MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2851
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
2852
ggc180820
mcp-keyward Claim
Local encrypted vault for API keys. LLMs never see your real keys — the server …
B 77 44 78 N/A N/A 21 95 99
2853
persistenceOne
bridgekitty Claim
Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more …
B 77 54 72 72 N/A 70 81 92
2854
kazuph
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
B 77 55 78 82 N/A 37 90 86
2855
pluginslab
wp-devdocs-mcp Claim 1
An MCP server that indexes WordPress hooks, filters, block registrations, and J…
B 77 54 69 58 N/A 75 90 99
2856
sultannaufal
Puppeteer MCP Server Claim 1
Self-hosted MCP server for browser automation using Puppeteer, with tools for n…
B 77 54 100 46 40 92 97
2857
W1seGit
Enables AI assistants to search and explore the Typst Universe package registry…
B 77 55 78 100 42 81 69
2858
irpus1603
SQLite MCP Server Claim
Enables LLM agents to perform complete database operations on SQLite databases,…
B 77 55 78 82 N/A 21 95 94
2859
advenimus
JW MCP Server Claim
Provides access to JW.org content including Christian Life and Ministry workboo…
B 77 55 92 71 34 82 93
2860
Arize-ai
Converts natural language queries into valid GraphQL queries and executes them …
B 77 55 78 82 33 86 92
2861
back1ply
agent-skill-loader Claim
Dynamically load Claude Code skills into AI agents without copying files. Disco…
B 77 54 66 60 N/A 67 95 98
2862
daviddata-cloud
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
B 77 54 84 62 N/A 45 92 97
2863
cuongtl1992
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
B 77 55 84 62 57 81 95
2864
Platano78
Faulkner DB Claim 1
A temporal knowledge graph system that enables users to record and query archit…
B 77 55 90 56 74 76 89
2865
truls27a
Favro MCP Claim 2
An MCP server for interacting with the Favro project management platform. It en…
B 77 55 61 82 66 82 95
2866
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
2867
Antipas
mcp-4o-Image-Generator
B 77 55 94 68 38 81 93
2868
eea
Enables interaction with the European Environment Agency (EEA) GeoNetwork Catal…
B 77 55 86 68 53 76 95
2869
xhiroga
Blender MCP Senpai Claim
Enables AI assistants to analyze Blender 3D models for topology issues like n-g…
B 77 54 72 63 N/A 66 95 91
2870
bonetrees
Shodan MCP Server Claim
Provides Claude with access to Shodan for IP address lookups, service discovery…
B 77 55 86 72 39 81 96
2871
ncsound919
Enables auto-configuration and validation of React components against a glassmo…
B 77 54 86 58 N/A 53 92 92
2872
hyunjae-labs
Enables Excel file manipulation through Microsoft's official COM automation int…
B 77 55 60 82 N/A 43 95 98
2873
bbusenius
FI-MCP Claim 2
Provides AI assistants with access to 30+ validated financial independence calc…
B 77 55 96 100 N/A 42 95 30
2874
9Ninety
MCPNotes Claim
A simple note-taking MCP server for recording and managing notes with AI models.
B 77 55 78 68 N/A 63 80 93
2875
SongT-50
Korean News Hub Claim
Korean news aggregator - Naver, Google News, Daum trends in real-time
B 77 66 90 66 72 47 81 96
2876
asmith26
jupytercad-mcp Claim 1
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
B 77 55 63 82 N/A 63 95 78
2877
ikoskela
wisepanel-mcp Claim
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
B 77 54 90 61 50 83 94
2878
aringad
fattureincloud-mcp Claim 1
Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.
B 77 55 84 74 N/A 51 83 87
2879
Limecooler
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
B 77 55 96 100 53 81 39
2880
LincolnBurrows2017
filesystem-mcp Claim 1
Model Context Protocol server for file system operations. Supports read, write,…
B 77 54 84 58 N/A 45 92 100
2881
Pr0j3c7t0dd-Ltd
Provides clipboard-style operations for AI coding agents to cut, copy, paste, a…
B 77 55 78 100 N/A 55 95 44
2882
PublikPrinciple
Provides a standardized interface for AI assistants to interact with Obsidian v…
B 77 54 94 52 N/A 39 90 100
2883
TaylorChen
Multi-MCPs Claim 1
Aggregates multiple third-party APIs into unified MCP tools, providing out-of-t…
B 77 55 90 65 41 82 96
2884
Lspace-io
An open-source server implementing the Model Context Protocol (MCP) that enable…
B 77 55 100 68 27 77 98
2885
wxkingstar
doc-hub-mcp Claim
Provides retrieval of WeChat Work and Feishu developer documentation, enabling …
B 77 55 72 100 N/A 54 90 60
2886
requestly
A TypeScript-based MCP server that provides full CRUD operations for Requestly …
B 77 55 86 82 48 81 75
2887
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
2888
brendandebeasi
Zappy MCP Claim
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
B 77 54 66 72 N/A 52 95 100
2889
Angeltooth
Provides comprehensive gambling licensing information, fee calculations, compli…
B 77 54 90 63 N/A 24 92 100
2890
cordlesssteve
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
B 77 54 90 56 N/A 33 94 100
2891
u1pns
Provides comprehensive SQLite database interaction for AI agents, including dat…
B 77 55 88 100 N/A 38 95 48
2892
nathanstitt
Shotter Claim
Enables AI assistants to automate iOS Simulator interactions including device m…
B 77 54 94 58 N/A 32 90 100
2893
sinewaveai
A security scanner for AI coding agents and autonomous assistants that scans co…
B 77 54 71 61 N/A 61 95 95
2894
shailesh5050
This server enables Claude to directly interact with SQLite, SQL Server, Postgr…
B 77 54 84 53 N/A 52 90 100
2895
wonyoungseong
GA4 MCP Server Claim
Enables interaction with Google Analytics 4 to manage accounts, run standard or…
B 77 55 92 70 32 83 93
2896
vinnividivicci
IDS MCP Server Claim
Enables AI agents to create, validate, and manage buildingSMART IDS (Informatio…
B 77 54 94 53 N/A 46 92 93
2897
EGorsel
Enables AI agents to read and understand local Mendix project structure and log…
B 77 54 94 56 N/A 36 90 96
2898
MikeRecognex
mcp-codebase-index Claim
Structural codebase indexer with 17 query tools. 87% token reduction. Zero depe…
B 77 54 100 22 N/A 70 94 100
2899
ruslanmv
Enables AI agents to clone entire websites, download files, manage authenticati…
B 77 55 96 43 71 81 92
2900
qso-graph
lotw-mcp Claim
MCP server for ARRL Logbook of The World (LoTW) that enables querying confirmat…
B 77 55 70 82 38 95 92
Showing 2851–2900 of 66402 servers
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