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
2401
koki7o
Rust MCP framework for building AI agents
B 78 54 86 56 N/A 52 95 98
2402
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
2403
YobieBen
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
B 78 54 90 73 N/A 18 95 95
2404
falgom4
Enables AI assistants to manage Google Calendar through natural language intera…
B 78 54 84 68 N/A 37 95 98
2405
PaulieB14
MCP server that lets AI agents search the substreams.dev package registry.
B 78 55 82 62 72 82 92
2406
MissionSquad
THORChain MCP Server Claim 1
Enables AI assistants to query THORChain blockchain data including transactions…
B 78 55 74 100 47 81 76
2407
davidhariri
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
B 78 55 90 71 45 82 94
2408
Eis4TY
Provides Chinese holiday information, lunar calendar conversion, traditional fe…
B 78 55 84 82 57 81 80
2409
Shawn-Falconbury
Provides secure access to filesystem operations, system commands, Obsidian vaul…
B 78 55 90 72 50 81 90
2410
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
2411
artemsvit
Figma MCP PRO Claim
Professional Model Context Protocol server that enables AI-optimized Figma desi…
B 78 55 84 72 54 81 92
2412
tas1337
Enables AI agents to discover and order food from multiple delivery services (D…
B 78 54 90 66 N/A 45 90 91
2413
khughitt
A Model Context Protocol server that allows displaying messages via polybar sta…
B 78 55 69 100 N/A 32 95 80
2414
moltobene-studio
Manages agent certification by tracking trust scores, capabilities, and test re…
B 78 55 90 62 47 82 100
2415
sureshsankaran
Enables comprehensive management of Obsidian vaults with full CRUD operations, …
B 78 54 94 65 N/A 27 90 100
2416
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
2417
vinny1575
Custom version of vibecheck
B 78 55 96 53 61 81 95
2418
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 54 86 71 N/A 32 95 94
2419
apetta
Diagrams Claim
A local/remote MCP server for generating infrastructure and architecture diagra…
B 78 55 72 87 N/A 59 81 87
2420
symgraph
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
B 78 55 86 61 62 84 95
2421
saikiyusuke
alog-mcp Claim 1
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create …
B 78 55 94 66 45 82 93
2422
telmon95
VulneraMCP Claim
AI-powered bug bounty hunting platform that integrates security tools (OWASP ZA…
B 78 55 100 58 51 81 90
2423
vrllrv
junto-mcp Claim
The payment protocol for people and agents. One MCP server, any payment rail.
B 78 54 84 61 N/A 50 95 93
2424
isaacwasserman
mcp-snowflake-server Claim 1
Snowflake integration implementing read and (optional) write operations as well…
B 78 55 84 63 61 80 100
2425
trackerfitness729-jpg
Deploy live HTTPS websites in seconds. Instant subdomains or custom .xyz domain…
B 78 54 78 68 N/A 50 95 95
2426
corbyjamesibm
A memory management system that enables AI assistants to store, search, and vis…
B 78 55 100 63 47 76 96
2427
ThirdGuard
Etherscan Tools Claim 1
Access Ethereum blockchain data effortlessly. Check balances, view transaction …
B 78 55 94 62 N/A 43 82 100
2428
danhilse
notion_mcp Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 55 94 66 42 80 100
2429
adamydwang
Use Nano Banana Pro to generate image from text prompt and edit image
B 78 54 90 46 N/A 58 95 95
2430
Nipurn123
DuckDuckGo MCP Server Claim 1
A free and unlimited web search server that enables AI models to search, crawl,…
B 78 55 94 62 48 80 100
2431
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
2432
kristofer84
Enables secure read-only access to PostgreSQL databases, allowing users to list…
B 78 55 100 58 51 77 93
2433
tornikegomareli
Provides advanced system monitoring and file search capabilities for macOS, all…
B 78 55 100 100 N/A 44 95 30
2434
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
2435
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
2436
PROJECXIO
Revenyu MCP Claim
Enables Frappe Framework applications to function as Streamable HTTP MCP server…
B 78 55 84 68 53 80 100
2437
tealight-uk
U301 URL Shortener MCP Server
B 78 54 82 71 N/A 43 95 92
2438
devizor
macOS Notification MCP
B 78 55 60 82 N/A 50 95 99
2439
gluip
chart-canvas Claim
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
B 78 54 90 56 N/A 44 95 95
2440
kumaran-is
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
B 78 55 84 67 56 82 96
2441
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
2442
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
2443
faithk7
rednote-mcp Claim
B 78 54 76 72 N/A 47 95 91
2444
CryptoAPIs-io
mcp-block-data Claim 1
MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains …
B 78 66 81 76 94 42 74 91
2445
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
2446
qckfx
Provides Node.js debugging capabilities with process management for AI agents, …
B 78 55 90 100 N/A 43 95 45
2447
skydeckai
An MCP Server to enable global access to Rememberizer
B 78 55 85 66 N/A 53 81 97
2448
xiyuefox
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
B 78 55 96 66 41 81 94
2449
shopper-context-protocol
SCP Local MCP Server Claim 1
Enables secure access to customer e-commerce data (orders, loyalty points, offe…
B 78 55 78 100 N/A 43 95 60
2450
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 54 84 75 N/A 40 92 89
Showing 2401–2450 of 30006 servers
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