MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29945
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24251
zaizaizhao
基于 NestJS 的图表生成服务,集成 MinIO 对象存储,支持 22+ 种图表类型的服务器端渲染。
D 53 43 50 15 53 94
24252
HuaiyuZhang
Enables users to query ClinicalTrials.gov using natural language instead of com…
D 53 44 48 47 34 81
24253
AlexanderVTr
Automatically organizes files in your Downloads folder by categorizing them int…
D 53 43 56 30 N/A 23 95
24254 D 53 33 44 N/A N/A 13 95
24255
dotemacs
Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Regi…
D 53 43 34 58 N/A 24 94
24256
AbdelrhmanSror
Enables AI assistants to interact with Azure DevOps repositories and pull reque…
D 53 44 72 27 22 80
24257
chaudepark
AbletonMCP Claim
A server that connects Ableton Live to Claude AI through the Model Context Prot…
D 53 43 48 33 N/A 41 90
24258
vkdnjznd
Crypto Trading MCP Claim 1
A Model Context Protocol server that enables price lookup and trading across mu…
D 53 44 43 43 45 81
24259
buildwithtaza
omni-video-mcp Claim 1
An MCP server that transforms LLM-enabled IDEs into professional video editors …
D 53 33 33 N/A N/A 30 95
24260
tuankiet1708
Fetches GitHub pull request information including file changes, diffs, and meta…
D 53 44 64 38 19 81
24261
guinnessNet
Maipharm Domae MCP Claim 1
Enables integrated search and ordering across eight pharmaceutical wholesalers …
D 53 43 54 32 N/A 32 89
24262 D 53 33 42 N/A N/A 15 95
24263
flightctl
Provides read-only access to query and retrieve information about devices, flee…
D 53 44 56 41 28 81
24264
plutzilla
A server that enables AI assistants to interact with the Omnisend marketing pla…
D 53 44 48 35 49 81
24265
stefanwatt
A TypeScript-based Model Context Protocol (MCP) server template built with mcp-…
D 53 43 48 55 N/A 21 80
24266
vksinghh25
A multi-agent system that analyzes meeting transcripts to generate summaries, e…
D 53 44 72 26 21 81
24267
PingAIFun
A Model Context Protocol server that extends AI capabilities by providing tools…
D 53 43 45 30 N/A 42 95
24268
Banyango
ReciMCP Claim
A lightweight Python-based MCP server for managing recipes and favorite collect…
D 53 43 44 47 N/A 27 91
24269
ag2-mcp-servers
This server enables interacting with the National Digital Health Mission's Heal…
D 53 44 60 40 21 81
24270
bansalkanav
Learn GenAI and Agentic AI from Zero to Production
D 53 33 36 N/A N/A 27 95 JU
24271
canlgz
MarkItDown MCP Server Claim 2
A Model Context Protocol server that converts various file formats (PDF, PowerP…
D 53 43 45 31 N/A 38 95
24272
HatriGt
hana-mcp-server Claim
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Us…
D 53 44 50 31 N/A 52 80
24273
wmoten
ice-puzzle-mcp Claim 1
An MCP server for building, validating, and publishing Ice Puzzle levels with A…
D 53 44 63 22 37 83
24274
RA86-dev
Provides instant access to 700+ programming documentation sources and creates i…
D 53 44 54 31 45 81
24275
icatw
UML MCP Claim
Enables AI assistants to generate UML diagrams through natural language by rend…
D 53 44 54 41 31 81
24276
quantalogic
Provides powerful Markdown document editing capabilities with thread-safe opera…
D 53 44 48 31 52 81
24277
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides a natural language int…
D 53 44 60 40 21 81
24278
vanachterjacob
A server that provides standardized development rules and context for Business …
D 53 44 56 37 34 81
24279
BillDuke13
A Cloudflare Worker that analyzes source code to provide comprehensive explanat…
D 53 44 64 23 36 81
24280
joeseesun
An MCP server that automates converting diverse content sources like WeChat art…
D 53 44 43 25 65 83
24281
mengfwan
test-mcp-glama
D 53 43 46 17 N/A 57 95
24282
MatheusgVentura
An API that enables document querying through a Retrieval-Augmented Generation …
D 53 44 42 66 18 81
24283
alejofig
A server that allows AI agents to query and retrieve information about upcoming…
D 53 44 42 67 16 81
24284
AgentWings
turbopuffer-mcp Claim
Enables interaction with the Turbopuffer vector database, providing tools for m…
D 53 43 56 27 N/A 27 94
24285
ramkansal
pentestMCP Claim 1
An MCP server that exposes over 20 standard penetration testing utilities, such…
D 53 44 63 27 34 81
24286
mkerchenski
Reddit Ads MCP Claim 1
MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull repo…
D 53 33 39 N/A N/A 47 75
24287
Melfelf
MCP4All Claim
Enables automatic documentation of GitHub projects as blog posts by fetching re…
D 53 44 56 22 47 84
24288
uddeshya-23
Jira MCP Server Claim 1
Enables AI models to interact with Jira using a standardized protocol, offering…
D 53 44 64 38 19 81
24289
noahw345
Connects Claude AI to real estate data via the ATTOM Data API, enabling propert…
D 52 44 56 41 21 81
24290
kongks5798-coder
k-arena Claim
World's first AI-native financial exchange for autonomous AI agents. Real-time …
D 52 33 26 N/A N/A 39 95
24291
madhikarma
A server that enables Cursor AI to generate code from Figma components by conne…
D 52 43 60 7 N/A 41 95
24292
chengdagong
UE-MCP Claim
Enables AI assistants to interact with Unreal Editor 5 through the Python remot…
D 52 43 48 32 N/A 32 92
24293
openziti
Manage OpenZiti zero-trust networks — through natural language
D 52 43 48 0 N/A 74 91
24294
dontsovcmc
yandex-direct Claim 1
MCP server for Yandex Direct API v5 — campaigns, ads, keywords, bids, audiences
D 52 33 39 N/A N/A 32 83
24295
the0807
GeekNews-MCP-Server Claim 1
An MCP Server that retrieves and processes news data from the GeekNews site.
D 52 44 35 50 43 83
24296
ag2-mcp-servers
An MCP Server that enables interaction with Ticketmaster's Discovery API for ac…
D 52 44 45 61 21 76
24297
hiandy24
mcp_example Claim
Greet users by name and compute sums in a snap. Streamline demos, onboarding, a…
D 52 33 30 N/A N/A 31 95
24298
karthik78180
Fast MCP Local Claim
A minimal FastMCP server implementation that provides basic mathematical and gr…
D 52 43 44 26 N/A 42 95
24299
polarisxb
SQL MCP Server Claim
Enables read-only interaction with SQL databases through MCP, providing databas…
D 52 44 42 22 75 77
24300
BACH-AI-Tools
Enables access to TikTok data without watermarks, including trending users, has…
D 52 44 54 27 45 78
Showing 24251–24300 of 60387 servers
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