MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5451
Pradumnasaraf
aviationstack-mcp Claim 1
An MCP server using the AviationStack API to fetch real-time flight data includ…
B 73 55 51 68 75 80 100
5452
PaDev1
A protocol server enabling AI agents to control astrophotography equipment thro…
B 73 54 78 63 N/A 25 95 92
5453
AnthonyRuffino
Greply MCP Server Claim
Enables file and directory searching through the greply CLI tool with configura…
B 73 55 66 82 N/A 49 87 75
5454
mcp360
Unified MCP Gateway Platform, Marketplace & Custom MCPs
B 73 55 90 72 N/A 27 81 79
5455
spences10
mcp-wsl-exec Claim
A secure MCP server for Windows Subsystem for Linux environments, facilitating …
B 73 54 60 57 N/A 60 90 99
5456
dragosroua
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
B 73 55 90 100 29 81 44
5457
call518
⚡ Control Apache Airflow with natural language via MCP. Chat with your workflow…
B 73 55 88 42 N/A 60 81 91
5458
sonnyflylock
AI Phone Number Directory providing access to AI services via webchat. Query Vo…
B 73 55 94 52 28 80 99
5459
roshanponnappa
Enables simultaneous querying and schema exploration across multiple database t…
B 73 55 86 55 43 76 98
5460
Dhavaleswar
Explore MCP Claim
A demonstration MCP server that exposes basic arithmetic tools (add, subtract, …
B 73 54 72 62 N/A 29 95 100
5461
JoshuaRileyDev
Supabase MCP Server Claim 2
A Model Context Protocol (MCP) server that provides programmatic access to the …
B 73 55 80 70 23 78 99
5462
IA-Entertainment-git-organization
Gemini MCP Server Claim
A TypeScript implementation of a Model Context Protocol server that integrates …
B 73 55 84 70 38 81 83
5463
Ansvar-Systems
cypriot-law-mcp Claim
Cypriot legislation via MCP — full-text search across statutes and provisions
B 73 55 90 33 N/A 71 83 91
5464
vessel-api
vesselapi-mcp Claim 1
Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions…
B 73 54 55 55 73 95 93
5465
Ramsi-K
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
B 73 54 78 56 N/A 24 95 100
5466
dimonb
Uptrace MCP Server Claim 1
An MCP server for the Uptrace observability platform that enables querying trac…
B 73 55 77 70 35 81 92
5467
5ajaki
Enables Claude to interact with Ethereum nodes, allowing users to check ENS tok…
B 73 55 86 56 38 76 98
5468
dazeb
MCP Handoff Server Claim
Facilitates seamless collaboration between AI agents by providing tools for str…
B 73 55 88 65 21 82 92
5469
emzimmer
WordPress MCP Server Claim 2
Enables AI assistants to interact with WordPress sites through the WordPress RE…
B 73 55 84 67 39 76 90
5470
minimind-org
A TypeScript template for creating Model Context Protocol servers that enable A…
B 73 54 80 63 N/A 22 95 94
5471
depwire
depwire Claim
Dependency graph + 23 MCP tools. Impact analysis, simulation, security, agent c…
B 73 54 90 26 N/A 55 90 100
5472 B 73 54 78 58 N/A 22 95 99
5473
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 55 96 56 23 82 90
5474
sadiuysal
A lightweight MCP server that exposes Crawl4AI web scraping and crawling capabi…
B 73 54 78 60 N/A 48 90 85
5475
OpenWorkspace-o1
AWS S3 MCP Server Claim
Provides secure access to AWS S3 buckets through pre-signed URLs, enabling list…
B 73 55 90 57 29 78 98
5476
BlocktopusLtd
Integrates Google Play Store management tools with AI assistants to handle app …
B 73 55 66 71 41 80 100
5477
zhsama
This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…
B 73 55 63 71 N/A 48 82 96
5478
trung-persefoni
Enables users to manage Obsidian Kanban boards within a vault by listing, readi…
B 73 54 86 52 N/A 29 90 96
5479
Nocodeboy
YouTube MCP Server Claim 1
An MCP server that allows Claude and other AI assistants to interact with the Y…
B 73 55 75 68 43 78 92
5480
lattmamb
mcp-use Claim
B 73 55 90 40 N/A 57 80 93
5481
loticdigital
Provides comprehensive access to the Airtable Web API, enabling AI assistants t…
B 73 55 78 66 29 81 99
5482
willpowell8
Enables AI assistants to interact with SAP Signavio Process Manager through its…
B 73 55 84 100 29 81 54
5483
spartanui-wow
wow-api-mcp Claim 1
MCP server for World of Warcraft API data — functions, deprecations, enums, eve…
B 73 54 63 56 N/A 47 95 100
5484
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 55 75 60 42 81 100
5485
MonsterOne1
memU MCP Server Claim
Enables AI applications to use advanced memory management capabilities through …
B 73 55 84 68 30 81 92
5486
JamesANZ
bitcoin-mcp Claim 1
An MCP server that enables AI models to query the Bitcoin blockchain.
B 73 54 51 68 N/A 51 94 100
5487
des137
QML-MCP Claim 1
Enables quantum machine learning operations using Qiskit, including executing q…
B 73 55 92 53 43 82 85
5488
cocaxcode
database-mcp Claim 1
MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 …
B 73 54 61 75 N/A 37 92 92
5489
chatwithsrini
An AI-powered customer service automation system designed to handle flight disr…
B 73 55 78 70 24 81 99
5490
silkyland
Senior Consult MCP Claim
Enables AI agents to consult expert models (Claude, GPT, Gemini, DeepSeek, Z.ai…
B 73 55 78 57 48 81 99
5491
Af7007
MCP Trader Server Claim
Enables trading operations and market analysis through MetaTrader 5, MLP AI sig…
B 73 54 72 70 N/A 29 95 90
5492
kayembahamid
cybersim-pro Claim 1
Cybersecurity training, simulation, and incident response MCP server
B 73 54 100 42 N/A 38 87 88
5493
rkm097git
Enables direct creation and management of educational content on the EuConquist…
B 73 55 90 63 28 81 87
5494
LF112
Mermaid Validator MCP Claim 1
An MCP server that validates Mermaid diagram syntax and identifies diagram type…
B 73 54 63 60 N/A 50 92 100
5495
mastanley13
Connects Claude Desktop to GoHighLevel CRM, providing 269+ tools across 19 cate…
B 73 55 84 68 29 81 91
5496
henqc
Miro MCP Server Claim
Enables MCP-compatible LLMs to interact with Miro whiteboards to manage boards,…
B 73 55 84 67 21 81 100
5497
colvint
An MCP server that provides access to personal financial data from Monarch Mone…
B 73 55 85 66 21 81 100
5498
jerichosequitin
Metabase Claim
A high-performance Model Context Protocol server for AI integration with Metaba…
B 73 54 64 48 N/A 75 95 88
5499
mholzen
workflowy Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
B 73 54 76 41 N/A 80 83 92
5500
pgzhang
Integrates a remote smart search API to provide powerful web search capabilitie…
B 73 55 78 71 27 81 94
Showing 5451–5500 of 46347 servers
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