MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13301
thechandanbhagat
Demo MCP Server Claim
A demonstration server designed to showcase core Model Context Protocol (MCP) p…
C 58 55 60 25 24 83 93
13302
shoumikdc
Discover the latest arXiv papers by category and keyword. Control how many resu…
C 58 66 76 57 0 34 82 100
13303
rprashar21
A demonstration server showcasing MCP capabilities with basic tools including a…
C 58 55 56 30 24 83 93
13304
renyumeng1
mcp-scholar Claim
"mcp\_scholar" is a Python-based tool for searching and analyzing Google Schola…
C 58 54 50 31 N/A 28 91 89
13305
Pablo-Davila
Provides Pokemon information from PokeAPI including stats, types, height, and w…
C 58 55 62 32 19 81 89
13306
RathodDarshil
A secure Model Context Protocol server that allows Claude to execute read-only …
C 58 55 54 58 20 80 69
13307
CharlesAD
Enables AI assistants to read unread Gmail messages and create properly threade…
C 58 54 48 31 N/A 19 90 98
13308
yixiaowang2001
Enables interaction with Bilibili (B站) platform through API and web scraping. S…
C 58 55 60 31 21 81 91
13309
ChandrahaasJ
An MCP server that implements Retrieval-Augmented Generation to efficiently ret…
C 58 55 39 56 18 81 93
13310
LaraArias
MCP-Saptiva Claim 1
An MCP server for interacting with Saptiva AI's suite of models, offering capab…
C 58 66 69 70 0 30 81 93
13311
pollinations
chucknorris Claim
⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement promp…
C 58 54 54 27 N/A 26 95 84
13312
Sunwood-ai-labs
Iris MCP Server Claim 2
A Model Context Protocol server that automatically generates structured release…
C 58 55 57 100 22 81 14
13313
GodModeArch
Provides Philippine License to Sell (LTS) verification data from official DHSUD…
C 58 66 60 65 0 53 81 94
13314
ch1nhpd
An MCP server that integrates various penetration testing tools, enabling secur…
C 58 54 59 26 N/A 16 95 88
13315
rhuanca
Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vec…
C 58 54 42 31 N/A 27 95 92
13316
woyaxnini
mcp-max-messenger Claim 1
An MCP server for MAX Messenger (Russia's national messenger by VK) that enable…
C 58 54 69 0 41 82 99
13317
shwetalsoni
Provides tools for interacting with Jupyter notebooks, allowing users to read, …
C 58 54 48 33 N/A 21 95 89
13318
Acidlambunk
Enables parsing of raw resume text into structured JSON format with organized s…
C 58 55 50 42 26 81 90
13319
ks0318-p
An MCP server that plays notification sounds when AI coding assistants like Win…
C 58 55 45 82 N/A 16 95 39
13320
xiaobenyang-com
whois-mcp Claim
A WHOIS domain name query server based on Model Context Protocol (MCP), support…
C 58 64 72 65 0 45 95 66
13321
ryaker
appstore-connect-mcp Claim 3
MCP server for Apple Store Connect API integration with OAuth authentication su…
C 58 64 85 66 0 45 50 99
13322
abudhu
Hello MCP Server Claim
A simple greeting server that responds to messages, particularly answering 'how…
C 58 55 48 35 22 81 100
13323
kytona
Provides access to Sentiment402 market sentiment data for global markets, crypt…
C 58 66 66 71 0 45 81 89
13324
im-knots
the-academy Claim
A Socratic dialogue engine for AI agents.
C 58 64 92 30 0 42 90 91
13325
agoda-com
API Agent Claim
Turn any API into an MCP server. Query in English. Get results—even when the AP…
C 58 64 86 33 0 60 90 84
13326
kukapay
crypto-stocks-mcp Claim 1
An MCP server that tracks real-time data for major crypto-related stocks.
C 58 55 45 25 38 83 100
13327
hypermoose
FeedbinMCP Claim 1
An MCP server that enables users to interact with their Feedbin RSS account dir…
C 58 55 49 37 27 78 100
13328
Stratoforce-AI-LLC
Enables AI assistants to query and analyze Salesforce pipeline data, including …
C 58 66 72 66 0 35 77 99
13329
OptLTD
MCP PDF Server Claim
Provides tools for extracting text, performing OCR on scanned documents, and re…
C 58 54 42 32 N/A 23 92 98
13330
SkippyzNJiff
A comprehensive Model Context Protocol server that provides over 50 file and sy…
C 58 54 42 30 N/A 21 95 100
13331
pdogra1299
Jira MCP Server Claim
Enables AI assistants to interact with Jira Cloud instances for comprehensive i…
C 58 66 78 63 0 33 81 88
13332
douglasqsantos
A minimal Model Context Protocol server that facilitates network-based client c…
C 58 55 50 17 48 83 100
13333
VRUSHIL1
Enables AI assistants to interact with MySQL databases through natural language…
C 58 55 60 36 22 76 88
13334
joedank
Enables web scraping, crawling, and content extraction through Crawl4AI Docker …
C 58 55 54 38 22 81 89
13335
hongfanmeng
Enables users to manage and interact with a bookstore through natural language,…
C 58 55 42 40 26 81 100
13336
billumi
A tutorial-based MCP server that fetches real-time weather data from the OpenWe…
C 58 55 56 17 42 80 96
13337
soniankur948
Intelligently analyzes codebases to enhance LLM prompts with relevant context, …
C 58 54 48 33 N/A 21 95 89
13338
Warnes-Innovations
obo-mcp Claim 1
An MCP server designed for managing One-By-One (OBO) review sessions through sp…
C 58 54 45 31 N/A 30 92 92
13339
greatSumini
ChillMCP Claim
Enables AI agents to take breaks and manage stress levels through various休息 act…
C 58 55 60 20 24 81 100
13340
ahrefs
Ahrefs MCP Server Claim 1
A Model Context Protocol server that connects Claude desktop and other compatib…
C 58 64 77 62 0 35 95 72
13341
otey247
Zoo MCP Server Claim
A FastMCP-based server that provides tools for retrieving animal species lists …
C 58 55 58 15 42 83 93
13342
ramaiyaKushal
AVA MCP Server Claim
A custom MCP server that provides AI applications with access to an Artificial …
C 58 55 50 22 43 81 97
13343
hollaugo
Analyze stocks with summaries, price targets, and analyst recommendations. Trac…
C 58 66 96 38 0 26 81 100
13344
GobinFan
支持查询主流agent框架技术文档的MCP server(支持stdio和sse两种传输协议), 支持 langchain、llama-index、autog…
C 58 55 78 23 N/A 28 81 74
13345
ryuichi1208
FastMCP Claim
A lightweight Model Context Protocol server that enables creating, managing, an…
C 58 55 60 30 18 81 96
13346
ferrants
A starter template for building MCP servers in Python using the streamable HTTP…
C 58 55 54 32 19 83 100
13347
sandovalmedeiros
MCP Agentic RAG Claim
Enables querying a vector database of machine learning FAQs and performing web …
C 58 54 48 27 N/A 24 95 96
13348
Yuki10Kobayashi
A Model Context Protocol server that integrates with VOICEVOX engine to provide…
C 58 54 33 50 N/A 46 87 79
13349
Infuseting
Enables querying University of Caen (Unicaen) schedule data to find next classe…
C 58 55 60 31 21 81 90
13350 C 58 54 42 46 N/A 20 95 81
Showing 13301–13350 of 54421 servers
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