MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8451
Desearch-ai
Enables real-time AI-powered searches on X (Twitter) and the web through Desear…
C 69 55 60 71 41 81 89
8452
simonliu-moltbot
Provides information about animals at the Taipei Zoo, including their habits, h…
C 69 54 72 53 N/A 22 95 93
8453
ziyadmir
Provides comprehensive NBA player statistics from basketball-reference.com, del…
C 69 55 72 48 37 82 100
8454
paltaio
reddit-mcp Claim
Provides access to public Reddit data through tools for searching subreddits, v…
C 69 55 74 53 38 83 92
8455
krasun
Notes MCP Claim 1
An MCP server that enables AI assistants like Claude to access and manipulate A…
C 69 54 55 50 N/A 44 95 100
8456
GuilhermeAumo
MCP Nano Banana Claim
Enables image generation using the Google Gemini API through a simple text prom…
C 69 55 78 47 33 81 100
8457
mister-weeden
A server that enables integration between Claude Desktop and WordPress, allowin…
C 69 55 78 38 47 81 100
8458
tryp0xy1us
A minimal Model Context Protocol server that provides a simple tool for adding …
C 69 44 50 N/A N/A 27 95 100
8459
DyxBenjamin
MCP Starter Claim
An agent-ready TypeScript template for building Model Context Protocol (MCP) se…
C 69 54 62 67 N/A 55 92 64
8460
adelpro
Quran Search Engine MCP for AI tools. Provides Quran search, Arabic normalizati…
C 69 55 66 82 N/A 57 95 39
8461
coleam00
Web crawling and RAG implementation that enables AI agents to scrape websites a…
C 69 55 84 31 50 81 98
8462
ryansherby
ViperMCP Claim
A mixture-of-experts visual question-answering server that enables visual groun…
C 69 55 78 57 27 81 89
8463
ispyridis
Enables full management of ToDoList (.tdl) XML files with CRUD operations, hier…
C 69 54 72 55 N/A 15 95 93
8464
Lysander72
Playwright MCP Claim 1
Enables browser automation and web page interaction using Playwright's accessib…
C 69 55 54 100 56 81 46
8465
pnilan
midi-mcp Claim 1
An MCP server that enables AI models to control electronic music instruments by…
C 69 55 39 82 N/A 30 92 98
8466
Yeok-c
An MCP Server to compile latex, download/organize/read cited papers, run visual…
C 69 54 63 53 N/A 42 90 93
8467
diegofornalha
MCP Shell Server Claim 1
A secure server that implements the Model Context Protocol (MCP) to enable cont…
C 69 55 78 63 37 81 78
8468
HGraphPunks
A production-ready Node.js server that enables decentralized communication betw…
C 69 55 72 70 23 76 94
8469
ai-tools-all
Enables powerful code search across millions of public GitHub repositories usin…
C 69 55 72 62 24 82 92
8470
chunkydotdev
bldbl-mcp Claim 1
Official MCP server for Buildable AI-powered development platform [bldbl.dev](h…
C 69 55 60 71 48 81 80
8471
garimiddisuman
Connects Jira projects to AI assistants, enabling natural language queries to v…
C 69 55 78 55 24 80 95
8472
hunter-arton
A Model Context Protocol server that provides web and image search capabilities…
C 69 55 79 58 26 81 91
8473
xBlueCode
findata-mcp-server Claim 1
This is an MCP server that provides access to the Alpha Vantage API, allowing s…
C 69 55 78 56 19 80 100
8474
mxxfun
splid_mcp Claim
C 69 54 72 42 N/A 42 95 89
8475
vinnyang
axe-scanner-mcp Claim
A standalone Model Context Protocol server that runs axe accessibility scans fo…
C 69 55 82 82 N/A 31 92 41
8476
xue20010808
word2pdf_hello_mcp Claim
Create friendly, personalized greetings on demand. Toggle pirate mode for playf…
C 69 54 64 55 N/A 23 95 100
8477
twardoch
Captures comprehensive webpage screenshots with intelligent scrolling, text ext…
C 69 54 54 60 N/A 50 95 88
8478
calumjs
MCP Label Printer Claim 1
Enables printing labels with QR codes and text to a Brother QL-810W printer via…
C 69 54 78 52 N/A 21 90 94
8479
oyasimi1209
AI-driven tool that helps developers create beautiful UI components instantly t…
C 69 54 72 58 N/A 24 95 86
8480
gakkiismywife
MCP MySQL Server Claim
Provides read-only access to MySQL databases, enabling schema inspection, table…
C 69 55 72 61 24 81 97
8481
nattyraz
YouTube MCP Server Claim
Enables interaction with YouTube videos by extracting metadata, captions in mul…
C 69 55 90 45 19 80 98
8482
okoshi-f
Generates random integers within a specified range and random alphanumeric stri…
C 69 55 72 58 26 81 100
8483
BryR0
SQL MCP Server Claim 1
Enables AI models to interact with multiple database types (MySQL, MSSQL, Oracl…
C 69 55 80 46 42 71 100
8484
vdappdev2
vtimestamp-write Claim 1
MCP server for creating vtimestamp proofs on the Verus blockchain via a local o…
C 69 54 57 61 N/A 54 83 91
8485
AnCode666
NASA-MCP Claim 1
An MCP server that enables LLMs to query data from various NASA APIs, allowing …
C 69 55 59 46 61 82 99
8486
j5ik2o
This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to …
C 69 54 72 68 N/A 25 95 72
8487
jneless
TOS MCP Server Claim 1
Enables interaction with Volcengine's TOS (Object Storage) service through MCP …
C 69 55 72 65 45 80 79
8488
WhissleAI
Whissle MCP Server Claim
A Python-based server that provides access to Whissle API endpoints for speech-…
C 69 55 60 82 18 80 93
8489
agilesix
Enables research of federal contract awards and competitive landscape analysis …
C 69 55 66 58 45 81 91
8490
arjunkmrm
Basic MCP Server Claim
A minimal Model Context Protocol server template demonstrating tools, resources…
C 69 55 66 62 30 81 100
8491
devlimelabs
Provides integration with Lulu Print API for print-on-demand services through C…
C 69 55 72 100 40 81 37
8492
klimadev
Analyzes codebases and extracts all symbols (functions, classes, methods, inter…
C 69 54 72 53 N/A 24 92 93
8493
Melostack
Connects IDEs to the Framer and Framer Motion ecosystem by providing animation …
C 69 55 72 95 N/A 30 95 34
8494
khizar-anjum
Enables comprehensive cybersecurity vulnerability assessment by searching GitHu…
C 69 55 84 52 21 82 94
8495
relayprotocol
Relay MCP Server Claim
A Model Context Protocol (MCP) server for Relay Protocol — cross-chain bridge a…
C 69 55 66 63 36 80 92
8496
ai-protocols
Enables interaction with Real Canadian Superstore to extract order history, bro…
C 69 55 78 100 26 81 40
8497
MiniMax-AI
Specialized MCP server for coding workflows with web search and image analysis …
C 69 54 70 43 50 89 93
8498
ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI de…
C 69 54 51 71 N/A 45 87 91
8499
evlon
Enables interaction with ZenTao bug tracking system to search products, query a…
C 69 55 68 71 31 76 89
8500
qso-graph
hamqth-mcp Claim
MCP server for HamQTH.com — callsign lookup, DX cluster spots, Reverse Beacon N…
C 69 54 78 41 38 92 92
Showing 8451–8500 of 58073 servers
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