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
2651
cloudwarriors-ai
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
B 77 55 96 71 32 82 90
2652
PromptishOperations
Revenue Engine MCP Claim
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
B 77 55 84 82 N/A 26 95 80
2653
TopazLabs
topaz-mcp Claim
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
B 77 55 84 73 49 82 89
2654
inkog-io
inkog-mcp Claim 3
AI agent security scanner. Audits MCP servers for vulnerabilities, detects prom…
B 77 55 96 100 54 81 37
2655
mkreyman
mcp-memory-keeper Claim 1
MCP server for persistent context management in AI coding assistants
B 77 54 100 31 N/A 87 94 76
2656
loopiezlol
runescape-wiki-mcp Claim
B 77 54 84 57 N/A 46 92 98
2657
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
2658
JiantaoFu
An MCP server that provides comprehensive market intelligence by analyzing data…
B 77 55 57 100 52 81 94
2659
MikeyBeez
MCP Contemplation Claim
Provides an interface to Claude's contemplation loop, enabling continuous backg…
B 77 54 90 61 N/A 28 95 100
2660
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
2661
oborchers
mcp-server-docy Claim
mcp-server-docy
B 77 55 82 58 63 80 100
2662
aws
AWS MCP Server Claim
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
B 77 54 80 37 N/A 92 95 91
2663
baidu
A server that provides access to Baidu Cloud Vector Database functionality thro…
B 77 55 74 82 38 82 99
2664
cxs85
Enables management of domains and DNS records through the Name.com REST API. Us…
B 77 55 94 68 35 82 95
2665
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
2666
pc035860
Scratchpad MCP Claim 1
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
B 77 55 90 100 N/A 53 90 38
2667
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
2668
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
2669
apolosan
Provides intelligent design pattern recommendations using semantic search throu…
B 77 54 100 38 N/A 55 95 92
2670
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
2671
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
2672
entira
ArchiMate MCP Server Claim 1
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
B 77 55 86 87 59 84 59
2673
ktanaka101
mcp-server-duckdb Claim
DuckDB database integration with schema inspection and query capabilities
B 77 54 96 30 N/A 69 90 100
2674
aitytech
agentkits-memory Claim
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
B 77 54 96 25 N/A 76 95 94
2675
san-techie21
astracipher Claim
Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-qu…
B 77 54 96 48 N/A 56 91 90
2676
ruslanmv
Enables AI agents to clone entire websites, download files, manage authenticati…
B 77 55 96 43 71 81 92
2677
kiennd
Facilitate dynamic and reflective problem-solving through a structured thinking…
B 77 54 80 65 N/A 50 88 95
2678
desk3
Desk3 MCP Server Claim
Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain …
B 77 55 96 66 46 71 99
2679
mario-andreschak
1:1 wrapping of abap-adt-api into a MCP server.
B 77 54 92 61 N/A 48 92 85
2680
hamid-vakilzadeh
Enables comprehensive academic research through the Semantic Scholar API, inclu…
B 77 55 92 72 27 81 100
2681
1212bogdan
Enables AI assistants to interact with SmartKasa Ukrainian POS system through n…
B 77 55 86 70 40 82 99
2682
Commvault
Enables AI agents to securely access and manage Commvault environments, includi…
B 77 55 90 66 50 78 93
2683
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
2684
tahaswx
Enables web search via Serper API with advanced search operators and webpage sc…
B 77 55 100 58 42 81 93
2685
JaviEzpeleta
Gmail MCP Server Claim
Enables AI assistants to interact with Gmail through OAuth2 authentication, all…
B 77 55 94 68 35 81 92
2686
danielsuguimoto
Node.js server implementing Model Context Protocol for secure read-only filesys…
B 77 54 84 65 N/A 40 92 95
2687
billallison
Enables AI models to fetch text content from URLs, extract links from web pages…
B 77 55 72 76 48 82 100
2688
cocaxcode
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
B 77 54 84 72 N/A 37 92 91
2689
WeAreBraveLabs
domain-checker-mcp Claim 1
Fast domain availability checker. DNS + RDAP/WHOIS verification.
B 77 54 66 65 N/A 65 92 100
2690
vdesabou
Provides intelligent command completion, validation, and contextual help for th…
B 77 55 86 100 N/A 31 95 55
2691
xplainable
Enables secure access to Xplainable AI platform capabilities for managing machi…
B 77 55 84 66 49 81 100
2692
Mayank1805
Enables multi-agent orchestration and coordination using specialized, persisten…
B 77 54 94 55 N/A 40 95 90
2693
mort-lab
Enables AI assistants to perform Excel file operations (create, read, write, fo…
B 77 54 88 60 40 90 99
2694
ali-nr
Provides structured web search capabilities optimized for technical and softwar…
B 77 55 96 73 23 81 94
2695
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
2696
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
2697
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
2698
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
2699
meyannis
ClaudePost Claim
Enables seamless email management through natural language conversations with C…
B 77 54 84 60 N/A 46 95 93
2700
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
Showing 2651–2700 of 66402 servers
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