MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29948
Scored
2112
Verified
16953
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24251
vanachterjacob
A server that provides standardized development rules and context for Business …
D 53 44 56 37 34 81
24252
vasayxtx
MCP server for managing and serving dynamic prompt templates using elegant and …
D 53 43 33 33 N/A 66 89
24253
Cognitive-Stack
Enables AI systems to analyze documents and extract form data through Azure For…
D 53 44 48 57 20 81
24254
Rixmerz
BigContext MCP Claim
Enables working with large documents of any size by intelligently segmenting th…
D 53 43 48 40 N/A 24 95
24255
AlexanderVTr
Automatically organizes files in your Downloads folder by categorizing them int…
D 53 43 56 30 N/A 23 95
24256
MatheusgVentura
An API that enables document querying through a Retrieval-Augmented Generation …
D 53 44 42 66 18 81
24257
ag2-mcp-servers
This server enables interacting with the National Digital Health Mission's Heal…
D 53 44 60 40 21 81
24258
Banyango
ReciMCP Claim
A lightweight Python-based MCP server for managing recipes and favorite collect…
D 53 43 44 47 N/A 27 91
24259
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
24260
icatw
UML MCP Claim
Enables AI assistants to generate UML diagrams through natural language by rend…
D 53 44 54 41 31 81
24261
BillDuke13
A Cloudflare Worker that analyzes source code to provide comprehensive explanat…
D 53 44 64 23 36 81
24262
ag2-mcp-servers
This server enables interaction with Google's Video Intelligence API for advanc…
D 53 44 60 47 21 76
24263
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
24264
HuaiyuZhang
Enables users to query ClinicalTrials.gov using natural language instead of com…
D 53 44 48 47 34 81
24265 D 53 33 44 N/A N/A 13 95
24266
dotemacs
Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Regi…
D 53 43 34 58 N/A 24 94
24267
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
24268
sequa-ai
sequa-mcp Claim
Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools kn…
D 53 44 42 38 52 83
24269
elbruno
Sample MCP Server and MCP client with Aspire
D 53 43 56 12 N/A 45 95 HT
24270
saidsef
A Model Context Protocol (MCP) application for automated GitHub PR analysis and…
D 53 55 70 43 0 75 80
24271
mschuchard
A third-party MCP server for interacting with HashiCorp Vault to manage ACL pol…
D 53 44 50 30 49 81
24272
pwntato
Enables LLMs to dynamically discover and execute tools through a structured ski…
D 53 44 56 30 43 81
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
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides a natural language int…
D 53 44 60 40 21 81
24275
ag2-mcp-servers
A Multi-Agent Conversation Protocol server for interacting with Google Play Gam…
D 53 44 60 42 21 81
24276
ag2-mcp-servers
Enables interaction with Zoom services through the Zoom API. Provides access to…
D 53 44 60 42 21 81
24277
flightctl
Provides read-only access to query and retrieve information about devices, flee…
D 53 44 56 41 28 81
24278
yoniassia
Provides access to a comprehensive financial intelligence platform featuring re…
D 53 44 54 38 36 80
24279
stefanwatt
A TypeScript-based Model Context Protocol (MCP) server template built with mcp-…
D 53 43 48 55 N/A 21 80
24280
tuankiet1708
Fetches GitHub pull request information including file changes, diffs, and meta…
D 53 44 64 38 19 81
24281
pomazanbohdan
memory-mcp-1file Claim
A self-contained Memory server with single-binary architecture (embedded DB & m…
D 53 43 42 28 N/A 55 91
24282
plutzilla
A server that enables AI assistants to interact with the Omnisend marketing pla…
D 53 44 48 35 49 81
24283 D 53 33 42 N/A N/A 15 95
24284
ag2-mcp-servers
An MCP Server that enables interaction with Google's Organization Policy API, a…
D 53 43 45 47 N/A 21 95
24285
basementstudio
MCP Three Claim
Enables working with 3D models by converting GLTF/GLB files into React Three Fi…
D 53 44 48 52 26 81
24286
guinnessNet
Maipharm Domae MCP Claim 1
Enables integrated search and ordering across eight pharmaceutical wholesalers …
D 53 43 54 32 N/A 32 89
24287
BACH-AI-Tools
Enables access to comprehensive Indian stock market data from the NSE and BSE, …
D 53 44 50 50 27 81
24288
wklee610
kafka-mcp Claim 1
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer …
D 53 44 41 28 68 80
24289
AdiXgit
A lightweight tool that uses Mistral AI running locally to generate structured …
D 52 43 42 47 N/A 18 95
24290
harold-moncaleano
A web application that enables users to interact with AWS Bedrock language mode…
D 52 44 54 46 19 81
24291
Beefsupreme21
Strava MCP Server Claim
Enables AI assistants to retrieve and display Strava activity data including wo…
D 52 43 48 37 N/A 21 95
24292
jmagar
Docker Manager MCP Claim
Enables AI assistants to manage Docker containers, deploy stacks, and monitor s…
D 52 44 42 53 31 81
24293
skills
Learn how to use MCP Servers with GitHub Copilot
D 52 43 46 17 N/A 51 95
24294
Harnishnava
Fetch Pokémon data from PokéAPI
D 52 44 44 61 15 81
24295
sharebook-kr
pykrx Claim
D 52 43 42 21 N/A 55 94
24296
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
24297
Valerio357
bet-mcp Claim
Football bets mcp
D 52 44 48 28 48 82
24298
nana-tajima-pro
This project enables running a custom remote MCP server on Azure Functions with…
D 52 43 50 20 N/A 39 95
24299
ismail-kattakath
A nix flake for configuring Model Context Protocol (MCP) servers across support…
D 52 43 60 7 N/A 45 94 NI
24300
rebots-online
Transforms text or web content into structured knowledge graphs using local AI …
D 52 43 42 38 N/A 28 95
Showing 24251–24300 of 60387 servers
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