MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8951
Origin-Digital-LLC
acme-mcp Claim
A nested MCP system that demonstrates server composition by using an orchestrat…
C 68 55 78 53 30 76 94
8952
aasm3535
Enables AI models to search the web using DuckDuckGo, scrape webpage content in…
C 68 55 72 53 27 81 98
8953
mikah13
mcp-clickup Claim 2
MCP Server for the ClickUp API,
C 68 55 51 65 60 78 88
8954
njbrake
Provides comprehensive filesystem operations (read, write, list, create, delete…
C 68 55 72 41 48 81 99
8955
demomagic
LI.FI MCP Server Claim
Enables AI assistants to interact with LI.FI's cross-chain infrastructure, prov…
C 68 55 66 67 21 81 96
8956
stephenballot-ai
legacy-shield Claim 1
Zero-knowledge encrypted vault for AI agents. EU-hosted persistent storage.
C 68 54 66 72 N/A 35 81 80
8957
gkzhb
Connect to your Crawl4AI docker API server.
C 68 55 62 63 46 81 84
8958
yoriichi-07
Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to autono…
C 68 55 84 43 31 81 89
8959
StudentOfJS
Provides tools for frontend testing including code analysis, test generation, t…
C 68 55 76 60 43 81 71
8960
lharries
whatsapp-mcp Claim 1
An MCP server for searching your personal WhatsApp messages, contacts and sendi…
C 68 54 51 50 N/A 56 87 98
8961
Y1L1N10
XMind Generator MCP Claim 1
An MCP server that enables users to generate structured XMind mind maps with hi…
C 68 54 51 62 N/A 58 89 83
8962
alexandrebagio
SWAPI Server Claim
Provide seamless access to Star Wars API data for your applications. Fetch, man…
C 68 54 56 57 N/A 29 92 100
8963
402-md
@402md/mcp Claim 1
An MCP server that transforms SKILL.md files into executable tools for AI agent…
C 68 55 63 61 35 82 93
8964
betmoar
Enterprise-grade code intelligence platform providing AI-powered code analysis,…
C 68 55 94 28 28 81 96
8965
erikhoward
A Model Context Protocol server that enables standardized interaction with Azur…
C 68 55 77 43 47 81 88
8966
axiomhq
Axiom Claim 1
A Model Context Protocol server implementation for Axiom that enables AI agents…
C 68 55 71 35 65 81 92
8967
ttpears
MySQL Explorer Claim
An intelligent MySQL MCP Server with expert data analytics capabilities and com…
C 68 55 84 75 N/A 41 81 46
8968
jilio
An MCP server that enables AI agents to retrieve and analyze error reports from…
C 68 55 39 71 50 83 98
8969
sanatava
Enables interaction with the RCSB Protein Data Bank to search, analyze, and vis…
C 68 55 100 33 22 77 93
8970
samhavens
A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Co…
C 68 55 66 82 N/A 25 95 58
8971
YeomYuJun
Manages knowledge graph data synchronized with GitHub repositories, enabling re…
C 68 55 86 63 45 81 56
8972
openreview
Exposes the structure and documentation of the openreview-py library, enabling …
C 68 55 86 36 29 81 97
8973
ebhattad
nfl-mcp Claim 2
An MCP server that provides access to over 12 years of NFL play-by-play data th…
C 68 54 63 30 N/A 65 92 94
8974
AdirD
Hilanet MCP Claim
A satirical MCP server providing HR-related tools that simulate actions in a co…
C 68 54 74 58 N/A 20 90 87
8975
abhinavnatarajan
sqlite-reader-mcp Claim
A lightweight MCP server that provides read-only access to SQLite databases, al…
C 68 54 74 35 N/A 37 95 96
8976
ResakaGit
mcp-glassbox Claim 1
An MCP server that enables running tests and retrieving filtered telemetry summ…
C 68 54 51 65 N/A 40 90 89
8977
FactrueSolin
api-test-mcp Claim
api-test-mcp
C 68 55 74 62 39 81 75
8978
parikshitBoxtalk
An MCP server for interacting with SQL Server databases that enables schema ins…
C 68 55 77 58 27 77 93
8979
AlexAI-MCP
Provides comprehensive Korean Beauty information through real-time web search, …
C 68 55 78 51 29 81 92
8980
OnePieceLwc
Mind Map MCP Claim
Automatically generates mind map images from text content using Coze API workfl…
C 68 55 86 66 23 81 68
8981
LinkupPlatform
mcp-search-linkup Claim
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
C 68 55 80 22 68 81 91
8982
emilioSp
Provides seamless access to iRacing's racing simulation data, enabling AI assis…
C 68 55 62 72 51 80 71
8983
hthuong09
PostgreSQL MCP Server Claim 2
A Model Context Protocol server that enables interaction with PostgreSQL databa…
C 68 55 65 52 60 76 90
8984
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 55 66 100 53 81 32
8985
clsung
Taiwan Stock Agent Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 55 78 36 40 81 98
8986
jahfer
JMAP MCP Server Claim
JMAP MCP Server
C 68 55 86 70 45 81 46
8987
Kush36Agrawal
Enables video editing using natural language commands powered by FFmpeg, suppor…
C 68 54 78 45 N/A 21 95 89
8988
JamesANZ
prediction-market-mcp Claim 1
An MCP server that provides real-time prediction market data from multiple plat…
C 68 55 51 61 57 82 94
8989
hyojun6
Searches for official documentation using Naver Search API and filters results …
C 68 55 80 53 26 78 91
8990
JpAboytes
estudIA-MCP Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
C 68 55 70 66 22 81 89
8991
kongyo2
Discord Webhook MCP Claim 1
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
C 68 55 51 61 73 82 78
8992
David-mo
Connects AI assistants to Facebook's Ads API to enable natural language queries…
C 68 55 82 46 22 81 96
8993
x51xxx
A TypeScript implementation of a Model Context Protocol server that provides ma…
C 68 55 60 58 37 81 100
8994
idsts2670
Alpaca MCP Server Claim
Enables natural language trading operations through AI assistants using Alpaca'…
C 68 55 72 42 50 78 99
8995
seanivore
mcp-file-preview Claim 1
MCP server for HTML file preview and analysis - Has been weird with OS but good…
C 68 55 75 75 N/A 48 95 37
8996
Ryan0204
github-repo-mcp Claim 1
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore di…
C 68 55 66 66 51 80 72
8997
pnini7814
Analyzes log files to identify root causes of project errors and generates deta…
C 68 54 60 56 N/A 27 90 100
8998
jguimera
A Python-based MCP server that enables integration with Microsoft Security Copi…
C 68 55 72 57 40 78 87
8999
madhusudan992844-alt
A Cloudflare Workers-based MCP server that enables secure remote connections us…
C 68 55 60 68 30 78 97
9000
pinkpixel-dev
A Model Context Protocol server that allows AI agents to play notification soun…
C 68 55 63 100 N/A 32 95 35
Showing 8951–9000 of 67197 servers
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