MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21601
ferdiangunawan
Debate Agent MCP Claim
Enables multi-agent code review with P0/P1/P2 severity scoring by orchestrating…
D 50 43 48 27 N/A 26 95
21602
firmmaple
A-Share MCP Server Claim
Provides comprehensive A-share (Chinese stock market) data including stock info…
D 50 44 42 38 38 81
21603
sparshdrolia
Creates and maintains a semantic knowledge graph of code that allows maintainin…
D 50 43 48 31 N/A 24 90
21604
CaullenOmdahl
Provides access to SvelteKit and Tailwind CSS documentation, code snippets, and…
D 50 44 60 20 33 81
21605
ag2-mcp-servers
An MCP Server that enables interaction with Odisha's eDistrict services through…
D 50 44 45 47 21 81
21606
Sentry01
A bridge between AI assistants like GitHub Copilot and Supabase databases, allo…
D 50 44 56 30 24 81
21607
geopolitis
Enables secure management of agent-scoped secrets in HashiCorp Vault through MC…
D 50 44 44 38 35 81
21608
ImRonAI
Provides comprehensive access to Telnyx's telephony and communication services …
D 50 44 56 32 24 81
21609
rizaqpratama
Implements a Model Context Protocol server that provides context from CucumberS…
D 50 44 48 46 19 81
21610
ruicarvalho1
MCP NIF.PT Claim
Enables querying and analyzing information about Portuguese companies using the…
D 50 44 48 26 39 84
21611
rickcen01
An advanced MCP server that provides interactive feedback mechanisms with suppo…
D 49 44 42 33 38 81
21612
danttis
Eternity MCP Claim
A privacy-focused local memory server that provides long-term semantic storage …
D 49 43 42 22 N/A 48 87
21613
QuantGeekDev
A starter template for building Model Context Protocol (MCP) servers, enabling …
D 49 43 56 17 N/A 20 95
21614
ag2-mcp-servers
NHL Scores MCP Server Claim 1
An MCP Server that provides access to NHL (National Hockey League) scores and s…
D 49 44 45 45 21 80
21615
eeshapatel12
Enables management of e-commerce operations including products, customers, and …
D 49 44 62 31 24 71
21616
WeberG619
MCP server for Autodesk Revit (BIM) with 705+ API endpoints. Enables AI agents …
D 49 43 25 28 N/A 67 87
21617
ayushsinghvi92
MCP server that enables AI assistants to perform SEO automation tasks including…
D 49 44 60 22 22 82
21618
chrishayuk
Enables AI-assisted music composition through copyable pattern templates, style…
D 49 44 48 27 35 81
21619
amornpan
Enables language models to read and analyze LINE Bot conversations through a st…
D 49 44 48 45 14 81
21620
eax
Programmatically generates and saves Gherkin feature files using the Model Cont…
D 49 43 48 27 N/A 20 95
21621
zcking
MCP Server UniFi Claim
A server implementation that enables natural language interactions with UniFi n…
D 49 44 48 27 40 81
21622
ag2-mcp-servers
MailScript MCP Server Claim 1
An MCP server that enables interaction with the MailScript API, allowing manage…
D 49 44 45 45 21 78
21623
mustafa-karakoyun
weather-mcp Claim
D 49 43 24 68 N/A 12 90
21624
hsm207
A minimal reproduction repository designed to demonstrate and test Chrome exten…
D 49 43 42 28 N/A 27 95
21625
silverknight404
Enables intelligent data analysis and querying of Snowflake databases through s…
D 49 44 48 41 21 81
21626
Arenukvern
mcp_flutter Claim 1
MCP server and MCP Toolkit for Flutter and Dart VM - supports dynamic tooling
D 49 44 39 20 N/A 67 76
21627
Wayy-Research
Enables direct interaction with Notion through the Notion API for searching, cr…
D 49 44 64 20 19 81
21628
wintersoldier3912-a11y
Provides real-time and historical cryptocurrency market data from multiple exch…
D 49 44 48 36 25 83
21629
vitor-giacomelli
Autonomously discovers non-dilutive funding opportunities from Grants.gov, gene…
D 49 44 42 30 45 81
21630
Guiraud
Enables interaction with LimeSurvey API to create and manage surveys, questions…
D 49 44 48 41 19 80
21631
gfuener
A management interface for MCP servers built with Angular 17 and Bootstrap 5.
D 49 43 46 27 N/A 23 95
21632
jamesrochabrun
A universal server that enables MCP-compatible clients (like Claude Desktop, Cu…
D 49 44 50 7 57 85
21633
DannyMac180
MCP Think Tool Claim 1
An MCP server that implements the 'think' tool, providing Claude with a dedicat…
D 49 44 45 22 47 81
21634
multiagentcognition
cmux-agent-mcp Claim
A programmable terminal control plane that enables AI agents to orchestrate, mo…
D 49 43 66 0 N/A 43 81
21635
annyzhou
GCAL-MCP Claim 1
A Model Context Protocol server that provides read-only access to the Google Ca…
D 49 44 41 27 45 83
21636
electrocucaracha
A lightweight MCP server implementation that provides a simple tool for fetchin…
D 49 44 42 35 35 81
21637
kawayiYokami
What Happen MCP Claim
Aggregates news from 70+ platforms across categories like tech, finance, social…
D 49 44 54 26 28 81
21638
smithery-ai
A Notion workspace is a collaborative environment where teams can organize work…
D 49 55 68 60 0 30 76
21639
FazcomIA
Enables AI agents to perform automated security testing through Caido, providin…
D 49 44 50 38 24 78
21640
cqyefeng119
Outlook MCP Server Claim
An integration server that lets you control Microsoft Outlook on Windows via CO…
D 49 43 60 12 N/A 19 95
21641
ag2-mcp-servers
An MCP Server that provides a conversational interface to Google Tag Manager AP…
D 49 44 45 40 21 84
21642
ag2-mcp-servers
An MCP server that enables interaction with Google Cloud's Workload Manager API…
D 49 44 45 47 21 78
21643
Gnayiak
cursor_mcp_installer Claim 1
cursor\_mcp\_installer
D 49 43 46 12 N/A 40 96
21644
kasirajan22
A demonstration .NET 8 Web API that implements the Model Context Protocol with …
D 49 44 48 41 18 81
21645
ag2-mcp-servers
An MCP server that enables interaction with Google's Fact Check Tools API, allo…
D 49 44 45 45 21 81
21646
synackpwn
Enrichment MCP Server Claim 1
A Model Context Protocol server that performs third-party threat intelligence e…
D 49 44 57 25 24 81
21647
jmu
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
D 49 44 42 43 27 81
21648
fefergrgrgrg
Neon MCP Server Claim
A lightweight Model Control Protocol server that allows agents like Cursor to i…
D 49 44 50 35 22 81
21649
battyht
A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎…
D 49 44 42 46 24 81
21650
Cjaimesg
Enables execution of Snowflake stored procedures through the MCP server by prov…
D 49 44 48 23 42 81
Showing 21601–21650 of 30006 servers
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