MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2701
mgsrevolver
ConsoleSpy Claim 1
A tool that captures browser console logs and makes them available in Cursor ID…
B 77 54 90 58 N/A 37 89 100
2702
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
2703
Antipas
mcp-4o-Image-Generator
B 77 55 94 68 38 81 93
2704
GJB65
Query 692+ compliance frameworks, 13,700+ controls, and 280K+ cross-framework m…
B 77 66 96 78 62 38 81 96
2705
KaliStudent
Printer MCP Server Claim
Provides comprehensive enterprise printer information including specifications,…
B 77 54 94 55 N/A 34 95 96
2706
EGorsel
Enables AI agents to read and understand local Mendix project structure and log…
B 77 54 94 56 N/A 36 90 96
2707
rishijatia
fantasy-pl-mcp Claim 1
An MCP server for real-time Fantasy Premier League data and analysis tools.
B 77 55 65 68 76 82 100
2708
ruslanmv
Enables AI agents to clone entire websites, download files, manage authenticati…
B 77 55 96 43 71 81 92
2709
jumasheff
Provides tools for retrieving and processing documentation through vector searc…
B 77 55 78 68 54 80 100
2710
fr0gger
A prompt-validation service that checks incoming prompts against security rules…
B 77 54 90 56 N/A 37 95 94
2711
Estaed
A comprehensive League of Legends data ecosystem that provides access to champi…
B 77 54 86 72 N/A 23 90 100
2712
ai4curation
owl-mcp Claim
MCP server for OWL applications
B 77 55 64 82 N/A 47 95 92
2713
ry-ops
Enables AI assistants to manage Cloudflare resources through natural language, …
B 77 55 86 53 68 81 95
2714
joemclo
Enables users to search UK property prices by postcode, street, or city using t…
B 77 55 90 61 63 80 88
2715
patrickkarle
LODA MCP Server Claim
Provides token-efficient document search and retrieval for LLMs by returning re…
B 77 54 94 56 N/A 39 92 94
2716
RadiumGu
Enables interaction with Google Cloud services including billing cost analysis,…
B 77 55 84 68 51 81 95
2717
norandom
Integrates RAGFlow's knowledge base API with Claude Desktop for document retrie…
B 77 55 100 91 37 81 55
2718
tech-sushant
Calculator MCP Server Claim 1
Provides basic mathematical calculation functionality through MCP tools includi…
B 77 54 78 71 31 94 100
2719
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
2720
entira
ArchiMate MCP Server Claim 1
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
B 77 55 86 87 59 84 59
2721
joephaser
Provides privacy-focused web search capabilities with zero-data-retention for M…
B 77 55 78 72 48 80 100
2722
JiantaoFu
An MCP server that provides comprehensive market intelligence by analyzing data…
B 77 55 57 100 52 81 94
2723
ucesys
Provides a standardized way to interact with MinIO object storage, allowing acc…
B 77 55 92 68 39 81 94
2724
Arize-ai
Converts natural language queries into valid GraphQL queries and executes them …
B 77 55 78 82 33 86 92
2725
aoneil42
An Iceberg-native geospatial MCP server powered by DuckDB that provides tools f…
B 77 54 78 77 N/A 27 92 98
2726
xoniks
Enables creating interactive data visualizations from natural language queries …
B 77 55 90 60 43 82 99
2727
doITmagic
rag-code-mcp Claim
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
B 77 54 94 43 N/A 78 90 79
2728
NovaAI-innovation
CSV MCP Server Claim
Enables comprehensive CSV file management including creating, editing, analyzin…
B 77 55 78 82 N/A 28 95 90
2729
kiliczsh
mcp-mongo-server Claim 1
A Model Context Protocol Server for MongoDB
B 77 54 71 58 N/A 85 89 88
2730
NaniDAO
agentek-eth Claim 1
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
B 77 55 75 71 57 82 99
2731
charlesmuchene
Android Prefs MCP Server
B 77 55 74 100 N/A 60 87 55
2732
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
2733
k8ika0s
mcp-tmux Claim 1
Model Context Protocol server that lets LLMs collaboratively drive tmux
B 77 55 80 82 N/A 74 95 51
2734
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
2735
lvdaxianer
Provides a tool to retrieve the current date and time with customizable formatt…
B 77 55 74 100 30 81 86
2736
mnemox-ai
Structured 3-layer memory system (trades → patterns → strategy) for AI trading …
B 77 54 72 60 82 89 88
2737
jaigouk
Enables AI assistants to search and retrieve data from Jira and Confluence dire…
B 77 54 72 75 N/A 40 95 94
2738
mario-andreschak
1:1 wrapping of abap-adt-api into a MCP server.
B 77 54 92 61 N/A 48 92 85
2739
W1seGit
Enables AI assistants to search and explore the Typst Universe package registry…
B 77 55 78 100 42 81 69
2740
StripFeed
mcp-server Claim
Convert any URL to clean, token-efficient Markdown for AI agents. API-backed ex…
B 77 55 72 68 75 80 94
2741
JedPattersonn
Integrates WHOOP biometric data into Claude and other MCP-compatible applicatio…
B 77 55 90 66 41 81 98
2742
yanmxa
scriptflow-mcp Claim
A script workflow management system that transforms complex, repetitive AI inte…
B 77 54 100 51 N/A 40 95 88
2743
domdomegg
Google Maps Places Claim
Allow AI systems to search for places and get business info via Google Maps Pla…
B 77 54 88 70 N/A 55 75 91
2744
oborchers
mcp-server-docy Claim
mcp-server-docy
B 77 55 82 58 63 80 100
2745
bulatko
vk Claim 1
MCP server for VK (VKontakte) API: users, walls, groups, friends, newsfeed, pho…
B 77 54 75 65 N/A 72 83 89
2746
bobvasic
Gemini MCP Server Claim
Integrates Google Gemini AI into Warp terminal workflows through three focused …
B 77 54 90 55 N/A 46 95 90
2747
peek-travel
mcp-intro Claim
Remote MCP Server for discovering and planning experiences, at home and on vaca…
B 77 66 78 76 99 16 81 94
2748
irev
Provides intelligent OCR and PDF processing capabilities that automatically det…
B 77 55 92 56 58 80 94
2749
robertn702
Enables Model Context Protocol tools for automating web browsers and Electron d…
B 77 55 86 57 61 82 94
2750
Cyreslab-AI
Nessus MCP Server Claim
Nessus MCP Server
B 77 55 78 73 45 80 100
Showing 2701–2750 of 59573 servers
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