 56 54 36 17 N/A 45 95 96
13757
MarcinMalczewski
A simple Model Context Protocol (MCP) server that provides date and time functi…
C 56 55 56 27 16 81 97
13758
AI-Hub-Admin
Provides real-time stock price data from global markets, including the US, Chin…
C 56 55 54 27 24 81 89
13759
EmanManco
Enables AI agents to fetch real-time weather data for any location using the Op…
C 56 55 48 17 44 81 97
13760
Aniruddha1202
An advanced web search and scraping server that enables AI models to perform ta…
C 56 66 72 55 0 24 81 99
13761
kavingas
Generates professional Adobe Commerce support responses from case findings. Sup…
C 56 54 48 22 N/A 21 95 90
13762
pinepaper
Enables AI assistants to create and animate graphics in PinePaper Studio using …
C 56 66 92 18 0 61 81 91
13763
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
13764
Laity624
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
C 56 55 39 57 26 78 75
13765
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
13766
zongjieshen
A minimal demonstration MCP server that provides basic mathematical addition an…
C 56 55 54 22 19 84 100
13767
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
13768
woongaro
Connects to the Korea Meteorological Administration (KMA) Open API to provide s…
C 56 55 42 37 27 81 93
13769
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
13770
sakthigcp
MCP Server Example Claim
A simple example MCP server that demonstrates basic server functionality and ca…
C 56 54 48 12 N/A 23 95 100
13771
kiyo-e
A Cloudflare Workers-based MCP server that provides current date and time infor…
C 56 66 54 60 0 45 81 100
13772
lazy-importer
DIE MCP Server Claim 1
An MCP server that enables AI agents to analyze executable files using Detect I…
C 56 55 53 31 40 76 82
13773
kpanko
todoist-mcp Claim
A Python-based MCP server for Todoist that enables comprehensive task managemen…
C 56 55 66 10 N/A 30 76 98
13774
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
13775
TaifAlsadoon
Enables AI models to access comprehensive Pokémon data from PokéAPI and simulat…
C 56 55 70 35 33 81 51
13776
bengineer19
DigiKey MCP Server Claim 1
A Model Context Protocol server that provides search and product information to…
C 56 55 39 41 22 81 94
13777
RahulPatkiWork
Enables Claude AI to extract transcripts from YouTube videos with zero setup re…
C 56 66 72 43 0 39 81 100
13778
RyanCadby
Enables scanning of project dependencies across multiple package managers (npm,…
C 56 55 54 20 19 82 100
13779
fengshanshan
Discovers related blockchain addresses and domain names for web3 identities acr…
C 56 66 60 72 0 29 82 92
13780
AIwithhassan
Enables retrieval and cleaning of official documentation content for popular AI…
C 56 55 54 25 23 81 94
13781
jiaohuix
BiliMind-MCP Claim 1
An MCP server that generates structured notes from Bilibili videos by automatic…
C 56 55 47 40 16 81 93
13782
twelve2five
An MCP server that enables AI assistants to create and run Processing sketches …
C 56 54 33 26 N/A 39 95 94
13783
tussanakorn
MCP Blog API Claim
A simple blog API service built with FastMCP that allows users to fetch all blo…
C 56 54 48 17 N/A 21 95 100
13784
theailanguage
terminal_server Claim 1
MCP server that can execute terminal commands
C 56 55 43 25 N/A 31 81 100
13785
xiaobenyang-com
A model context protocol server that provides Berlin administrative service dat…
C 56 64 57 70 0 45 95 73
13786
TaskBeacon
PsyFlow-MCP Claim
A lightweight FastMCP server that enables language models to discover, clone, t…
C 56 55 42 82 48 81 21
13787
sitegpt
Allows AI models to interact with SourceSync.ai's knowledge management platform…
C 56 66 66 68 0 44 80 78
13788
Nikhita196
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
C 56 55 15 58 43 81 92
13789
sboludaf
A Model Context Protocol server that enables programmatic querying of Azure res…
C 56 55 51 33 16 81 96
13790
arkeodev
Provides a standardized protocol for tool invocation, enabling an AI system to …
C 56 55 78 33 43 76 41
13791
AbacatePay
Enables integration with Abacate Pay API for managing payments, customers, and …
C 56 66 54 60 0 56 81 90
13792
WinJayX
MCP Jenkins Server Claim
An integration tool that allows interaction with Jenkins CI/CD servers through …
C 56 55 60 22 22 81 91
13793
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
13794
takereshui
Enables video text extraction using multiple speech recognition providers inclu…
C 56 55 66 41 28 81 57
13795
guirguispierre
Spotify MCP Claim
Enables remote interaction with Spotify through the Model Context Protocol, all…
C 56 55 66 0 35 81 99
13796
oofengoo
A custom MCP protocol service that enhances AI models by providing multilingual…
C 56 55 56 82 22 81 23
13797
AlexlaGuardia
Mailchimp MCP Server Claim 1
A production-grade MCP server that integrates with the Mailchimp Marketing API …
C 56 55 60 0 45 82 99
13798
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
13799
joelGuerraArias
Enables automated sending of institutional emails via Gmail SMTP with authentic…
C 56 55 54 32 25 81 85
13800
stevenyuser
NBA MCP Server Claim 1
A Model Context Protocol server that enables LLMs to retrieve NBA data includin…
C 56 54 39 25 N/A 22 95 100
Showing 13751–13800 of 57160 servers
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