MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8601
Wolfe-Jam
rust-faf-mcp Claim
RMCP-powered FAF server. 8 tools. Rust-native. IANA-registered .faf format.
C 68 54 78 56 N/A 75 94 34
8602
jafforgehq
SEO Analytics MCP Claim 3
An MCP server that integrates Google Search Console and Google Analytics 4 to p…
C 68 55 45 82 N/A 29 92 85
8603
yuiseki
Edge-TTS MCP Server Claim 1
A Model Context Protocol server that provides text-to-speech functionality for …
C 68 55 71 57 25 81 97
8604
Dev-91
A Model Context Protocol (MCP) based server that efficiently manages PDF files,…
C 68 55 60 67 37 81 90
8605
diaz3618
memory-bank-mcp Claim 1
An MCP server that gives AI assistants persistent memory across sessions. It st…
C 68 54 57 30 N/A 82 92 89
8606
saikodi
hive-mcp Claim
Transforms idle LAN machines into a unified compute cluster for AI agents to of…
C 68 54 66 38 N/A 49 90 97
8607
greirson
Todoist MCP Server Claim 1
An MCP server that connects Claude with Todoist for complete task and project m…
C 68 55 49 46 83 81 92
8608
WHUT-News
Enables storing and retrieving weather forecasts with text and audio in Google …
C 68 55 78 52 26 81 95
8609
autoexecbatman
A collection of Model Context Protocol servers providing advanced capabilities …
C 68 55 92 75 N/A 26 95 33
8610
wilforlan
Suncture Healthcare MCP provides a set of specialized healthcare tools that can…
C 68 55 60 55 50 82 95
8611
roycedamien
Universal Microsoft Graph API gateway providing access to 1000+ endpoints for m…
C 68 55 78 82 48 81 41
8612
bughide010
Enables Claude to remember information about users across chats using a persist…
C 68 55 78 50 29 81 93
8613
akashlomas
SonarQube MCP Claim
A lightweight MCP for SonarQube reports
C 68 55 76 65 35 81 73
8614
keroger2k
Enables fetching content from any URL with support for different HTTP methods, …
C 68 55 78 53 24 81 94
8615
appdevlpr
Enables Large Language Models to connect to various real-world applications thr…
C 68 55 94 31 24 81 98
8616
MammothGrowth
dbt CLI MCP Server Claim
A Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI …
C 68 55 72 56 42 77 88
8617
Teninq
cdisc-mcp Claim
Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Termin…
C 68 55 72 46 32 84 100
8618
piekstra
Enables AI assistants to interact with New Relic monitoring and observability d…
C 68 55 60 38 66 81 100
8619
Augmented-Nature
PubMed MCP Server Claim
Provides comprehensive access to NCBI's PubMed database of over 36 million biom…
C 68 55 84 83 30 81 45
8620
sachitrafa
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
C 68 54 78 53 N/A 30 80 92
8621
handsomestWei
Enables AI tools to analyze Java dependencies by scanning Maven projects, decom…
C 68 55 86 75 N/A 48 95 19
8622
yujaeyun
learnlog-mcp Claim
C 68 54 56 56 N/A 41 92 92
8623
SongT-50
Korean wholesale agriculture market data - auction prices, seasonal produce, ma…
C 68 66 96 66 50 47 78 57
8624
armmac1
Enables interaction with the Hostinger Ecommerce API to retrieve product inform…
C 68 55 60 70 21 81 100
8625
tumf
web3-mcp Claim 1
An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, …
C 68 55 51 63 54 80 95
8626
FactrueSolin
api-test-mcp Claim
api-test-mcp
C 68 55 74 62 39 81 75
8627
wyattjoh
calendar-mcp Claim 1
MCP server for accessing macOS Calendar events
C 68 54 57 58 N/A 34 90 98
8628
Nexlab-One
Provides LLMs with comprehensive knowledge about the V programming language, in…
C 68 54 80 36 N/A 24 95 94
8629
ns-personal
A basic TypeScript starter template for building Model Context Protocol (MCP) s…
C 68 55 84 82 N/A 25 95 32
8630
sergey-mamulchenko
Enables interaction with Anki desktop flashcard app through the AnkiConnect plu…
C 68 54 64 47 N/A 39 95 91
8631
alok-ahirrao
Enables AI assistants to fetch web content, search for products on Google Shopp…
C 68 55 70 68 19 81 92
8632
ToKiDoO
Provides AI agents with complete web search, crawling, and RAG capabilities thr…
C 68 55 88 31 43 81 91
8633
Luorivergoddess
MCP Geometry Server Claim 1
An MCP server that enables AI models to generate precise geometric images by pr…
C 68 55 69 100 N/A 20 95 35
8634
terrakube-io
Terrakube MCP Server Claim 1
A Model Context Protocol server that enables managing Terrakube infrastructure …
C 68 55 53 60 46 81 100
8635
Apofenic
Global MCP Server Claim
A modular MCP server that extends GitHub Copilot's capabilities through intelli…
C 68 55 86 56 18 77 86
8636
drleadflow
GHL MCP Server Claim
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
C 68 55 60 72 30 76 93
8637
AdirD
Hilanet MCP Claim
A satirical MCP server providing HR-related tools that simulate actions in a co…
C 68 54 74 58 N/A 20 90 87
8638
markbustamante77
Playwright MCP Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
C 68 55 57 100 39 81 55
8639
CodeSSRockMan
Provides tools to execute Terraform commands, analyze plan outputs for resource…
C 68 54 88 42 N/A 25 84 90
8640
advitrocks9
Provides structured, SQL-style query access to Notion databases, allowing Claud…
C 68 55 60 71 30 81 92
8641
technohead
Enables comprehensive interaction with SmartThings devices, locations, scenes, …
C 68 55 80 42 42 81 90
8642
Vanshika-Rana
Provides AI assistants with access to Payman's documentation, helping developer…
C 68 55 66 100 N/A 16 95 44
8643
marc-shade
Provides multi-provider image generation with automatic fallback across service…
C 68 55 96 28 30 80 93
8644
XGINKKK
Outlet das Cores CRM Claim 1
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
C 68 55 72 60 32 74 94
8645
memoryosscom
memoryOSS Claim
Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…
C 68 55 90 0 79 80 98
8646
anoopt
Provides real-time access to Transport for London data, enabling users to check…
C 68 55 84 91 28 81 36
8647
RaghavanSV
Exposes tmux features to AI agents for managing sessions, windows, and panes wi…
C 68 54 60 56 N/A 25 92 100
8648
MR901
mcp-plots Claim 1
MCP server for data visualization with Mermaid charts.
C 68 54 69 38 N/A 55 95 84
8649
rftsngl
Track SpaceX’s latest and upcoming launches. Fetch company information to add c…
C 68 54 72 33 N/A 40 95 95
8650
slhad
slhad-aha-mcp Claim
A TypeScript MCP server for Home Assistant, enabling programmatic management of…
C 68 66 100 70 0 66 81 94
Showing 8601–8650 of 58073 servers
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