MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2601
loopiezlol
runescape-wiki-mcp Claim
B 77 54 84 57 N/A 46 92 98
2602
follox42
TikTok MCP Server Claim 1
A comprehensive MCP server that enables AI assistants to search, download, and …
B 77 54 88 56 N/A 45 88 100
2603
cloudbring
Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, cr…
B 77 55 90 46 76 81 95
2604
CPR43
Metabase MCP Server Claim 1
Enables AI assistants to interact with Metabase analytics platform, allowing us…
B 77 54 90 72 N/A 23 87 99
2605
cxs85
Enables management of domains and DNS records through the Name.com REST API. Us…
B 77 55 94 68 35 82 95
2606
Bigsy
Clojars-MCP-Server Claim 1
Clojars MCP Server for upto date dependency information of Clojure libraries
B 77 55 90 61 41 82 100
2607
baidu
A server that provides access to Baidu Cloud Vector Database functionality thro…
B 77 55 74 82 38 82 99
2608
tuannvm
codex-mcp-server Claim 1
Bridges Claude and OpenAI's Codex CLI for AI-powered code analysis, generation,…
B 77 55 71 100 N/A 46 95 61
2609
apolosan
Provides intelligent design pattern recommendations using semantic search throu…
B 77 54 100 38 N/A 55 95 92
2610
ktanaka101
mcp-server-duckdb Claim
DuckDB database integration with schema inspection and query capabilities
B 77 54 96 30 N/A 69 90 100
2611
entira
ArchiMate MCP Server Claim 1
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
B 77 55 86 87 59 84 59
2612
W1seGit
Enables AI assistants to search and explore the Typst Universe package registry…
B 77 55 78 100 42 81 69
2613
cfrs2005
GS Robot MCP Server Claim 1
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
B 77 55 82 82 49 81 81
2614
mario-andreschak
1:1 wrapping of abap-adt-api into a MCP server.
B 77 54 92 61 N/A 48 92 85
2615
jmcdice
Provides access to the Superpowers skills library - expert-crafted workflows an…
B 77 55 86 100 N/A 39 95 46
2616
Mnehmos
arXiv MCP Server Claim 1
Enables searching and retrieving academic papers from arXiv by various criteria…
B 77 55 96 100 48 81 45
2617
bbdaniels
Music MCP Claim 1
Enables AI assistants to control Apple Music on macOS through AppleScript, prov…
B 77 55 96 83 N/A 55 95 42
2618
1212bogdan
Enables AI assistants to interact with SmartKasa Ukrainian POS system through n…
B 77 55 86 70 40 82 99
2619
dappros
ethora-mcp-cli Claim
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, …
B 77 55 88 62 N/A 52 80 99
2620
jitbit
jitbit-helpdesk Claim 1
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
B 77 44 73 N/A N/A 55 83 94
2621
kiennd
Facilitate dynamic and reflective problem-solving through a structured thinking…
B 77 54 80 65 N/A 50 88 95
2622
ArnoChenFx
Enables AI-powered search capabilities through Perplexity AI's continuously ref…
B 77 55 76 66 64 81 95
2623
kevinlin
Enables AI agents to interact with GitLab repositories, manage merge requests, …
B 77 55 82 68 48 81 99
2624
StacklokLabs
ocireg-mcp Claim
An SSE-based MCP server that allows LLM-powered applications to interact with O…
B 77 55 76 53 79 82 100
2625
aledlie
Doppler MCP Server Claim 1
Enables secure secrets management through the Doppler CLI via natural language …
B 77 55 94 100 N/A 26 95 49
2626
mcpdotdirect
Comprehensive Starknet blockchain integration with support for native tokens (E…
B 77 55 78 61 71 82 93
2627
swadegeiger1
word-mcp Claim 2
Enables reading, creating, and appending content to Microsoft Word (.docx) file…
B 77 55 90 100 N/A 47 90 42
2628
ie3jp
Read, manipulate, and export Adobe Illustrator design data. 26 tools. macOS | W…
B 77 44 67 N/A N/A 49 95 93
2629
vdesabou
Provides intelligent command completion, validation, and contextual help for th…
B 77 55 86 100 N/A 31 95 55
2630
bighippoman
intercept-mcp Claim 1
Multi-tier fallback chain for fetching web content as clean markdown. Handles t…
B 77 55 78 100 N/A 56 83 59
2631
JaviEzpeleta
Gmail MCP Server Claim
Enables AI assistants to interact with Gmail through OAuth2 authentication, all…
B 77 55 94 68 35 81 92
2632
buhe
mcp-rss Claim
MCP RSS is a Model Context Protocol (MCP) server for interacting with RSS feeds
B 77 54 84 62 N/A 52 95 83
2633
billallison
Enables AI models to fetch text content from URLs, extract links from web pages…
B 77 55 72 76 48 82 100
2634
Commvault
Enables AI agents to securely access and manage Commvault environments, includi…
B 77 55 90 66 50 78 93
2635
Jing-yilin
Reddit MCP Server Claim
Enables access to Reddit data including posts, comments, user profiles, and sub…
B 77 55 94 62 42 81 94
2636
WeAreBraveLabs
domain-checker-mcp Claim 1
Fast domain availability checker. DNS + RDAP/WHOIS verification.
B 77 54 66 65 N/A 65 92 100
2637
cocaxcode
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
B 77 54 84 72 N/A 37 92 91
2638
Mayank1805
Enables multi-agent orchestration and coordination using specialized, persisten…
B 77 54 94 55 N/A 40 95 90
2639
ruslanmv
Enables AI agents to clone entire websites, download files, manage authenticati…
B 77 55 96 43 71 81 92
2640
qiniu
qiniu-mcp-server Claim
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
B 77 55 78 65 74 76 92
2641
xplainable
Enables secure access to Xplainable AI platform capabilities for managing machi…
B 77 55 84 66 49 81 100
2642
ahmaddioxide
image-resolver Claim 1
MCP server for context-aware royalty-free image search from Pexels and Unsplash
B 77 55 67 100 N/A 60 83 71
2643
PabloLION
MCP Echo Env Claim
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
B 77 55 60 87 N/A 35 95 100
2644
ZhuBit
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
B 77 44 60 N/A N/A 62 95 93
2645
mort-lab
Enables AI assistants to perform Excel file operations (create, read, write, fo…
B 77 54 88 60 40 90 99
2646
tahaswx
Enables web search via Serper API with advanced search operators and webpage sc…
B 77 55 100 58 42 81 93
2647
meyannis
ClaudePost Claim
Enables seamless email management through natural language conversations with C…
B 77 54 84 60 N/A 46 95 93
2648
square
Enables AI assistants to interact with Square's Connect API through the Model C…
B 77 55 86 65 65 78 87
2649
CryptoAPIs-io
mcp-address-latest Claim 1
MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addre…
B 77 66 81 76 94 42 74 83
2650
NastyRunner13
Enables AI assistants to search YouTube for videos, channels, and playlists whi…
B 77 55 88 71 39 82 94
Showing 2601–2650 of 66402 servers
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