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
2351
symgraph
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
B 78 55 86 61 62 84 95
2352
artemsvit
Figma MCP PRO Claim
Professional Model Context Protocol server that enables AI-optimized Figma desi…
B 78 55 84 72 54 81 92
2353
enderekici
Enables AI assistants to interact with Trading 212 investment accounts for port…
B 78 55 78 73 64 82 92
2354
mikechao
balldontlie-mcp Claim
MCP server that integrates balldontlie api to provide information about players…
B 78 54 66 66 N/A 69 91 100
2355
vinny1575
Custom version of vibecheck
B 78 55 96 53 61 81 95
2356
iceener
Tesla MCP Server Claim
Enables control and monitoring of Tesla vehicles through the Tessie API, provid…
B 78 55 96 71 29 81 97
2357
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
2358
shreyaskarnik
MCPet Claim 1
A nostalgic virtual pet experience for the AI age that lets you adopt, nurture,…
B 78 55 90 100 N/A 49 95 42
2359
nikitacometa
mnemon-mcp Claim
Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-clo…
B 78 54 72 73 N/A 72 78 95
2360
youngzyl
mcp-mysql-server Claim 1
B 78 55 78 100 N/A 42 95 63
2361
tornikegomareli
Provides advanced system monitoring and file search capabilities for macOS, all…
B 78 55 100 100 N/A 44 95 30
2362
skydeckai
An MCP Server to enable global access to Rememberizer
B 78 55 85 66 N/A 53 81 97
2363
gluip
chart-canvas Claim
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
B 78 54 90 56 N/A 44 95 95
2364
davidhariri
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
B 78 55 90 71 45 82 94
2365
vishwajeetdabholkar
Extracts clean markdown content from web pages using Playwright, automatically …
B 78 55 90 100 N/A 23 95 58
2366
shinpr
mcp-local-rag Claim 1
Easy-to-setup local RAG server with minimal configuration
B 78 54 100 35 N/A 85 82 92
2367
GongRzhe
Redis Claim 2
Provides access to Redis databases. This server enables LLMs to interact with R…
B 78 55 96 63 41 78 99
2368
menesekinci
Archives posts from X into a local SQLite database and provides tools for seman…
B 78 54 90 63 N/A 30 95 99
2369
trondhindenes
Code Index Claim
Fast local source code searching using Zoekt trigram-based indexing
B 78 54 76 58 N/A 69 92 98
2370
adamydwang
Use Nano Banana Pro to generate image from text prompt and edit image
B 78 54 90 46 N/A 58 95 95
2371
jonpspri
DataBeak Claim
Load and profile tabular data to quickly understand structure, quality, and tre…
B 78 55 88 62 N/A 64 81 90
2372
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
2373
sureshsankaran
Enables comprehensive management of Obsidian vaults with full CRUD operations, …
B 78 54 94 65 N/A 27 90 100
2374
moltobene-studio
Manages agent certification by tracking trust scores, capabilities, and test re…
B 78 55 90 62 47 82 100
2375
Shawn-Falconbury
Provides secure access to filesystem operations, system commands, Obsidian vaul…
B 78 55 90 72 50 81 90
2376
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 54 84 75 N/A 40 92 89
2377
trackerfitness729-jpg
Deploy live HTTPS websites in seconds. Instant subdomains or custom .xyz domain…
B 78 54 78 68 N/A 50 95 95
2378
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
2379
minami110
Enables AI assistants to analyze GDScript code structure, extract symbols, func…
B 78 55 84 100 N/A 44 95 49
2380
kristofer84
Enables secure read-only access to PostgreSQL databases, allowing users to list…
B 78 55 100 58 51 77 93
2381
samihalawa
Send and manage emails effortlessly with our server. Utilize multiple SMTP conf…
B 78 54 96 67 N/A 26 89 99
2382
HaithamOumerzoug
keycloak-mcp Claim 1
MCP server that integrates with Keycloak, allowing you to manage Keycloak users…
B 78 55 79 67 N/A 64 81 100
2383
sksk0301
notion-mcp-server Claim
B 78 54 92 62 N/A 44 95 87
2384
danhilse
notion_mcp Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 55 94 66 42 80 100
2385
PaulieB14
MCP server that lets AI agents search the substreams.dev package registry.
B 78 55 82 62 72 82 92
2386
falgom4
Enables AI assistants to manage Google Calendar through natural language intera…
B 78 54 84 68 N/A 37 95 98
2387
yaodebian
Mermaid Lint MCP Claim
A tool for validating Mermaid diagram syntax through CLI and MCP interfaces, pr…
B 78 55 94 62 44 81 100
2388
neonwatty
Enables tracking food intake and nutrition using the USDA FoodData Central data…
B 78 55 90 63 53 81 97
2389
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
2390
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
2391
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
2392
danjdewhurst
An MCP server that allows AI assistants to manage todo lists stored in a simple…
B 78 55 71 100 N/A 42 95 68
2393
Eis4TY
Provides Chinese holiday information, lunar calendar conversion, traditional fe…
B 78 55 84 82 57 81 80
2394
kumaran-is
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
B 78 55 84 67 56 82 96
2395
tealight-uk
U301 URL Shortener MCP Server
B 78 54 82 71 N/A 43 95 92
2396
myownipgit
Generates QR codes and automatically saves them as PNG files with metadata trac…
B 78 54 90 60 N/A 35 95 96
2397
tas1337
Enables AI agents to discover and order food from multiple delivery services (D…
B 78 54 90 66 N/A 45 90 91
2398
bhandzo
MCPOSprint Claim 1
An MCP server that enables users to print markdown tasklists, Notion tasks with…
B 78 55 69 82 N/A 50 90 93
2399
jae-jae
fetcher-mcp Claim 1
MCP server for fetching web page content using Playwright headless browser, sup…
B 78 54 75 60 N/A 68 90 96
2400
packetnomad
Provides access to Linear's issue tracking system through a standardized Model …
B 78 55 92 68 41 82 94
Showing 2351–2400 of 30006 servers
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