MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14501
sunhye
Takeoff News Claim
Fetch the latest issue posts and weekly news from Takeoff. Stay current with co…
D 51 54 30 26 N/A 10 95 93
14502
www-zerotrusted-ai
ZeroTrusted ai PII Detection
D 51 54 30 20 N/A 18 94 93
14503
Mounika-Nemalipuri
Enables discovery and retrieval of World Bank reports and publications through …
D 51 55 54 0 25 83 94
14504
michaeljabbour
imagen-mcp Claim
Enables intelligent multi-provider image generation through OpenAI and Google G…
D 51 66 66 35 0 37 81 86
14505
midopa-dept
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
D 51 64 60 65 0 27 95 52
14506
sendsta
An MCP server designed to automate tender and RFQ pricing by extracting require…
D 51 55 39 25 22 80 87
14507
surukanti
A Model Control Protocol server that extends AI assistants with Kubernetes oper…
D 51 55 42 17 29 81 90
14508
AnnaSuSu
arXiv MCP Server Claim
Enables LLMs to search, download, and read arXiv papers with automatic PDF text…
D 51 66 64 23 0 47 81 96
14509
sleipner42
MatMCP Claim
Enables AI assistants to interact with Mathem.se, a Swedish online grocery stor…
D 50 64 68 23 0 22 95 89
14510
allanhale
Enables read-only access to NORA dashboard data from Upstash Redis, covering OK…
D 50 55 48 0 25 80 98
14511
guilhermelirio
An MCP server that enables querying detailed address information from Brazilian…
D 50 66 33 63 0 40 81 88
14512
mottibec
An MCP server implementation that enables dynamic configuration of OpenTelemetr…
D 50 54 45 31 N/A 47 90 35
14513
VitexSoftware
AbraFlexi Claim 1
MCP server for AbraFlexi ERP — invoices, contacts, products, bank transactions.
D 50 64 69 10 0 45 95 84
14514
Citedy
Full-stack AI marketing toolkit with 41 MCP tools. Scout X/Reddit trends, analy…
D 50 66 66 10 0 63 81 91
14515
a1j9o94
Swiss Claim 1
Swiss MCP is your AI-powered command center for orchestrating complex tasks wit…
D 50 54 56 25 N/A 37 95 32
14516
echomindr
echomindr Claim
Real founder decisions, lessons and signals from 100+ podcasts — searchable by …
D 50 66 76 10 0 45 82 92
14517
tmzmfldkqls
Test MCP Server Claim
A simple MCP server combining FastMCP and LangGraph that enables AI agent inter…
D 50 55 48 17 24 81 79
14518
syrusakbary
Enables users to search and retrieve cupcake order records through natural lang…
D 50 66 42 53 0 37 81 92
14519
deeppath-ai
Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysi…
D 50 66 50 50 0 46 81 80
14520
wenjiazhu
Provides offline, high-accuracy OCR capabilities for images and PDFs using macO…
D 50 64 42 41 0 32 95 92
14521
NitishGourishetty
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-age…
D 50 64 60 32 0 29 83 96
14522
coastli
Bazi MCP Claim 1
Provides accurate Chinese Bazi (八字) fortune-telling calculations including birt…
D 50 66 62 56 0 47 83 53
14523
xiaobenyang-com
Search for word definitions from modern Chinese dictionaries to provide users w…
D 50 64 72 67 0 45 95 15
14524
Skobyn
A stdio-based server that enables interaction with the DataForSEO API through t…
D 50 66 68 37 0 20 81 88
14525
squidlerio
@squidlerio/mcp Claim
An MCP proxy that connects AI clients to the remote Squidler MCP server while p…
D 50 66 78 10 0 32 80 98
14526
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 50 55 45 33 19 72 79
14527
jxnl
A Model Context Protocol server implementation that provides a standardized int…
D 50 66 45 66 0 17 81 91
14528
aamangeldi
Get a random dad joke or search by keyword to fit any moment. Retrieve specific…
D 50 66 48 30 0 50 83 98
14529
Isaac-theori
Character Counter Claim
Count occurrences of any character in text with precision. Quickly check freque…
D 50 54 50 31 N/A 27 95 42
14530
tomoyasasakimskk
A Model Context Protocol server that provides jokes on demand, allowing users t…
D 50 66 33 52 0 41 81 100
14531
tonih23
Enables AI agents to search and analyze clinical trial data from ClinicalTrials…
D 50 55 38 22 19 81 91
14532
smithery-ai
Ntropy MCP Server Claim 1
Enables enrichment of banking data through the Ntropy API, including creating a…
D 50 66 72 32 0 20 81 89
14533
adw1029
An MCP server hosted on AWS Lambda that provides tools for retrieving user prof…
D 50 55 27 20 25 81 100
14534
davanstrien
An unofficial MCP server that provides semantic search capabilities for Hugging…
D 50 66 60 33 0 40 81 92
14535
xiaobenyang-com
Atlas-Docs Claim
The Atlas Docs MCP server provides technical documentation of libraries and fra…
D 50 64 72 67 0 45 95 15
14536
switchblxdee
MCP Guide Claim
A guide for implementing Model Context Protocol (MCP) servers that provide AI m…
D 50 55 42 35 34 81 58
14537
132262B
Provides guidelines for writing proper apologies based on the situation, relati…
D 50 55 42 22 25 81 78
14538
fabiogomez
Shell MCP Server Claim
Enables execution of shell commands through a terminal tool and provides access…
D 50 54 54 25 N/A 24 77 66
14539
wgong
Explore, query, and inspect SQLite databases with ease. List tables, preview re…
D 50 66 62 28 0 42 81 91
14540
hyunol7
A Model Context Protocol server that integrates with Slack API, allowing users …
D 50 55 45 43 16 82 58
14541
idapixl
Pay-per-use web research for AI agents on Apify. Search (Brave + DuckDuckGo), f…
D 50 66 76 0 0 64 81 89
14542
YashKushwaha
Provide a simple and minimal MCP server implementation to help developers get s…
D 50 54 24 17 N/A 19 92 100
14543
Jeremy-33456
MCP4Amazon Claim 1
An MCP server that enables large language models to directly access and analyze…
D 50 54 27 25 N/A 20 95 82
14544
DebMs123
An MCP server that enables Microsoft Copilot Studio to fetch random jokes from …
D 50 55 45 27 54 76 53
14545
angrysky56
Memvid MCP Server Claim 1
A Model Context Protocol server that encodes text, PDFs, and other content into…
D 50 55 33 27 25 76 92
14546
richardadonnell
privacy-mcp Claim 1
An MCP server that enables users to manage Privacy.com virtual cards, track tra…
D 50 64 57 35 0 25 95 89
14547
salman-khandu
A server that enables Model Context Protocol (MCP) functionality on Cloudflare …
D 50 66 54 57 0 23 81 80
14548
davibauer
COTI MCP Server Claim
Enables AI applications to interact with the COTI blockchain for private token …
D 50 66 78 10 0 52 76 92
14549
noomgithub2020
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
D 50 66 33 55 0 41 81 100
14550
Brunwo
A remote MCP server implementation that integrates with Stripe, enabling AI ass…
D 50 66 48 67 0 21 81 83
Showing 14501–14550 of 53551 servers
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