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
2451
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
2452
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
2453
nickytonline
A starter template for building remote Model Context Protocol servers using Typ…
B 78 55 80 60 67 84 100
2454
apetta
Diagrams Claim
A local/remote MCP server for generating infrastructure and architecture diagra…
B 78 55 72 87 N/A 59 81 87
2455
symgraph
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
B 78 55 86 61 62 84 95
2456
preflight-dev
preflight Claim
24-tool MCP server for Claude Code that catches vague prompts before they waste…
B 78 54 76 56 N/A 83 89 92
2457
vinny1575
Custom version of vibecheck
B 78 55 96 53 61 81 95
2458
Ompragash
A TypeScript server implementing the Model Context Protocol that provides secur…
B 78 54 90 63 N/A 40 95 90
2459
qckfx
Provides Node.js debugging capabilities with process management for AI agents, …
B 78 55 90 100 N/A 43 95 45
2460
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
2461
kristofer84
Enables secure read-only access to PostgreSQL databases, allowing users to list…
B 78 55 100 58 51 77 93
2462
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
2463
hfredrick69
Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google…
B 78 55 84 73 55 81 90
2464
tornikegomareli
Provides advanced system monitoring and file search capabilities for macOS, all…
B 78 55 100 100 N/A 44 95 30
2465
isaacwasserman
mcp-snowflake-server Claim 1
Snowflake integration implementing read and (optional) write operations as well…
B 78 55 84 63 61 80 100
2466
jlbadano
Instagram MCP Server Claim 1
An MCP server that integrates with Instagram's Graph API to enable AI-driven ma…
B 78 55 81 68 60 82 98
2467
ThirdGuard
Etherscan Tools Claim 1
Access Ethereum blockchain data effortlessly. Check balances, view transaction …
B 78 55 94 62 N/A 43 82 100
2468
gluip
chart-canvas Claim
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
B 78 54 90 56 N/A 44 95 95
2469
sureshsankaran
Enables comprehensive management of Obsidian vaults with full CRUD operations, …
B 78 54 94 65 N/A 27 90 100
2470
Dicklesworthstone
ultimate_mcp_server Claim 1
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-pr…
B 78 55 81 75 N/A 45 81 98
2471
trackerfitness729-jpg
Deploy live HTTPS websites in seconds. Instant subdomains or custom .xyz domain…
B 78 54 78 68 N/A 50 95 95
2472
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
2473
khughitt
A Model Context Protocol server that allows displaying messages via polybar sta…
B 78 55 69 100 N/A 32 95 80
2474
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
2475
danhilse
notion_mcp Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 55 94 66 42 80 100
2476
moltobene-studio
Manages agent certification by tracking trust scores, capabilities, and test re…
B 78 55 90 62 47 82 100
2477
kspatel29
mcptool Claim
A drop-in MCP proxy that aggregates multiple backend servers into two meta-tool…
B 78 55 94 58 53 83 96
2478
alex1092
Enables integration with Up Banking API to query account balances, transaction …
B 78 55 90 65 44 81 100
2479
tealight-uk
U301 URL Shortener MCP Server
B 78 54 82 71 N/A 43 95 92
2480
xiyuefox
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
B 78 55 96 66 41 81 94
2481
neonwatty
Enables tracking food intake and nutrition using the USDA FoodData Central data…
B 78 55 90 63 53 81 97
2482
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
2483
zcaceres
markdownify-mcp Claim 1
An MCP server to convert almost any file or web content into Markdown
B 78 54 75 58 N/A 63 94 100
2484
kumaran-is
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
B 78 55 84 67 56 82 96
2485
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
2486
pascalporedda
Enables AI assistants to create and manage Twitter drafts through Typefully, in…
B 78 55 94 66 42 81 95
2487
Evilran
Provides web search capabilities through Baidu with content fetching and parsin…
B 78 55 70 82 63 80 92
2488
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
2489
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 54 84 75 N/A 40 92 89
2490
libralm-ai
Search a growing library of professionally summarized books. Read comprehensive…
B 78 55 84 66 N/A 54 80 100
2491
gmkung
Enables retrieval of comprehensive Kleros court dispute data including meta-evi…
B 78 55 100 71 23 81 96
2492
muammar-yacoob
GMail-Manager-MCP Claim
Connects Claude Desktop to your Gmail so you can start managing your inbox usin…
B 78 55 68 73 69 82 100
2493
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
2494
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
2495
myownipgit
Generates QR codes and automatically saves them as PNG files with metadata trac…
B 78 54 90 60 N/A 35 95 96
2496
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
2497
devizor
macOS Notification MCP
B 78 55 60 82 N/A 50 95 99
2498
RohanMuppa
MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, annou…
B 78 54 63 71 N/A 75 92 91
2499
xiaobenyang-com
Lookup-Domain Claim 1
A Model Context Protocol (MCP) server that provides comprehensive domain name r…
B 78 64 78 66 87 45 95 91
2500
CryptoAPIs-io
mcp-blockchain-events Claim 2
MCP server for subscribing to and managing on-chain event webhooks via Crypto A…
B 78 64 81 76 94 37 83 85
Showing 2451–2500 of 30006 servers
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