MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7451
rodrigoai
Enables creating and managing customer records via an external API with Bearer …
B 70 55 84 58 24 80 92
7452
manimohans
Farcaster MCP Server Claim 2
Provides tools to interact with the Farcaster network, allowing AI models to fe…
B 70 55 66 100 48 80 43
7453
LassiterJ
MCP Server Starter Claim 1
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
B 70 55 68 100 43 81 44
7454
Vladim8rr2
imessage-mcp Claim
A read-only MCP server for macOS that enables users to search through iMessage …
B 70 54 60 51 N/A 61 92 89
7455
arunhotra
Enables management of F5 BIG-IP load balancers through secure authentication an…
B 70 55 74 68 23 81 93
7456
bfrs
Enables interaction with Shiprocket shipping services to check courier rates an…
B 70 54 54 67 N/A 29 95 97
7457
disruption-hub
payloadcmsmcp Claim 1
Payload CMS MCP Server
B 70 55 62 71 N/A 51 78 87 HT
7458
amcharts
amcharts5 Claim
On-demand access to amCharts 5 docs, code examples, and API reference
B 70 54 60 56 N/A 39 92 100
7459
jbkix06
Alpaca MCP Server Claim
Enables large language models to interact with Alpaca's trading infrastructure …
B 70 54 66 43 N/A 42 95 100
7460
deepsuthar496
Figma MCP Server Claim 1
A Model Context Protocol server that integrates with Figma's API, allowing inte…
B 70 55 75 65 21 81 96
7461
ship24-official
ship24-tracking Claim 1
Track any parcel by tracking number — real-time status, event history, and carr…
B 70 55 72 100 N/A 29 83 48
7462
pablof7z
MCP-NOSTR Claim
A bridge that enables AI language models to publish content to the Nostr networ…
B 70 55 60 70 46 76 94
7463
Zero056
ERPNext MCP Server Claim 1
Enables comprehensive interaction with ERPNext systems through natural language…
B 70 55 72 70 22 78 97
7464
JasonBates
Provides access to RescueTime productivity data including daily summaries, acti…
B 70 55 54 82 27 82 99
7465
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
7466
vespo92
Provides AI assistants with persistent memory through local ChromaDB vector sto…
B 70 55 78 53 43 74 95
7467
nick0918964388
Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify …
B 70 55 74 68 22 81 94
7468
Nano-Nimbus
locus Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
B 70 54 60 42 N/A 71 90 93
7469
v4lheru
generic-mcp-server Claim 1
A framework to use with AI to easily create a server for any service. Just drop…
B 70 54 66 61 N/A 24 92 100
7470
ibbykhazanchi
Enables interaction with Athena Health's API for comprehensive healthcare pract…
B 70 55 78 61 16 81 99
7471
justanotherspy
MCP Agent Memory Claim 1
A production-ready MCP server that enables multiple AI agents to collaborate th…
B 70 54 60 67 N/A 23 90 100
7472
FaithCoderLab
NicePay MCP Server Claim
Enables developers to search and access NicePay payment API documentation, incl…
B 70 55 72 100 N/A 44 95 26
7473
fr0ster
mcp-abap-adt Claim 1
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
B 70 54 90 52 N/A 84 95 28
7474
Ichigo3766
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
B 70 55 75 55 41 76 100
7475
dimascior
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
B 70 54 96 38 N/A 27 83 91
7476
mrexodia
ida-pro-mcp Claim 1
MCP server for IDA Pro, allowing you to perform binary analysis with AI assista…
B 70 54 57 41 N/A 80 90 93
7477
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
7478
znehraks
MCP Notepad Server Claim
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
B 70 54 72 60 N/A 34 92 85
7479
satomic
Enables text-to-image generation and image editing using Azure AI Foundry model…
B 70 55 96 46 22 80 93
7480
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
7481
SajinMohamedPe
This MCP server integrates with Azure AI Foundry's Claude deployment to provide…
B 70 55 72 61 25 81 100
7482
parthashirolkar
Gmail MCP Server Claim
Enable AI applications to securely send and manage emails through Gmail with mu…
B 70 54 60 65 N/A 23 95 98
7483
589411
Notion MCP Server Claim
Enables interaction with Notion workspaces through the Notion API. Provides too…
B 70 55 84 60 26 81 85
7484
guilhermelirio
Home Assistant MCP Claim
Provides tools for AI assistants to interact with smart home devices through Ho…
B 70 55 60 66 46 78 99
7485
kongyo2
This MCP server provides complete MediaWiki markup syntax documentation by dyna…
B 70 55 66 61 43 83 94
7486
ThomAub
ClickHouse MCP Server Claim 2
A Model Context Protocol server that enables Large Language Models to seamlessl…
B 70 55 71 56 38 80 100
7487
508364
Enables real-time weather queries for 400+ cities in China through the Senivers…
B 70 55 68 66 40 81 88
7488
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
7489
wpfleger96
A server that exposes PagerDuty API functionality to LLMs with structured input…
B 70 55 80 41 66 81 84
7490
Rodrigo-JM
Enables advanced pattern management and synchronization for development workflo…
B 70 55 80 65 21 81 90
7491
pauldub
AppSignal MCP Claim
Enables AI assistants to query and fetch error and performance monitoring data …
B 70 55 66 71 35 81 90
7492
sodam-ai
An MCP server for managing work logs, research results, and task checkpoints to…
B 70 54 53 60 N/A 68 92 83
7493
ron103
IMDB MCP Server Claim
Provides access to IMDB movie and person data, including searches, cast details…
B 70 55 78 55 24 83 100
7494
lfdantoni
Provides AI assistants with access to personal best practice skills and coding …
B 70 55 80 52 29 81 97
7495
ambar
simctl-mcp Claim
B 70 54 54 63 N/A 52 95 88
7496
jonfreeland
MongoDB MCP Server Claim 1
A Model Context Protocol server that provides read-only access to MongoDB datab…
B 70 55 63 62 48 82 93
7497
Toowiredd
A Model Context Protocol server that enables Docker container management throug…
B 70 55 79 65 24 71 100
7498
dynamicendpoints
etsy-mcp Claim
Search Etsy listings, fetch shop details, and explore trending products. Create…
B 70 54 78 53 N/A 23 95 89
7499
bjornhovd
Enables control and monitoring of SmartThings smart home devices through natura…
B 70 55 68 72 19 81 98
7500
fnf-deepHeading
Provides secure, read-only access to Snowflake databases through the Model Cont…
B 70 55 76 40 57 81 94
Showing 7451–7500 of 30006 servers
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