MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26518
Scored
1628
Verified
16957
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7751
JacerOmri
OpenAPI MCP Server Claim
A command-line tool that transforms any OpenAPI service into a Model Context Pr…
B 70 55 88 67 50 81 52
7752
adisaputra10
MCP Datadog Playcourt Claim 1
Enables monitoring and querying of Datadog metrics for Kubernetes clusters, APM…
B 70 55 78 67 24 71 96
7753
ibbykhazanchi
Enables interaction with Athena Health's API for comprehensive healthcare pract…
B 70 55 78 61 16 81 99
7754
hanweiit007
HotNews MCP Server Claim 1
Provides real-time hot trending topics and heat indices from nine major Chinese…
B 70 55 78 87 41 82 51
7755
roboulos
Automates FreshBooks invoicing and time tracking through Claude, allowing users…
B 70 55 78 71 24 81 80
7756
jkf87
Weather MCP Server Claim
Provides real-time weather information for major South Korean cities using the …
B 70 55 56 82 40 83 82
7757
kevindarstNBB
Search horse boarding facilities and trainers across 44 US states.
B 70 44 60 N/A N/A 37 81 98
7758
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7759
AlexHerranr
MCP Spreadsheets Claim 1
Provides comprehensive control over Google Sheets to read, write, format, and m…
B 70 55 84 55 27 82 91
7760
chromewillow
Grey Hack MCP Server Claim 1
A Model Context Protocol server that enhances Grey Hack game development by pro…
B 70 55 79 67 18 80 91
7761
Cactusinhand
mcp_server_notify Claim 1
A MCP server that send desktop notifications with sound effect when agent tasks…
B 70 54 59 61 N/A 48 89 94
7762
aguaitech
A simple server that enables CRUD operations on Elementor data for WordPress pa…
B 70 55 68 70 27 81 95
7763
DynamicEndpoints
Huntress-MCP-Server Claim 1
MCP server for Huntress API integration
B 70 55 53 72 46 80 100
7764
stackzero-labs
stackzero-labs/mcp Claim 2
A model context protocol server that enables applications to use stackzero-labs…
B 70 55 53 87 N/A 59 95 54
7765
vespo92
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
B 70 55 65 41 82 81 92
7766
hew
Enables AI agents to create and manage video compilations through n8n workflows…
B 70 55 78 68 25 76 89
7767
readmigo
shipkit Claim
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese s…
B 70 54 84 43 N/A 55 75 90
7768
Mathankarthik18
Enables AI assistants to securely interact with the Corpus Tracker application …
B 70 55 60 82 30 81 87
7769
Fast-Transients
Lodgify MCP Server Claim
Enables interaction with the Lodgify vacation rental API to manage properties, …
B 70 55 72 43 60 81 96
7770
DibyaRanjan1
A remote Model Context Protocol server that extracts YouTube video transcripts …
B 70 55 62 66 48 80 90
7771
han-517
Scholar MCP Claim
Enables searching and retrieving academic papers from arXiv and DBLP databases …
B 70 55 84 100 26 81 36
7772
yusufsenyer
Provides weather data using Open-Meteo API with support for current weather, 24…
B 70 55 78 100 21 81 50
7773
arslankhanali
Enables interaction with Apple Notes on macOS through AppleScript, allowing use…
B 70 55 54 74 N/A 26 95 94
7774
ibm-ecm
Enables AI agents to interact with IBM FileNet Content Manager for document and…
B 70 55 78 36 73 81 86
7775
windsornguyen
Enables web searching and local business discovery through the Brave Search API…
B 70 55 90 58 21 81 86
7776
vbrail
Provides secure access to Figma designs through Cursor IDE using a personal acc…
B 70 55 78 56 30 83 94
7777
bfrs
Enables interaction with Shiprocket shipping services to check courier rates an…
B 70 54 54 67 N/A 29 95 97
7778
Solvro
Enables querying a Neo4j knowledge graph about Wroclaw University of Science an…
B 70 55 68 67 34 81 94
7779
falahgs
Generates children's storybook illustrations in multiple art styles (3D cartoon…
B 70 55 72 71 20 81 96
7780
jb-7-jay
Enables interaction with MongoDB databases through user management tools includ…
B 70 55 78 61 21 81 98
7781
vrtornisiello
mcp-camara Claim 1
An MCP server that provides access to the Brazilian Chamber of Deputies open da…
B 70 55 63 57 47 83 98
7782
Epochal-dev
open-notebook Claim
MCP server that wraps the Open Notebook API
B 70 54 78 40 N/A 55 83 92
7783
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7784
xinthink
Reader MCP Server Claim 1
A Model Context Protocol server that connects MCP-compatible clients like Claud…
B 70 55 63 51 66 80 93
7785
marcoeg
mcp-bauplan Claim 1
A minimalist MCP server for interacting with Bauplan data tables and executing …
B 70 55 84 41 41 80 99
7786
Forge-Space
ui-mcp Claim
Forge Space MCP server for UI and backend generation via stdio transport.
B 70 54 64 25 N/A 90 92 89
7787
netlify
Netlify MCP Server Claim 1
Enables code agents to interact with Netlify services through the Model Context…
B 70 55 86 82 40 81 46
7788
akramIOT
MCP_AI_SOC_Sher Claim
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Ag…
B 70 55 78 66 39 74 87
7789
rkilchmn
ChromaDB MCP Server Claim 1
An MCP server that exposes ChromaDB vector database operations, enabling AI ass…
B 70 55 63 82 21 81 90
7790
akiojin
Model Hub MCP Claim 1
An MCP server that retrieves and provides AI model information from OpenAI, Ant…
B 70 55 63 100 44 81 52
7791
sugarforever
高德地图 Claim
高德地图
B 70 55 62 41 79 82 94
7792
Long0308
Provides access to Vietnamese stock market data and APIs from VNDirect, FireAnt…
B 70 54 72 58 N/A 22 95 94
7793
QuartzUnit
MarkGrab Claim
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube…
B 70 54 72 36 N/A 61 92 92
7794
Magic-Sauce
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
B 70 55 94 82 42 81 32
7795
spences10
mcp-turso-cloud Claim 3
MCP server for integrating Turso with LLMs
B 70 54 67 61 N/A 73 60 95
7796
rdvo
Steel Puppeteer Claim 2
A Model Context Protocol server that enables LLMs to automate web browsers usin…
B 70 55 65 66 34 81 99
7797
zhangzhongnan928
A versatile Model Context Protocol server that enables AI assistants to manage …
B 70 55 90 47 20 80 98
7798
parthashirolkar
Gmail MCP Server Claim
Enables AI applications to send emails, manage drafts, and compose professional…
B 70 54 60 65 N/A 23 95 98
7799
yanmxa
Prometheus MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to query Prometheus …
B 70 55 73 82 41 81 63
7800
SajinMohamedPe
This MCP server integrates with Azure AI Foundry's Claude deployment to provide…
B 70 55 72 61 25 81 100
Showing 7751–7800 of 33449 servers
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