MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29750
Scored
2112
Verified
16952
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15451
jonathanfischer97
The server facilitates access to Julia documentation and source code through Cl…
F 30 55 60 58 61 76 89
15452
pimisael
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
F 30 55 72 35 45 74 64
15453
PoliTwit1984
Perplexity MCP Server Claim 1 3
Enables intelligent code analysis and debugging through the Perplexity AI's API…
F 30 55 90 68 38 76 91
15454
goldensansapple
Enables AI models to interactively prompt users for input or clarification dire…
F 30 55 48 68 45 80 97
15455
SembojaTech
PostgreSQL MCP Server Claim 1 3
A Model Context Protocol server that provides read-only access to PostgreSQL da…
F 30 55 73 60 21 71 91
15456
blankbrackets
postgres-mcp Claim 1 2
F 30 54 100 60 N/A 60 90 93
15457
uju777
Search Naver (Korea's #1 search engine) for shopping prices, real-time news, an…
F 30 55 70 30 57 80 61
15458
nolan57
MCP Cron Server Claim 1 3
A standalone scheduling service providing cron-like job capabilities through th…
F 30 54 86 60 N/A 30 87 64
15459
timepointai
Timepoint MCP Claim 1
Provides structured access to a temporal knowledge platform for searching histo…
F 30 66 72 68 0 28 80 90
15460
apinetwork
piapi-mcp-server Claim 1
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
F 30 55 88 68 43 78 97
15461
heeyo-life
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
F 30 54 84 66 N/A 66 87 96
15462
adamdude828
browser-use MCP server Claim 1 2
This server provides a note storage system with a custom URI scheme, allowing u…
F 30 54 78 52 N/A 20 90 100
15463
sayranovv
Notes MCP Server Claim 1
Enables creating, managing, and searching Markdown notes with support for tags,…
F 30 54 48 25 N/A 43 90 98
15464
aklianeva
Exposes an internal engineering knowledge base to AI assistants, allowing users…
F 30 55 60 70 35 82 96
15465
botwith
xiaozhi-mcp Claim 1 2
A versatile MCP server framework that enables AI capabilities like remote contr…
F 30 55 54 33 58 70 86
15466
krishangMittal
GovNavigator Claim 1 3
An MCP server that enables users to search and navigate Madison, Wisconsin muni…
F 30 54 77 68 N/A 24 90 91
15467
dlightyupgrade
MCP Tools Claim 1
A modular multi-server architecture providing development automation, JIRA mana…
F 30 55 84 68 41 74 94
15468
NewToolAI
Imagenx MCP Server Claim 1 2
AI-powered image and video generation and processing server that supports text-…
F 30 66 90 70 90 62 77 81
15469
moyu6027
DeepSeek MCP Server Claim 1 2
A server that enhances Claude's reasoning capabilities by integrating DeepSeek …
F 30 55 60 35 31 74 86
15470
CorefluxCommunity
Coreflux MQTT MCP Server Claim 1 2
A Model Context Protocol server that connects to Coreflux MQTT brokers, enablin…
F 30 55 71 43 47 74 95
15471
mwnickerson
BloodHound MCP Server Claim 1
Enables security professionals to query and analyze Active Directory attack pat…
F 30 55 90 43 57 76 93
15472
ZhouhaoJiang
xiaozhi-mcp Claim 1
A framework for extending AI capabilities through remote control, calculations,…
F 30 55 54 43 35 76 89
15473
Jadael
Ollama MCP Server Claim 1 2
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
F 30 54 90 55 N/A 47 84 92
15474
chiziuwaga
Exposes Vercel AI SDK Core capabilities (generateObject, generateText, streamTe…
F 30 55 72 72 18 77 78
15475
n-r-w
Provides LLMs with persistent memory across conversations using a knowledge gra…
F 30 55 94 74 57 80 83
15476
ahmaxdev
gitrama-mcp Claim 1
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
F 30 54 66 30 61 90 95
15477
mrexodia
user-feedback-mcp Claim 1
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline an…
F 30 54 66 55 N/A 48 87 97
15478
dappierai
dappier Claim 1
Enable fast, free real-time web search and access premium data from trusted med…
F 30 55 76 66 46 83 90
15479
ericzakariasson
A proof-of-concept Model Context Protocol server that enables LLM applications …
F 30 55 54 26 21 76 90
15480
82ch
MCP-Dandan Claim 1
Real-time security framework for MCP servers that detects and blocks malicious …
F 30 54 84 43 N/A 66 88 61
15481
Mahad-007
Personalize your study with on‑demand tutoring that generates tailored lessons …
F 30 54 66 68 N/A 34 84 90
15482
Vadimber2
Provides AI-powered selection and generation of specialized system prompts from…
F 30 55 72 62 29 80 92
15483
Barnettxxf
Translation MCP Server Claim 1 2
An AI-driven text translation service supporting 20+ languages, based on the Mo…
F 30 55 72 58 21 80 85
15484
duckmak14
Netbox MCP Server Claim 1
A powerful integration server that combines Netbox's network infrastructure man…
F 30 55 60 30 24 76 87
15485
yoshiko-pg
o3-search MCP Claim 1 2
An MCP server that enables web search capabilities using OpenAI's o3 model, all…
F 30 55 51 70 79 80 94
15486
alizdavoodi
MCPDocSearch Claim 1
This project provides a toolset to crawl websites wikis, tool/library documenti…
F 30 54 70 36 N/A 45 90 100
15487
DappierAI
dappier-mcp Claim 1
Enable fast, free real-time web search and access premium data from trusted med…
F 30 55 76 63 46 80 90
15488
Fibery-inc
fibery Claim 1
Interact with your Fibery workspace.
F 30 55 84 65 50 83 88
15489
lieyanqzu
sbwsz-mcp Claim 1
Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sb…
F 30 66 80 61 0 64 80 90
15490
MuhammadIndar
MCP-RLM Claim 1
An implementation of the Recursive Language Models architecture that enables AI…
F 30 55 64 40 57 76 76
15491
Cedricnator
An example MCP server demonstrating how to create custom tools for LLMs like Cl…
F 30 54 72 60 N/A 29 94 100
15492
kennethreitz
MCP-AppleMusic Claim 1
Facilitates controlling Apple Music on macOS via AppleScript through MCP comman…
F 30 54 66 20 N/A 54 84 99
15493
Lakphy
Dot MCP Claim 1
Enables AI assistants to send text notifications with titles, messages, signatu…
F 30 55 72 66 47 80 91
15494
orangebread
SpecLinter MCP Claim 1 2
An AI-powered tool that transforms natural language specifications into structu…
F 30 66 96 100 95 37 76 95
15495
7836246
claude-team-mcp Claim 1 2
🤖 Multi-Agent MCP Server - Let Claude Code / Windsurf / Cursor orchestrate GPT,…
F 30 55 90 61 N/A 80 76 91
15496
Abrak98
Obsidian MCP Claim 1
Enables AI agents to manage Obsidian vaults through full CRUD operations, wikil…
F 30 54 72 33 N/A 48 92 91
15497
Rev4nchist
A hybrid Python and Node.js MCP server that integrates Playwright browser autom…
F 30 55 76 41 30 80 90
15498
marcelaborgarello
ginialtech-mcp Claim 1
Enforces GINIALTECH project conventions and protects critical files while provi…
F 30 54 54 0 N/A 32 90 99
15499
andreasHornqvist
A template for creating and connecting custom tools to Cursor IDE using Model C…
F 30 55 78 91 45 76 52
15500
Moon7z
Automates job searching and initial communication on the Boss Zhipin platform b…
F 30 55 78 71 27 76 85
Showing 15451–15500 of 50515 servers
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