MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28855
Scored
2087
Verified
16951
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11551
vivekbala
Enables real-time Kubernetes cluster observability and debugging through standa…
C 63 55 78 31 16 81 97
11552
ruan11223344
McpDocServer Claim 1
A documentation server based on MCP protocol designed for various development f…
C 63 55 56 61 44 80 68
11553
pancakesniperbot
A deployment solution for a remote Model Context Protocol server on Cloudflare …
C 63 55 48 65 26 84 85
11554
zilliztech
mcp-server-milvus Claim 1
MCP Server for Milvus / Zilliz, making it possible to interact with your databa…
C 63 55 59 35 54 80 88
11555
juancsanchez
Alegra MCP Server Claim 1
A Model Context Protocol server that enables LLMs to securely interact with Ale…
C 63 55 51 100 27 81 43
11556
finack
Provides aviation weather information through a Model Context Protocol server, …
C 63 55 68 82 40 81 30
11557
goperigon
Perigon MCP Server Claim
Enables access to comprehensive news data through the Perigon API, including se…
C 63 66 84 71 0 48 81 92
11558
jefferythewind
Provides GPU-accelerated gradient boosting model training and inference through…
C 63 66 94 67 0 32 81 96
11559
tradermonty
Finviz MCP Server Claim 1
Provides comprehensive stock screening and fundamental analysis capabilities us…
C 63 55 78 48 51 80 52
11560
rooking-oss
Provides Japanese postal code to address lookup functionality that can be integ…
C 63 55 54 40 39 81 100
11561
Nur1sat
Provides tools for managing a product catalog, including functions to list, add…
C 63 55 54 55 22 80 99
11562
JackKuo666
PubChem MCP Server Claim
Enables AI assistants to search and retrieve chemical compound information, str…
C 63 55 76 31 16 83 98
11563
im-zhong
Weather MCP Server Claim 1
A Model Context Protocol server that enables users to fetch weather forecasts t…
C 63 54 31 52 N/A 41 95 100
11564
Bamimore-Tomi
Ghidra MCP Server Claim
Enables LLMs to perform binary analysis using Ghidra in headless mode, extracti…
C 63 54 60 28 N/A 27 95 99
11565
PixdataOrg
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
C 63 66 84 72 0 47 81 90
11566
54yyyu
PyApple MCP Tools Claim 1
Provides seamless integration with macOS native applications including Messages…
C 63 54 60 33 N/A 46 90 88
11567
jake-ccnh
Integrates the Planning Center Online API with an MCP server to enable natural …
C 63 55 62 30 40 81 100
11568
yihaoWang
ClickUp MCP Server Claim 1
Enables AI assistants to interact with ClickUp's project management platform. S…
C 63 55 84 41 19 80 80
11569
BACH-AI-Tools
jieba-mcp Claim
Enables Chinese text segmentation using the jieba library with support for prec…
C 63 55 42 57 42 84 90
11570
amanasmuei
An MCP server that provides access to Malaysia prayer time data through Claude …
C 63 64 81 65 0 43 92 95
11571
rftsngl
Provides job search functionality using Careerjet API with features for keyword…
C 63 55 60 58 16 81 92
11572
Ramhori
Orchestrates Fireflies, Asana, and Notion MCP servers to automate end-to-end me…
C 63 54 84 40 N/A 40 95 43
11573
isnow890
책 싫어하는 제가 책에 대해 아는척하고 싶어서 만들었습니다.. 내 주변 도서관 실시간 대출 확인 읽고 싶은 책을 검색하면 주변 도서관 대출 가…
C 63 66 88 71 0 46 81 86
11574
structured-world
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
C 63 64 92 42 0 87 83 86
11575
CDataSoftware
Enable AI agents to query and manage cloud-connected data sources using SQL, me…
C 63 64 88 70 0 38 85 94
11576
Zeyneptncr
A system that manages person records through natural Turkish language commands …
C 63 54 44 57 N/A 23 95 92
11577
davo20019
A bridge that enables Large Language Models to read from and write to Firebase …
C 63 55 70 33 24 80 100
11578
mihgen
A serverless solution for deploying authentication-free Model Context Protocol …
C 63 55 48 68 21 81 88
11579
thomasvan
Integrates the Brave Search API into AI assistants to enable web and local busi…
C 63 55 48 48 42 80 100
11580
ctaylor86
Connect your video workflows to cloud storage. Organize and access video assets…
C 63 66 90 63 0 42 81 96
11581
zongmin-yu
literateMCP Claim
Server for managing academic literature with structured note-taking and organiz…
C 63 54 72 23 N/A 34 95 87
11582
cesarvarela
PostgreSQL MCP Server Claim 1
A TypeScript-based Model Context Protocol server that enables AI assistants to …
C 63 54 78 61 N/A 23 92 44
11583
batson-j
A Model Context Protocol server providing standardized access to Bible data res…
C 63 55 53 57 19 80 98
11584
rt0120-Ramco
Provides comprehensive utility tools including file operations, weather informa…
C 63 54 60 33 N/A 22 95 99
11585
ethanrosswomack
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 68 30 81 84
11586
CesiumGS
Cesium AI Integrations is a collection of reference integrations and experiment…
C 63 54 84 0 N/A 47 92 92
11587
Pimmetjeoss
A Docker-based MCP server that provides current weather information for cities …
C 63 55 78 45 19 81 79
11588
QoutaID
QoutaMCP Claim
Enables inspection and analysis of project structures to detect languages, fram…
C 63 64 90 61 0 29 95 93
11589
kelnixsolutions
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
C 63 66 72 70 0 63 81 98
11590
syedazharmbnr1
A Model Context Protocol tool that enables Claude to interact with Microsoft Ou…
C 63 54 78 33 N/A 19 87 88
11591
ebailey78
MCP Memory Server Claim 3
A Model Context Protocol server for Claude Desktop that provides structured mem…
C 63 55 51 57 23 82 95
11592
MorvanZhou
A server that integrates the MCP library with OpenAI's API, allowing users to i…
C 63 54 74 25 N/A 36 87 90
11593
anisirji
A Model Context Protocol server that exposes multiple AI tools over SSE transpo…
C 63 55 55 65 26 76 88
11594
linxule
Lotus Wisdom Claim 1
Contemplative reasoning with Lotus Sutra wisdom framework and ext-apps visualiz…
C 63 66 81 68 0 65 82 86
11595
Tushar-Shrivastava
MCP Log Analyzer Claim
An AI-powered server that analyzes system log files to identify errors/warnings…
C 63 55 82 27 39 81 79
11596
kbhalerao
Basecamp MCP Server Claim 1
Connects Basecamp workspaces to AI tools, enabling management of projects, mess…
C 63 55 62 41 24 81 100
11597
dannySubsense
YouTube MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to access YouTube da…
C 63 55 55 42 37 81 100
11598
kakao-yanoo-kim
A tool that lets users access Prometheus metrics data through a Model Context P…
C 63 55 72 43 18 82 91
11599
chasey-ai
Mermaid-MCP Claim 1
An MCP server that converts text inputs into visualized flowcharts, enabling AI…
C 63 55 47 58 36 81 89
11600
FaureAlexis
A TypeScript server that allows AI agents to access, retrieve, and analyze Sent…
C 63 55 58 57 19 82 91
Showing 11551–11600 of 33692 servers
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