MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13501
shaymc3
Hebcal MCP Server Claim
Provides access to Jewish holiday calendars and Shabbat candle lighting and Hav…
C 57 55 48 27 24 83 100
13502
ankitrautela333
An MCP server that enables users to fetch and audit documentation from user-def…
C 57 55 45 31 42 80 90
13503
y0zg
Enables Claude Desktop to connect directly to Elasticsearch clusters for intell…
C 57 55 60 38 16 81 84
13504
bsahane
MCP Ansible Server Claim
Enables comprehensive Ansible automation management through natural language, i…
C 57 54 54 27 N/A 24 88 89
13505
Zalmotek
A Model Context Protocol server that enables monitoring and remote control of N…
C 57 55 55 28 19 81 100
13506
SuxyEE
aliyun-sls-mcp Claim
Enables AI assistants to query and analyze Alibaba Cloud SLS logs using natural…
C 57 55 72 0 35 81 95
13507
neeraj-jhawar
MCP server that allows AI assistants to query and retrieve information about of…
C 57 55 60 20 16 82 100
13508
jissac
Provides comprehensive Biblical research tools including scripture lookup, inte…
C 57 66 78 56 0 30 81 90
13509
antonioevans
RunPod MCP Server Claim
Enables interaction with the RunPod REST API to manage GPU pods, serverless end…
C 57 66 66 65 0 42 78 92
13510
DHEERAJPRAKASH
Demonstrates custom MCP servers for math and weather operations, enabling multi…
C 57 54 48 17 N/A 26 94 100
13511
kukapay
liquidity-pools-mcp Claim 1
An MCP server that tracks and analyzes DEX liquidity pools to power intelligent…
C 57 55 49 32 38 81 83
13512
joheiss
An HTTP-based Model Context Protocol server that provides tools and resources f…
C 57 55 74 0 35 78 99
13513
amarshikhar
Enables AI-powered vendor risk assessment using AWS Titan, allowing users to ev…
C 57 55 48 33 21 81 98
13514
crisschan
MCP-Allure Claim
A server that converts Allure test reports into LLM-friendly formats, enabling …
C 57 55 50 25 43 83 88
13515
jjwjr94
Enables complete interaction with Airtable databases through 16 CRUD operations…
C 57 66 78 43 0 44 81 99
13516
DiegoDuaS
Enables users to play a number guessing game through a remote MCP server deploy…
C 57 55 48 31 24 81 100
13517
dganesh5
An industry benchmarking tool that enables users to compare company metrics lik…
C 57 55 60 25 24 82 91
13518
Yogesh-G-3468
OmniDocs MCP Claim
An intelligent MCP server that enables AI agents to crawl, index, and semantica…
C 57 54 42 31 N/A 25 95 93
13519
jerhadf
linear-mcp-server Claim
A server that integrates Linear's project management system with the Model Cont…
C 57 64 100 10 0 48 95 91
13520
serkanh
An MCP server that allows AI assistants to access AWS CloudWatch logs by listin…
C 57 55 45 43 25 81 90
13521
JoeWithGlide
MySQL MCP Server Claim
Provides AI assistants with secure read-only access to MySQL databases through …
C 57 66 72 56 0 43 81 90
13522
vvbv
PyerP MCP Server Claim 1
An MCP server that enables LLM agents to interact with PyerP ERP systems via a …
C 57 55 45 38 27 81 92
13523
devyhan
Xcode MCP Server Claim 3
A Model Context Protocol server that provides tools for Xcode-related operation…
C 57 54 45 53 N/A 50 84 53
13524
wearzdk
seedream-image-mcp Claim
🚀 PixelMCP | 为你的 Cursor、Claude Code 等集成AI绘画能力,让AI生成的页面不再单调!
C 57 66 78 68 0 41 81 72
13525
jd1207
Whoop MCP Server Claim
Enables users to access Whoop biometrics including recovery, sleep, and strain …
C 57 54 60 0 N/A 45 91 94
13526
danosb
OneNote MCP Server Claim 2
A Model Context Protocol server that enables AI language models like Claude to …
C 57 55 53 40 26 77 86
13527
Facets-cloud
Enables creation and management of Terraform modules for Facets.cloud infrastru…
C 57 66 86 41 0 46 76 91
13528
navifare
navifare-mcp Claim
Flight price comparison MCP server. Search multiple booking sources to find bet…
C 57 64 78 68 0 35 83 75
13529
Dhineshkumar272005
HackBridge Claim 1
An MCP server that connects AI clients to a Linux terminal for real-time automa…
C 57 54 51 31 25 84 90
13530
shricodev
⚡ Chat MCP Client for Remote hosted MCP Servers (with Composio) and locally hos…
C 57 64 78 35 0 43 95 89
13531
WindoC
EasyOCR MCP Server Claim 1
An MCP server that provides OCR capabilities using the EasyOCR library, support…
C 57 55 45 26 47 80 92
13532
hwibalyu
edinet-mcp Claim 1
An MCP server that interfaces with the Japanese EDINET API v2 to search, downlo…
C 57 55 39 46 25 82 93
13533
MadMando
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and…
C 57 54 54 25 N/A 22 95 82
13534
yshngg
pmcp Claim
🚀 A Prometheus Model Context Protocol Server.
C 57 55 68 22 73 81 42
13535
wgpsec
cloudsword Claim
一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具
C 57 54 50 27 N/A 77 92 45
13536
kkyy3402
Enables semantic search and document retrieval from OpenAI Vector Store, allowi…
C 57 55 54 30 19 80 96
13537
jterceiro
MCP Kubernetes Claim
Enables advanced management of Kubernetes clusters through natural language int…
C 57 55 72 31 37 81 59
13538
tinybirdco
mcp-tinybird Claim 1
An MCP server to interact with a Tinybird Workspace from any MCP client.
C 57 66 51 68 0 50 81 99
13539
R-Yash
Enables basic mathematical operations through MCP protocol with add and multipl…
C 57 55 30 62 15 81 92
13540
ralba316
An MCP server for Microsoft Copilot Studio that delivers jokes from multiple so…
C 57 55 45 17 46 83 100
13541
softvoyagers
fakturka-api-mcp Claim
Free Polish VAT invoice generation MCP server with PDF output and preview. No A…
C 57 55 70 0 40 81 93
13542
NiclasOlofsson
Mode Manager MCP Claim
MCP Memory Agent Server - A VS Code chatmode and instruction manager with libra…
C 57 64 58 31 0 76 95 94
13543
Zachwitte21
Weather MCP Server Claim
Provides access to US weather data from the National Weather Service API, enabl…
C 57 55 60 23 24 81 94
13544
waldzellai
Enables AI assistants to create and manage content collections, perform web sea…
C 57 66 88 71 0 62 81 37
13545
MisterSandFR
Manage Supabase projects end to end across database, auth, storage, realtime, a…
C 57 66 86 41 0 31 81 99
13546
ZatesloFL
Aiven MCP Server Claim
Enables interaction with Aiven cloud services including PostgreSQL, Kafka, Clic…
C 57 55 62 30 42 81 70
13547
zrax-x
Assists in Advanced Persistent Threat malware analysis by providing tools to se…
C 57 54 48 33 N/A 22 87 90
13548
riteshbangal
BuildMcpServer Claim
A lightweight framework for building and running Model Context Protocol (MCP) s…
C 57 54 50 27 N/A 43 95 71
13549
lulzasaur9192
Enables AI agents to play games like Chess, Go, and Trading against each other …
C 57 55 72 0 29 81 98
13550
Ani07-05
Provides essential security and CTF tools including hash identification, encodi…
C 57 55 60 26 19 81 92
Showing 13501–13550 of 67226 servers
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