MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8851
hugobiais
Wordware MCP Server Claim 1
A Model Context Protocol server implementation that integrates Wordware flows a…
C 68 54 77 35 N/A 40 95 85
8852
mylxsw
Enables text-to-speech conversion using Minimax AI's voice synthesis API with a…
C 68 55 76 46 39 80 91
8853
canvrno
Proxmox MCP Server Claim 1
A Python-based server enabling interaction with Proxmox hypervisors. It support…
C 68 55 50 68 41 80 100
8854
MikeyBeez
MCP Reminders Claim
A simple system that allows Claude to leave and manage notes for itself across …
C 68 55 84 75 N/A 26 95 41
8855
NakiriYuuzu
SwaggerMcp Claim
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
C 68 55 78 72 42 81 57
8856
MinecraftCodeFoundary
Connects AI agents to Minecraft servers via RCON to execute commands, monitor l…
C 68 55 66 46 46 80 99
8857
FelipeCararo
Provides weather information for the United States through the Model Context Pr…
C 68 54 54 61 N/A 27 94 100
8858
block
Square MCP Server Claim
A server that enables interaction with Square's API via Goose, supporting queri…
C 68 55 80 38 59 80 80
8859
akash-network
Akash MCP Server Claim
A TypeScript server implementing the Model Context Protocol that enables AI age…
C 68 55 48 61 60 78 98
8860
kfnzero
Mantis MCP Server Claim 1
A Model Context Protocol (MCP) service that enables integration with Mantis Bug…
C 68 55 60 100 53 80 41
8861
davidkingzyb
SCAST MCP Server Claim 1
Converts code into UML diagrams and flowcharts through static analysis, enablin…
C 68 55 72 58 49 71 86
8862
TORIFUKUKaiou
Enables counting characters or bytes in text with options to include or exclude…
C 68 54 48 65 N/A 40 95 92
8863
andrewstephenson-v1
Azure Assistant MCP Claim 2
Enables natural language exploration of Azure environments by generating and ex…
C 68 55 68 91 36 80 51
8864
wyattjoh
calendar-mcp Claim 1
MCP server for accessing macOS Calendar events
C 68 54 57 58 N/A 34 90 98
8865
refined-element
lightning-enable-mcp Claim 1
Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create i…
C 68 55 90 43 49 58 94
8866
simplicianokelly52
comet-mcp Claim 2
An MCP server that connects Claude to Perplexity Comet for agentic web browsing…
C 68 55 63 56 N/A 51 80 91
8867
Dev-91
A Model Context Protocol (MCP) based server that efficiently manages PDF files,…
C 68 55 60 67 37 81 90
8868
Scrapezy
Scrapezy MCP Server Claim 2
Extract structured data from websites using AI models. Simplify data extraction…
C 68 55 45 65 N/A 58 86 91
8869
junaidrahim
Provides real-time weather data and air quality information for geographic coor…
C 68 55 76 42 41 82 96
8870
mrgoonie
Todo MCP Server Claim 1
A Model Context Protocol server for managing todo lists and items with advanced…
C 68 54 59 60 N/A 19 95 99
8871
kongyo2
ステラリスのmodding支援用MCPサーバーです。SteamCMD APIとGitHub APIを使用して、mod開発者に必要な最新情報を提供します。
C 68 55 66 100 43 81 40
8872
tatn
This server provides a tool to generate unified diffs between two text strings,…
C 68 55 78 83 38 81 47
8873
azionlearn-cloud
A Model Context Protocol server template deployed on Azion Edge Computing Netwo…
C 68 55 63 70 27 81 93
8874
moonraker46
sql2odata-mcp Claim 1
An MCP server that translates SQL statements into OData v4 query syntax, suppor…
C 68 55 55 55 53 82 95
8875
mymcp-fun
Provides professional Chinese astrology calculations including Four Pillars, Fi…
C 68 55 60 63 60 83 76
8876
MUSE-CODE-SPACE
content-genie Claim 1
AI Content Creation Assistant for Korean creators - Trend analysis & SEO
C 68 55 68 100 N/A 50 95 11
8877
terrymunro
MCP MITM Mem0 Claim
Intercepts Claude conversations via MITM proxy and stores them in Mem0, enablin…
C 68 55 66 63 26 81 93
8878
sdi2200262
eClass MCP Server Claim 1
An MCP server that enables AI agents to authenticate with and interact with Ope…
C 68 55 75 63 37 76 79
8879
zengxiaolou
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
C 68 54 54 58 N/A 40 95 92
8880
chillitray
Integrates LLMs with the Zintlr sales intelligence platform to search for prosp…
C 68 55 84 41 30 78 97
8881
HeTalksInMaths
ToGMAL MCP Server Claim
Provides real-time, privacy-preserving analysis of LLM interactions to detect p…
C 68 54 96 33 N/A 22 95 80
8882
Arindam200
reddit-mcp Claim 1
Model Context Protocol server implementation for Reddit
C 68 55 57 51 N/A 54 81 98
8883
MR901
mcp-plots Claim 1
MCP server for data visualization with Mermaid charts.
C 68 54 69 38 N/A 55 95 84
8884
yuandeshoulian
Enables text-to-image generation through the ModelScope platform using the Qwen…
C 68 55 72 100 21 78 50
8885
jaksm
Enables AI-powered semantic search through Expo SDK documentation across multip…
C 68 66 100 77 0 52 82 96
8886
cuongdev
A Model Context Protocol server that integrates with AWS CodePipeline, allowing…
C 68 55 85 58 25 82 75
8887
Sjotie
Notion MCP Server Claim 1
A Model Context Protocol server that connects Claude and other AI assistants to…
C 68 55 71 100 25 81 48
8888
drleadflow
GHL MCP Server Claim
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
C 68 55 60 72 30 76 93
8889
mgraczyk
JSON Query MCP Claim 1
A Model Context Protocol server for querying large JSON files using JSONPath ex…
C 68 55 55 100 N/A 28 95 46
8890
puran-water
Enables natural language control of anaerobic digestion modeling using the inte…
C 68 55 90 38 37 76 91
8891
newerton
Mercado Livre MCP Server
C 68 55 66 57 48 81 83
8892
SergiFuster
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
C 68 54 72 58 N/A 18 87 93
8893
infinitimeless
LMStudio-MCP Claim
A bridge that allows Claude to communicate with locally running LLM models via …
C 68 54 60 41 N/A 51 92 99
8894 C 68 55 80 75 N/A 24 95 49
8895
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 55 66 100 N/A 30 95 33
8896
ishuru
Open MCP Server Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 55 96 82 30 81 30
8897
miekxd
Provides LLMs with full PostgreSQL database access, including tools for query e…
C 68 55 72 42 40 81 100
8898
nabid-pf
Enables Claude to interact with MongoDB databases through natural language, sup…
C 68 55 72 58 19 81 97
8899
andrianthan
Enables AI-powered media manipulation including face swapping for videos and ph…
C 68 55 60 72 30 81 92
8900
yincongcyincong
An MCP server for interacting with VictoriaMetrics database.
C 68 54 71 50 N/A 27 89 95
Showing 8851–8900 of 67197 servers
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