MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2551
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
2552
mrwyndham
pocketbase-mcp Claim
MCP server for building PocketBase apps really quickly - Need a front end quick…
B 77 54 90 36 N/A 69 95 95
2553
dejo1307
archmcp Claim
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
B 77 54 84 56 N/A 56 95 90
2554
DanNsk
A knowledge graph memory server using SQLite to provide persistent, isolated co…
B 77 55 86 82 N/A 24 95 83
2555
kiennd
Facilitate dynamic and reflective problem-solving through a structured thinking…
B 77 54 80 65 N/A 50 88 95
2556
mario-andreschak
1:1 wrapping of abap-adt-api into a MCP server.
B 77 54 92 61 N/A 48 92 85
2557
1212bogdan
Enables AI assistants to interact with SmartKasa Ukrainian POS system through n…
B 77 55 86 70 40 82 99
2558
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
2559
brianirish
Provides instant access to comprehensive Laravel ecosystem documentation includ…
B 77 54 84 33 N/A 79 95 97
2560
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
2561
perryjr1444-ux
Automatically analyzes codebases and generates beautiful Mintlify-style documen…
B 77 55 90 100 56 81 47
2562
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
2563
igorvieira
MCP Component Review Claim 1
Analyzes React component changes by performing structural analysis and generati…
B 77 55 90 66 48 78 95
2564
Commvault
Enables AI agents to securely access and manage Commvault environments, includi…
B 77 55 90 66 50 78 93
2565
JaviEzpeleta
Gmail MCP Server Claim
Enables AI assistants to interact with Gmail through OAuth2 authentication, all…
B 77 55 94 68 35 81 92
2566
billallison
Enables AI models to fetch text content from URLs, extract links from web pages…
B 77 55 72 76 48 82 100
2567
sosacrazy126
greptile-mcp Claim
greptile-mcp
B 77 55 78 72 47 81 99
2568
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
2569
tahaswx
Enables web search via Serper API with advanced search operators and webpage sc…
B 77 55 100 58 42 81 93
2570
9crusher
mcp-server-kalshi Claim
MCP server for end-to-end trading on Kalshi prediction markets: discover, resea…
B 77 55 72 67 N/A 68 80 98
2571
WeAreBraveLabs
domain-checker-mcp Claim 1
Fast domain availability checker. DNS + RDAP/WHOIS verification.
B 77 54 66 65 N/A 65 92 100
2572
vdesabou
Provides intelligent command completion, validation, and contextual help for th…
B 77 55 86 100 N/A 31 95 55
2573
cocaxcode
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
B 77 54 84 72 N/A 37 92 91
2574
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
2575
mort-lab
Enables AI assistants to perform Excel file operations (create, read, write, fo…
B 77 54 88 60 40 90 99
2576
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
2577
persistenceOne
bridgekitty Claim
Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more …
B 77 54 72 72 N/A 70 81 92
2578
ah-oh
handbook Claim 1
MCP server for the Handbook API – manage handbook entries via CRUD, overview an…
B 77 55 51 100 N/A 51 83 100
2579
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
2580
VetCoders
Unicode Puzzles MCP Claim 1
Creates and manages encoded messages using zero-width characters and advanced U…
B 77 54 80 58 N/A 57 92 94
2581
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 55 84 62 57 81 95
2582
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
2583
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
2584
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
2585
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
2586
cloudbring
Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, cr…
B 77 55 90 46 76 81 95
2587
Mayank1805
Enables multi-agent orchestration and coordination using specialized, persisten…
B 77 54 94 55 N/A 40 95 90
2588
jasonxkensei
xProof Claim 1
Proof primitive for AI agents on MultiversX. Anchor file hashes on-chain as ver…
B 77 66 71 84 88 34 81 92
2589
ali-nr
Provides structured web search capabilities optimized for technical and softwar…
B 77 55 96 73 23 81 94
2590
janreges
Extracts essential code structure from large codebases into AI-digestible forma…
B 77 54 84 52 N/A 70 89 90
2591
crystaldba
postgres-mcp Claim
All-in-one MCP server for Postgres development and operations, with tools for p…
B 77 54 88 31 N/A 77 95 97
2592
meyannis
ClaudePost Claim
Enables seamless email management through natural language conversations with C…
B 77 54 84 60 N/A 46 95 93
2593
xplainable
Enables secure access to Xplainable AI platform capabilities for managing machi…
B 77 55 84 66 49 81 100
2594
elminson
TOON MCP Server Claim
Enables users to convert structured data into Token-Oriented Object Notation (T…
B 77 55 90 60 58 80 91
2595
druellan
Enables access to Document360 knowledge base content through simple GET operati…
B 77 55 76 68 63 81 95
2596
danielsuguimoto
Node.js server implementing Model Context Protocol for secure read-only filesys…
B 77 54 84 65 N/A 40 92 95
2597
NigelThorne
Enables inspection and querying of Firestore data and Cloud Function logs withi…
B 77 55 78 82 N/A 27 95 90
2598
ie3jp
Read, manipulate, and export Adobe Illustrator design data. 26 tools. macOS | W…
B 77 44 67 N/A N/A 49 95 93
2599
kinhunt
MCP AI Gateway Claim
Enables AI assistants to intelligently select and switch between different AI m…
B 77 55 96 70 30 81 91
2600
ArnoChenFx
Enables AI-powered search capabilities through Perplexity AI's continuously ref…
B 77 55 76 66 64 81 95
Showing 2551–2600 of 66402 servers
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