MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14501
nrwl
nx-mcp Claim 1
A Model Context Protocol server implementation for Nx
D 51 64 41 15 0 88 94 92
14502
4tal
Provides comprehensive Google Contacts management including creating, searching…
D 51 66 60 38 0 48 81 87
14503
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
14504
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
14505
guanqun-yang
Arithmetic Claim
Perform quick addition, subtraction, multiplication, and division in your workf…
D 51 54 24 22 N/A 21 94 97
14506
dreadew
Trino MCP Server Claim
Enables database schema analysis and management for Trino servers through dynam…
D 51 55 54 35 27 81 53
14507
kingrishabdugar
A modular production-ready system that provides specialized agents for math, re…
D 51 54 48 21 N/A 16 95 67
14508
rudushi4
A demonstration MCP server built with FastMCP that provides basic tools (additi…
D 51 55 42 15 27 81 92
14509
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
14510
tomoyasasakimskk
A Model Context Protocol server that provides jokes on demand, allowing users t…
D 50 66 33 52 0 41 81 100
14511
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
14512
martc03
Real-time CVE lookup with NIST NVD 2.0, CISA KEV alerts, EPSS exploitation prob…
D 50 66 84 0 0 48 80 93
14513
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
14514
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
14515
xiaobenyang-com
A sequential thinking tool based on the MCP protocol, used to break down comple…
D 50 64 72 68 0 45 95 12
14516
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 50 55 45 33 19 72 79
14517
stefanstranger
MCP Server for retrieving Signal messages using signal-export logic.
D 50 54 27 22 N/A 19 95 88
14518
jongan69
Remote MCP Server Claim
A Cloudflare Workers-based server implementing the Model Context Protocol that …
D 50 66 54 52 0 32 81 82
14519
syrusakbary
Enables users to search and retrieve cupcake order records through natural lang…
D 50 66 42 53 0 37 81 92
14520
VitexSoftware
AbraFlexi Claim 1
MCP server for AbraFlexi ERP — invoices, contacts, products, bank transactions.
D 50 64 69 10 0 45 95 84
14521
langchain-ai
An MCP server that provides tools to load and fetch documentation from any llms…
D 50 66 53 25 0 66 81 90
14522
wgong
Explore, query, and inspect SQLite databases with ease. List tables, preview re…
D 50 66 62 28 0 42 81 91
14523
NitishGourishetty
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-age…
D 50 64 60 32 0 29 83 96
14524
idapixl
Pay-per-use web research for AI agents on Apify. Search (Brave + DuckDuckGo), f…
D 50 66 76 0 0 64 81 89
14525
deeppath-ai
Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysi…
D 50 66 50 50 0 46 81 80
14526
MShekow
Returns the latest package / dependency / tool versions for Python, NPM, Go, Do…
D 50 66 60 10 0 67 81 94
14527
allanhale
Enables read-only access to NORA dashboard data from Upstash Redis, covering OK…
D 50 55 48 0 25 80 98
14528
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
14529
hyunol7
A Model Context Protocol server that integrates with Slack API, allowing users …
D 50 55 45 43 16 82 58
14530
feraranas
A tool for deploying an authentication-free Model Context Protocol server on Cl…
D 50 66 48 66 0 22 81 82
14531
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
14532
guilhermelirio
An MCP server that enables querying detailed address information from Brazilian…
D 50 66 33 63 0 40 81 88
14533
YashKushwaha
Provide a simple and minimal MCP server implementation to help developers get s…
D 50 54 24 17 N/A 19 92 100
14534
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
14535
PoivronMax
CJ-MCP Claim
Provides project-specific context and development templates for Cangjie/ArkTS p…
D 50 54 42 27 N/A 22 95 61
14536
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
14537
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
14538
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
14539
jxnl
A Model Context Protocol server implementation that provides a standardized int…
D 50 66 45 66 0 17 81 91
14540
SlideSpeak
Slidespeak Claim
Generate PowerPoint presentations using the Slidespeak API
D 50 66 76 10 0 44 81 90
14541
xiaobenyang-com
Search for word definitions from modern Chinese dictionaries to provide users w…
D 50 64 72 67 0 45 95 15
14542
adw1029
An MCP server hosted on AWS Lambda that provides tools for retrieving user prof…
D 50 55 27 20 25 81 100
14543
tonih23
Enables AI agents to search and analyze clinical trial data from ClinicalTrials…
D 50 55 38 22 19 81 91
14544
Skobyn
A stdio-based server that enables interaction with the DataForSEO API through t…
D 50 66 68 37 0 20 81 88
14545
davanstrien
An unofficial MCP server that provides semantic search capabilities for Hugging…
D 50 66 60 33 0 40 81 92
14546
DebMs123
An MCP server that enables Microsoft Copilot Studio to fetch random jokes from …
D 50 55 45 27 54 76 53
14547
AbdelatifAbualya
A drop-in MCP server implementation for Next.js projects using Vercel MCP Adapt…
D 50 66 60 50 0 39 81 67
14548
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
14549
CiscoDevNet
Enables AI assistants to query Cisco ThousandEyes v7 API for network monitoring…
D 50 66 72 20 0 48 82 81
14550
mottibec
An MCP server implementation that enables dynamic configuration of OpenTelemetr…
D 50 54 45 31 N/A 47 90 35
Showing 14501–14550 of 57357 servers
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