MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2251
ldclabs
KIP Claim
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable…
B 78 54 90 68 N/A 49 83 89
2252
qckfx
Provides Node.js debugging capabilities with process management for AI agents, …
B 78 55 90 100 N/A 43 95 45
2253
rsmdt
multimodal Claim 2
Multi-provider media generation — images, video, audio, and transcription via a…
B 78 55 82 100 N/A 76 58 73
2254
worldnine
This server facilitates interaction with cosense/Scrapbox projects, enabling us…
B 78 55 78 68 72 82 92
2255
samihalawa
Send and manage emails effortlessly with our server. Utilize multiple SMTP conf…
B 78 54 96 67 N/A 26 89 99
2256
trackerfitness729-jpg
Deploy live HTTPS websites in seconds. Instant subdomains or custom .xyz domain…
B 78 54 78 68 N/A 50 95 95
2257
Red5d
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
B 78 55 76 82 43 81 98
2258
WiseriaAI
lucid-mcp Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 78 54 76 61 N/A 59 92 98
2259
apetta
Diagrams Claim
A local/remote MCP server for generating infrastructure and architecture diagra…
B 78 55 72 87 N/A 59 81 87
2260
nicklaustrup
Spotify MCP Server Claim
Enables interaction with Spotify through natural language for music discovery, …
B 78 54 84 72 N/A 28 95 99
2261
danhilse
notion_mcp Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 55 94 66 42 80 100
2262
scalekit-inc
Model Context Protocol authentication demos - AI assistant integration examples
B 78 54 80 70 N/A 42 92 100
2263
arbuthnot-eth
PayPal MCP Server Claim
A server that provides integration with PayPal's APIs, enabling seamless intera…
B 78 55 96 75 43 76 89
2264
soth-ai
mcp-reticle Claim
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM …
B 78 54 90 33 N/A 74 95 98
2265
kc0ed
Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ t…
B 78 54 90 53 N/A 43 95 98
2266
livehybrid
splunk-mcp Claim
A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natur…
B 78 55 90 63 55 80 98
2267
tealight-uk
U301 URL Shortener MCP Server
B 78 54 82 71 N/A 43 95 92
2268
YuChenSSR
multi-ai-advisor Claim
A Model Context Protocol (MCP) server that queries multiple Ollama models and c…
B 78 55 68 100 N/A 53 90 73
2269
gluip
chart-canvas Claim
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
B 78 54 90 56 N/A 44 95 95
2270
tornikegomareli
Provides advanced system monitoring and file search capabilities for macOS, all…
B 78 55 100 100 N/A 44 95 30
2271
corbyjamesibm
A memory management system that enables AI assistants to store, search, and vis…
B 78 55 100 63 47 76 96
2272
evalstate
fast-agent Claim 1
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
B 78 54 66 70 N/A 86 92 79
2273
Jeetinida
Provide real-time stock prices, historical stock data, stock-related news, and …
B 78 54 84 68 N/A 47 89 94
2274
Contentrain
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
B 78 55 73 100 N/A 50 75 84
2275
PavelGuzenfeld
gemini Claim
MCP server that exposes Google Gemini as tools for Claude Code
B 78 54 72 72 N/A 69 83 94
2276
sanderkooger
An MCP server implementation that provides tools for retrieving and processing …
B 78 55 79 63 79 78 96
2277
0800tim
AIVA MCP Server Claim
Connects AI coding assistants to AIVA's customer intelligence and Shopify store…
B 78 55 94 62 47 81 100
2278
ExpertVagabond
ordinals Claim 3
Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare s…
B 78 55 90 100 N/A 73 70 47
2279
CryptoAPIs-io
mcp-hd-wallet Claim 1
MCP server for HD wallet management, balance, and sync on EVM, UTXO, XRP via Cr…
B 78 66 85 76 93 42 72 90
2280
rdwj
MCP Test MCP Claim 1
A specialized testing harness that enables AI assistants to thoroughly test oth…
B 78 55 86 82 41 81 91
2281
Krishanu-das-05
MCP Server Claim
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
B 78 55 84 75 40 81 100
2282
LayeSec006
pentest-mcp-server Claim
MCP server for penetration testing
B 78 55 92 61 N/A 49 81 98
2283
pjueon
PromptBoard Claim
A shared whiteboard server that enables users to provide visual context to AI a…
B 78 55 84 56 69 82 100
2284
kumaran-is
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
B 78 55 84 67 56 82 96
2285
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 54 84 75 N/A 40 92 89
2286
baskcart
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
B 78 55 78 66 69 82 93
2287
sksk0301
notion-mcp-server Claim
B 78 54 92 62 N/A 44 95 87
2288
OleksandrKucherenko
Access Obsidian vaults via Local REST API - read, search, and interact with not…
B 78 54 76 66 N/A 79 77 96
2289
lasso-security
mcp-gateway Claim
A plugin-based gateway that orchestrates other MCPs and allows developers to bu…
B 78 54 96 33 N/A 74 91 98
2290
xiyuefox
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
B 78 55 96 66 41 81 94
2291
emgeee
MCP Ollama Server Claim 1
MCP Ollama server integrates Ollama models with MCP clients, allowing users to …
B 78 55 64 82 N/A 43 95 98
2292
devizor
macOS Notification MCP
B 78 55 60 82 N/A 50 95 99
2293
alephnan
Provides threat intelligence lookups against the AbuseIPDB database, enabling I…
B 78 55 84 75 49 81 93
2294
ofershap
devutils Claim
Developer utilities MCP: base64, UUID, hash, JWT decode, cron, timestamps.
B 78 54 66 65 N/A 64 94 100
2295
Aegis-AI-Cooperative
mcp-toolselect Claim 2
An MCP server that recommends specific tools for tasks by learning from usage p…
B 78 44 71 N/A N/A 42 95 96
2296
sonatype
Sonatype component intelligence: versions, security analysis, and Trust Score r…
B 78 66 84 70 95 28 81 93
2297
neonwatty
Enables tracking food intake and nutrition using the USDA FoodData Central data…
B 78 55 90 63 53 81 97
2298
leynier
MCP System Bridge Claim
A server that bridges the Model Context Protocol (MCP) to native OS functionali…
B 78 54 76 52 N/A 66 95 100
2299
deifos
Model Context Protocol server that enables AI assistants to query and analyze p…
B 78 54 90 70 22 95 96
2300
myownipgit
Generates QR codes and automatically saves them as PNG files with metadata trac…
B 78 54 90 60 N/A 35 95 96
Showing 2251–2300 of 30006 servers
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