MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29562
Scored
2112
Verified
16952
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6351
stefanskiasan
Enables the generation of images using Together AI's models through an MCP serv…
B 72 55 78 68 38 78 91
6352
Cheffromspace
mcp-nextcloud-calendar
B 72 55 78 72 51 80 74
6353
GeLi2001
Reddit MCP Tool Claim
Enables browsing and searching Reddit content through read-only tools that acce…
B 72 55 68 82 25 81 95
6354
longmaba
JIRA MCP Server Claim
Enables AI assistants to search, view, create, and update JIRA issues using nat…
B 72 55 86 63 26 81 89
6355
laris-co
Oracle MCP Claim 2
Enables semantic search and knowledge management for storing and querying princ…
B 72 55 78 100 N/A 27 87 47
6356
datamoc
Enables AI-powered portfolio analysis for Wealthfolio, allowing Claude to query…
B 72 54 78 53 N/A 34 95 91
6357
meetdhanani17
xgmem Claim 2
A TypeScript-based MCP server that provides project-specific knowledge graph me…
B 72 55 94 83 43 82 44
6358
Junhan2
Enables AI image generation, editing, composition, and style transfer in Claude…
B 72 55 60 77 47 81 94
6359
LumabyteCo
clarifyprompt Claim
AI prompt optimization for 58+ platforms across 7 categories with custom platfo…
B 72 54 60 58 N/A 76 81 94
6360
danielrosehill
Manages installation and configuration of MCP servers across multiple clients (…
B 72 55 86 57 27 81 95
6361
dfrho
MCP Weather Server Claim
Provides real-time weather forecasts and active weather alerts for US locations…
B 72 55 74 62 32 83 100
6362
imgwho
cwprep-mcp Claim
Generating Tableau Prep data flow (.tfl) files
B 72 55 84 40 61 83 90
6363
BrightWayAI
video-analyzer Claim
Analyze videos: extract frames, transcribe audio, generate storyboard breakdown…
B 72 54 72 62 N/A 27 95 93
6364
Mossaka
Automatically installs and containerizes MCP servers from GitHub repositories u…
B 72 55 90 91 44 81 40
6365
tgeselle
bugsnag-mcp Claim 2
An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
B 72 55 75 66 28 82 100
6366
nik-sharky
An MCP server that enables web search capabilities by integrating with a SearXN…
B 72 54 73 61 N/A 28 92 95
6367
alisaitteke
photoshop-mcp Claim 2
MCP server for Adobe Photoshop automation - control Photoshop from AI assistants
B 72 54 75 58 N/A 33 87 100
6368
markschaake
brain-mcp Claim 1
An MCP server that provides persistent semantic memory backed by PostgreSQL and…
B 72 54 63 75 35 90 88
6369
mohemohe
An MCP server that enables text-to-speech generation and phonetic kana conversi…
B 72 54 69 70 N/A 21 90 100
6370
lowprofix
n8n MCP Server Claim
A Master Control Program server that provides workflow validation tools and bes…
B 72 55 96 71 21 76 76
6371
PhialsBasement
Kobold MCP Server Claim
A server enabling integration between KoboldAI's text generation capabilities a…
B 72 55 78 82 41 81 68
6372
Meerkats-Ai
A Model Context Protocol server that integrates with NeverBounce API to validat…
B 72 55 77 68 21 81 100
6373
sdpa
Provides real-time stock quotes, historical price data, financial news, and mul…
B 72 55 86 56 25 81 100
6374
keegancsmith
An MCP server providing read-only access to Linear issues for language models, …
B 72 55 61 70 43 82 100
6375
dddabtc
winremote-mcp Claim
Windows Remote MCP Server — 40+ tools for desktop automation, process managemen…
B 72 54 76 33 N/A 81 87 88
6376
vdmeu
registrum-mcp Claim 2
UK Companies House data via the Registrum API — search companies, get enriched …
B 72 55 74 100 39 83 50
6377
i2y
A Go adapter that bridges LangChain Go tools with Model Context Protocol (MCP) …
B 72 54 60 57 N/A 48 95 100
6378
halilural
Electron MCP Server Claim 1
A Model Context Protocol server that provides comprehensive Electron applicatio…
B 72 54 57 65 N/A 49 95 93
6379
skysqlinc
skysql-mcp Claim
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL an…
B 72 55 68 68 45 76 99
6380
bx33661
wireshark-mcp Claim 1
Professional network analysis with tshark. Security audits, deep-dives, and thr…
B 72 54 76 22 N/A 84 90 94
6381
browsermcp
mcp Claim
Automate your local Chrome browser
B 72 55 68 60 N/A 50 80 99
6382
GangGreenTemperTatum
Shodan MCP Server Claim
Enables comprehensive security reconnaissance, vulnerability assessment, and th…
B 72 55 78 55 45 81 95
6383 B 72 54 62 66 N/A 40 90 95
6384
ShenghaiWang
xcodebuild Claim
Build iOS Xcode workspace/project and feed back errors to llm.
B 72 54 78 52 N/A 48 87 92
6385
gogouravr
FastMCP Demo Claim
A demonstration TypeScript MCP server that showcases basic MCP concepts with si…
B 72 55 84 83 N/A 28 95 51
6386
bymcs
Enables interaction with Microsoft SQL Server and Azure SQL databases through n…
B 72 55 72 67 33 80 98
6387
diegofornalha
Docker MCP Claim
Enables Docker container management directly through Claude using the Model Con…
B 72 55 90 58 23 81 94
6388
LyuboslavLyubenov
Solodit MCP Server Claim
A server that allows searching and retrieving Solodit vulnerability reports thr…
B 72 55 82 57 28 81 100
6389
Stellarhold170NT
Enables AI agents to interact with VnExpress news content through RSS feeds, ad…
B 72 55 82 62 27 82 95
6390
newerton
Status Invest MCP Server
B 72 55 66 57 69 82 87
6391
mugoosse
Sitemap MCP Server Claim
Sitemap MCP Server
B 72 55 78 60 43 81 93
6392
santis84
MCP RAG Claim
A complete MCP server for Retrieval-Augmented Generation with file management a…
B 72 55 72 56 45 81 100
6393
vivek100
SupaMCPBuilder Claim 1
A runtime-configurable MCP server for Supabase databases that enables dynamic t…
B 72 55 78 68 32 76 96
6394
robbhimself-1337
claude-army Claim
Orchestrate multiple Claude Code agents in parallel from chat
B 72 55 90 75 N/A 32 95 48
6395
apeyroux
MCP XMind Server Claim 2
A Model Context Protocol server that allows intelligent analysis and querying o…
B 72 55 45 100 N/A 54 95 63
6396
arslanmanzoorr
A production-ready reasoning engine that integrates Claude AI with specialized …
B 72 55 84 62 24 78 97
6397
mbailey
voicemode Claim
Natural voice conversations with Claude Code
B 72 55 84 20 N/A 85 81 97
6398
teddylee777
Dify MCP Server Claim 1
A server implementation that enables integration of Dify workflows with Model C…
B 72 55 96 55 20 78 97
6399
MyunghoBae
Provides secure and efficient tools for codebase analysis, including file manag…
B 72 55 60 60 70 81 93
6400
ampcome-mcps
Enables sending WhatsApp Business messages including text, media, interactive l…
B 72 55 84 91 42 81 49
Showing 6351–6400 of 46593 servers
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