MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29750
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15601
h3ro-dev
Connects AI assistants to personal lifelog data from Limitless AI, enabling use…
F 30 55 100 71 45 80 90
15602
glommer
codemogger Claim 1
A local code indexing and search library that enables AI agents to perform sema…
F 30 54 78 61 N/A 77 90 92
15603
MuhammadIndar
MCP-RLM Claim 1
An implementation of the Recursive Language Models architecture that enables AI…
F 30 55 64 40 57 76 76
15604
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
15605
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
15606 F 30 54 60 68 N/A 59 90 73
15607
liaosiqian
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
F 30 54 54 56 N/A 36 90 91
15608
Watashicuvu
A narrative graph engine that enables LLMs to generate, track, and mutate compl…
F 30 55 76 58 48 74 92
15609
jonathanfischer97
The server facilitates access to Julia documentation and source code through Cl…
F 30 55 60 58 61 76 89
15610
MaykolMedrano
mcp-bcrp Claim 1
Provides access to over 5,000 macroeconomic indicators from the Banco Central d…
F 30 55 76 36 73 80 91
15611
NOVA-3951
Fastmail MCP Server Claim 1
Enables AI assistants to securely access and search Fastmail emails via the JMA…
F 30 55 66 40 24 81 97
15612
Jeff-Emmett
Gemini MCP Server Claim 1 2
Integrates Google Gemini API capabilities into Claude Code, supporting text gen…
F 30 55 90 47 27 77 91
15613
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
15614
mathematic-inc
par5-mcp Claim 1
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
F 30 54 78 56 N/A 79 84 93
15615
membranehq
mcp-server Claim 1
MCP Server for Membrane
F 30 55 80 42 N/A 60 80 67
15616
Tuguberk
openGlad Claim 1
openGlad is an MCP server that provides AI agents with tools for loss-preventio…
F 30 66 90 74 100 51 76 89
15617
alexbakers
mcp-ipfs Claim 1
upload and manipulation of IPFS storage
F 30 55 60 71 52 77 81
15618
Gyeom
md2confluence-mcp Claim 1 2
Upload Markdown to Confluence with auto-converted Mermaid diagrams, code blocks…
F 30 55 90 71 58 76 93
15619
skitzo2000
Enables AI agents to interact with Discord by sending notifications, creating c…
F 30 55 68 35 25 80 89
15620
blbl147
blbl147-xhs-mcp Claim 1
搜索笔记、浏览首页推荐、查看笔记内容与评论,并发表你的评论。直接在工作流中与小红书内容互动,高效跟进话题。
F 30 66 56 40 0 26 71 93
15621
moimran
EVE-NG MCP Server Claim 1 3
A Model Context Protocol server that enables LLMs to manage network topologies,…
F 30 55 57 66 28 82 93
15622
emmy-design
Webasyst MCP Server Claim 1 2
Enables AI-assisted development for Webasyst framework projects, including crea…
F 30 54 84 26 N/A 52 80 80
15623
hoangnb24
MCP Code Mode Claim 1 2
Enables AI agents to write and execute Python code in an isolated sandbox that …
F 30 54 78 68 N/A 27 87 95
15624
fenxer
Steam Review MCP Claim 1
Enables LLMs to retrieve and analyze Steam game reviews, providing access to re…
F 30 55 80 100 56 80 44
15625
runbookai
Runbook Claim 1
Run your own runbooks from Claude Desktop. You can create your runbooks and ex…
F 30 55 48 22 49 74 83
15626
iridite
Provides free Bing search capabilities without an API key, with smart language …
F 30 54 88 41 50 90 81
15627
etbars
vibetrader-mcp Claim 1 2
AI-powered trading bot platform. Create automated trading strategies with natur…
F 30 55 76 41 40 80 89
15628
raccoonaihq
Raccoon AI MCP Server Claim 1 3
A Model Context Protocol server that enables web browsing, data extraction, and…
F 30 55 45 57 20 76 90
15629
jmanhype
MCP Flux Studio Claim 1 2
A server that integrates Flux's advanced image generation and manipulation feat…
F 30 55 96 72 52 78 98
15630
jhgaylor
HireBase MCP Server Claim 1
Provides tools to interact with the HireBase Job API, enabling users to search …
F 30 55 68 41 57 78 92
15631
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
15632
shifusen329
doc-lib-mcp Claim 1 2
A Model Context Protocol server for ingesting, chunking and semantically search…
F 30 55 63 58 31 76 92
15633
PaulieB14
subgraph-registry-mcp Claim 1
Discover and query 15,500+ classified subgraphs on The Graph Network
F 30 54 90 51 N/A 70 90 92
15634
ZhouhaoJiang
xiaozhi-mcp Claim 1
A framework for extending AI capabilities through remote control, calculations,…
F 30 55 54 43 35 76 89
15635
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
15636
ericzakariasson
A proof-of-concept Model Context Protocol server that enables LLM applications …
F 30 55 54 26 21 76 90
15637
Mahad-007
Personalize your study with on‑demand tutoring that generates tailored lessons …
F 30 54 66 68 N/A 34 84 90
15638
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
15639
ssql2014
Provides programmatic access to Arcas OnlineEDA platform for electronic design …
F 30 55 96 72 44 76 72
15640
ip2location-com
IP Geolocation MCP server using IP2Location.io API to ease the query of geoloca…
F 30 55 60 35 64 82 94
15641
Lakphy
Dot MCP Claim 1
Enables AI assistants to send text notifications with titles, messages, signatu…
F 30 55 72 66 47 80 91
15642
odysa
RDF4J MCP Server Claim 1 3
An MCP server that enables AI-powered exploration of RDF data and SPARQL queryi…
F 30 55 63 25 40 80 94
15643
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
15644
andreasHornqvist
A template for creating and connecting custom tools to Cursor IDE using Model C…
F 30 55 78 91 45 76 52
15645
FelippeFarias
Refine Prompt Claim 1 2
An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into st…
F 30 55 57 61 45 80 98
15646
rlaput
Azure Logs MCP Claim 1
Enables querying Azure Application Insights logs by order number through natura…
F 30 55 72 73 54 76 89
15647
sally-labs
Sally MCP Server Claim 1
Enables MCP clients to interact with Sally AI assistant using x402 blockchain-b…
F 30 55 88 68 53 74 91
15648
manascb1344
A Model Context Protocol server that enables high-quality image generation usin…
F 30 55 75 68 44 76 99
15649
Vadimber2
Provides AI-powered selection and generation of specialized system prompts from…
F 30 55 72 62 29 80 92
15650
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
Showing 15601–15650 of 50515 servers
« Prev 1 311 312 313 314 315 1011 Next »