MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10551
mordang7
ContextKeep Claim
Infinite Long-Term Memory for AI Agents (MCP Server)
C 65 55 72 31 N/A 40 80 99
10552
ainightshift
Enables retrieval and analysis of Google Trends data for any search term over t…
C 65 55 60 66 24 81 86
10553
mohalmah
Provides integration with the Google Apps Script API, allowing management of sc…
C 65 55 78 82 25 81 40
10554
Traia-IO
A standardized MCP server designed for testing integration with the Des MCP Ser…
C 65 55 72 43 27 80 98
10555
r3-yamauchi
blastengine-mailer Claim
A TypeScript-based MCP server that implements an email sending system, allowing…
C 65 54 72 25 N/A 37 95 94
10556
Acendas
Enables management of Bitbucket Cloud pull requests through natural language, i…
C 65 55 60 46 52 80 88
10557
nanyang12138
Enables intelligent analysis of regression test failures and automatic discover…
C 65 55 86 30 23 81 92
10558
tzafrir
A FastMCP server implementation that provides a standardized interface for acce…
C 65 55 82 36 30 81 86
10559
zchaffee1
MCP Server Claim
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm j…
C 65 54 60 31 N/A 37 95 99
10560
grizzlypeaksoftware
Memory MCP Server Claim 1
A Model Context Protocol server that enables Claude to persistently store, sear…
C 65 55 39 100 N/A 19 95 60
10561
tcpipuk
MCP Server Claim 1
A server that enables AI assistants like Claude to safely run Python code and a…
C 65 55 90 32 43 82 72
10562
tructranthanh
Enables users to fetch jokes from various categories including Chuck Norris and…
C 65 55 48 55 41 81 100
10563
rsys-vtiwari
US NWS alerts by state and short-term (next 5 periods) point forecasts.
C 65 54 60 37 N/A 30 94 100
10564
hasmcp
hasmcp-ce Claim
HasMCP Community Edition
C 65 54 92 43 N/A 50 90 41
10565
mcuellar
Automates resume tailoring by formatting job descriptions, using AI to customiz…
C 65 54 72 30 N/A 21 95 100
10566
cliffordru
MCP Meeting Agent Claim
Enhances meetings by providing technology trivia questions, interesting fun fac…
C 65 55 74 38 42 81 85
10567
awwaiid
An MCP server for basic local taskwarrior usage (add, update, remove tasks)
C 65 54 59 55 N/A 44 77 90
10568
automation-ai-labs
MCP-Wait Claim
A simple MCP server that provides waiting functionality to pause until other ta…
C 65 55 60 100 25 84 40
10569
aidityasadhakim
A serverless Model Context Protocol (MCP) implementation for Cloudflare Workers…
C 65 54 48 68 N/A 21 95 84
10570
Cytrogen
A Model Context Protocol (MCP) server that enables AI applications to access an…
C 65 55 56 100 N/A 23 95 32
10571
zh19980811
AutoCAD MCP Server Claim
A server that enables natural language interaction with AutoCAD through large l…
C 65 54 66 28 N/A 36 95 97
10572
pinnaclesoft-ko
Provides access to Seoul public data including subway passenger statistics and …
C 65 55 78 66 38 78 54
10573
emmanuelsystems
Notion MCP Server Claim 1
A Model Context Protocol server that connects AI assistants like Claude to Noti…
C 65 55 63 100 23 81 39
10574
Farad-Labs
Nexar MCP Server Claim
Enables searching for electronic components, comparing prices across distributo…
C 65 55 60 42 42 82 96
10575
abel9851
mcp-server-mariadb Claim 1
An mcp server that provides read-only access to MariaDB.
C 65 54 61 27 N/A 58 90 91
10576
voitta-ai
A Model Context Protocol gateway that connects to RFK Jr-related endpoints, sup…
C 65 54 84 23 N/A 19 95 92
10577
visheshd
docmcp Claim
docmcp
C 65 55 84 31 26 81 91
10578
Kalyani-Bambal
EKS MCP Server Claim 1
A Model Context Protocol server that provides programmatic access to Amazon EKS…
C 65 55 57 47 34 83 100
10579
jacepark12
A MCP server for TickTick that enables interacting with your TickTick task mana…
C 65 55 69 43 26 82 99
10580
isaacgounton
A Model Context Protocol server that integrates with Brave Search API to provid…
C 65 55 57 66 23 81 88
10581
Skmalik768
Enables the generation of educational content such as multiple choice questions…
C 65 54 80 31 N/A 16 92 97
10582
hanku4u
eBay MCP Server Claim
Enables AI assistants to search eBay listings, track item prices over time, and…
C 65 55 72 31 45 82 94
10583
rahulthedevil
Jira-Context-MCP Claim
MCP server to provide Jira Tickets information to AI coding agents like Cursor
C 65 55 72 35 45 81 91
10584
MoralisWeb3
Moralis MCP Server Claim
A TypeScript wrapper for the Moralis REST API that enables interaction with blo…
C 65 55 84 57 50 81 44
10585
burnshall-ui
SovietRepublic-MCP Claim 2
An MCP server that exposes live game data from Workers & Resources: Soviet Repu…
C 65 54 75 31 N/A 27 90 95
10586
Coykto
Debug MCP Claim 1
A debugging gateway for distributed systems that provides 17 tools for interact…
C 65 55 72 33 49 78 93
10587
emeryray2002
Provides comprehensive security analysis tools for querying the VirusTotal API,…
C 65 55 60 47 37 82 96
10588
Leivoo
An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide…
C 65 55 45 62 35 82 98
10589
adetxt
SQL MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
C 65 55 63 82 N/A 22 95 46
10590
captainChaozi
Search Intent MCP Claim
An MCP-based service that analyzes user search keywords to determine their inte…
C 65 55 48 72 25 80 96
10591
gigachadtrey
mcp Claim
C 65 54 54 51 N/A 22 90 100
10592
aaronmeis
Dice MCP Server Claim
Provides dice rolling and coin flipping functionality for AI assistants via the…
C 65 54 60 51 N/A 22 94 92
10593
DefiBax
Enables recording audio from a microphone and transcribing it using OpenAI's Wh…
C 65 54 54 40 N/A 40 92 100
10594
attaelahi
CodeSense MCP Claim
Provides semantic code intelligence to help users search, navigate, and analyze…
C 65 54 70 30 N/A 45 87 92
10595
Ymuberra
Provide localized news content dynamically based on geographic data. Enable age…
C 65 54 60 58 N/A 10 89 95
10596
saikumarjash
Enables deployment of autonomous AI agents with memory and tool execution capab…
C 65 55 84 43 19 76 89
10597
MaxiGarcia13
My First MCP Claim
A simple tutorial MCP server that provides a basic addition tool for adding two…
C 65 55 66 47 27 81 97
10598
emicklei
melrose-mcp Claim
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
C 65 54 66 56 N/A 53 92 51
10599
rohitsingh-iitd
Zillow MCP Server Claim 1
A Model Context Protocol server that provides real-time access to Zillow real e…
C 65 55 63 46 34 81 96
10600
Xsaven
Vector Memory MCP Claim 1
A secure vector-based memory server that provides persistent semantic memory fo…
C 65 54 60 36 N/A 48 90 90
Showing 10551–10600 of 67226 servers
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