MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14501
nonead
Enables natural language control of Universal Robots cobots through LLM integra…
D 51 64 66 23 0 59 95 70
14502
basehub-ai
Forums Claim
Ask any GitHub repository a question. Get source-backed answers.
D 51 66 78 10 0 50 81 95
14503
timclynch
An MCP server implementation that delivers various joke types (Chuck Norris, Da…
D 51 66 33 55 0 46 80 100
14504
pollot-pierre-10antz
Provide a test implementation of the Model Context Protocol server to facilitat…
D 51 54 24 30 N/A 18 95 89
14505
serpapi
serpapi-mcp Claim
SerpApi MCP Server for Google and other search engine results. Provides multi-e…
D 51 66 88 0 0 58 81 87
14506
takada-at
Fortune MCP Server Claim
Enables users to perform tarot card readings and generate horoscopes based on s…
D 51 55 42 30 23 81 78
14507
watanka
Schedulia MCP Claim
A meeting scheduling assistant that enables users to view schedules, manage inc…
D 51 55 48 38 22 78 64
14508
michaeljabbour
imagen-mcp Claim
Enables intelligent multi-provider image generation through OpenAI and Google G…
D 51 66 66 35 0 37 81 86
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
eatenbywo1ves
Advanced server for simulating financial models and stochastic processes, offer…
D 50 55 46 22 21 81 77
14511
NitishGourishetty
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-age…
D 50 64 60 32 0 29 83 96
14512
allanhale
Enables read-only access to NORA dashboard data from Upstash Redis, covering OK…
D 50 55 48 0 25 80 98
14513
jeneen24
A multi-functional AI agent with an Arabic legal chatbot, Google search capabil…
D 50 54 44 22 N/A 16 95 67
14514
salman-khandu
A server that enables Model Context Protocol (MCP) functionality on Cloudflare …
D 50 66 54 57 0 23 81 80
14515
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 50 55 45 33 19 72 79
14516
VitexSoftware
AbraFlexi Claim 1
MCP server for AbraFlexi ERP — invoices, contacts, products, bank transactions.
D 50 64 69 10 0 45 95 84
14517
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
14518
tonih23
Enables AI agents to search and analyze clinical trial data from ClinicalTrials…
D 50 55 38 22 19 81 91
14519
AiAgentKarl
eu-company-mcp-server Claim 1
MCP server for EU company and business data. 9 tools: company search (GLEIF, 2M…
D 50 55 49 0 27 83 94
14520
MShekow
Returns the latest package / dependency / tool versions for Python, NPM, Go, Do…
D 50 66 60 10 0 67 81 94
14521
feraranas
A tool for deploying an authentication-free Model Context Protocol server on Cl…
D 50 66 48 66 0 22 81 82
14522
dmarsters
Translates wine tasting vocabulary (varietal, terroir, balance, aging) into vis…
D 50 66 78 27 0 30 83 80
14523
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
14524
xiaobenyang-com
cook-tool Claim
A recipe query tool that supports querying recipes and reporting dish names thr…
D 50 64 72 66 0 45 95 12
14525
sarathvad1811
An MCP server implementation that enables users to interact with the PokeAPI to…
D 50 55 33 25 16 81 96
14526
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
14527
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
14528
tomoyasasakimskk
A Model Context Protocol server that provides jokes on demand, allowing users t…
D 50 66 33 52 0 41 81 100
14529
alexeydubinin
HH JIRA MCP Server Claim 3
A Model Context Protocol server that enables integration with JIRA, allowing us…
D 50 54 45 30 N/A 19 87 63
14530
CiscoDevNet
Enables AI assistants to query Cisco ThousandEyes v7 API for network monitoring…
D 50 66 72 20 0 48 82 81
14531
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
14532
mcpol-studio
SSH MCP Server Claim 1
An MCP server that enables AI assistants to execute shell commands and manage f…
D 50 55 45 15 40 67 88
14533
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
14534
deeppath-ai
Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysi…
D 50 66 50 50 0 46 81 80
14535
wenjiazhu
Provides offline, high-accuracy OCR capabilities for images and PDFs using macO…
D 50 64 42 41 0 32 95 92
14536
AbdelatifAbualya
A drop-in MCP server implementation for Next.js projects using Vercel MCP Adapt…
D 50 66 60 50 0 39 81 67
14537
hyunol7
A Model Context Protocol server that integrates with Slack API, allowing users …
D 50 55 45 43 16 82 58
14538
xiaobenyang-com
Chess Claim 1
An MCP server that provides chess FEN (Forsyth Edwards Notation) symbol validat…
D 50 64 57 68 0 45 95 35
14539
boluoyanshu
A server that integrates with Claude to merge facial images with ID photo backg…
D 50 55 48 17 16 81 82
14540
xiaobenyang-com
Search for word definitions from modern Chinese dictionaries to provide users w…
D 50 64 72 67 0 45 95 15
14541
Citedy
Full-stack AI marketing toolkit with 41 MCP tools. Scout X/Reddit trends, analy…
D 50 66 66 10 0 63 81 91
14542
stefanstranger
MCP Server for retrieving Signal messages using signal-export logic.
D 50 54 27 22 N/A 19 95 88
14543
grocco
Remote MCP Server Claim
A Cloudflare Workers-based implementation of the Model Context Protocol (MCP) s…
D 50 66 54 57 0 21 81 81
14544
davanstrien
An unofficial MCP server that provides semantic search capabilities for Hugging…
D 50 66 60 33 0 40 81 92
14545
su-myeong
Send greetings, perform quick calculations, check the current time, and generat…
D 50 64 60 56 0 29 95 55
14546
mottibec
An MCP server implementation that enables dynamic configuration of OpenTelemetr…
D 50 54 45 31 N/A 47 90 35
14547
jxnl
A Model Context Protocol server implementation that provides a standardized int…
D 50 66 45 66 0 17 81 91
14548
doodlydan
mcp.shop Claim
An MCP-based web shop server that enables users to authenticate and order t-shi…
D 50 66 72 10 0 46 81 95
14549
Cavendo-AI
Save and query market signals from your AI conversations.
D 50 66 76 0 0 57 81 95
14550
Attilio81
MCP Public APIs Claim 1
An MCP server that indexes the public-apis catalogue, allowing LLMs to search a…
D 50 55 45 0 27 82 99
Showing 14501–14550 of 67226 servers
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