MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3351
DeveloperZo
Enables batch audio processing and optimization using FFmpeg with preset config…
B 76 54 78 65 N/A 46 92 91
3352
skeptomai
KiCad MCP Server Claim
Enables natural language search and exploration of KiCad component symbol libra…
B 76 54 78 56 N/A 43 95 100
3353
muammar-yacoob
Unity MCP Claim
Provides real-time control of Unity Editor through natural language commands. E…
B 76 54 66 58 N/A 67 95 96
3354
powerstar13
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
B 76 55 86 56 55 83 98
3355
WaltXin
Provides tools to fetch and analyze credit card data with filtering options for…
B 76 66 72 86 96 30 81 79
3356
nyko-ai
Provides production-ready implementation patterns for features like authenticat…
B 76 55 90 62 47 81 89
3357
snahrup
Enables AI assistants to interact with Microsoft Fabric and Power BI services t…
B 76 55 94 58 39 81 98
3358
nice-bills
dune-mcp Claim
Securely query Dune Analytics with LLMs. Features budget protection, query reus…
B 76 55 82 53 67 80 96
3359
gitskyflux
Enables interactions with Google Cloud Tasks queues and tasks through natural l…
B 76 55 86 62 48 80 99
3360
someposer
MCP OmniFocus Claim 2
A Model Context Protocol server that enables automation and management of OmniF…
B 76 55 53 100 N/A 41 95 85
3361
199-mcp
MCP Autostarter Claim 1
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
B 76 54 90 61 N/A 23 90 100
3362
searchcraft-inc
Official MCP server for managing Searchcraft clusters, creating a search index,…
B 76 55 76 72 56 77 97
3363
vish288
mcp-coda Claim 1
MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.
B 76 54 57 68 N/A 78 83 100
3364
aleck31
Blogger MCP Server Claim 1
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
B 76 55 78 71 48 78 100
3365
ergut
mcp-logseq Claim
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assista…
B 76 54 94 41 N/A 51 90 97
3366
karanb192
HN-MCP Claim 1
Enables browsing Hacker News, searching discussions, analyzing users, and track…
B 76 55 82 100 55 81 52
3367
BenedatLLC
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
B 76 55 90 57 48 81 99
3368
jlromano
Bitbucket MCP Server Claim 1
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
B 76 55 94 52 47 81 100
3369
mattiasw
BrowserLoop Claim 1
A Model Context Protocol (MCP) server for taking screenshots of web pages using…
B 76 55 78 75 70 81 71
3370
sengokudaikon
Provides access to Perplexity AI models through two tools: ask\_perplexity for …
B 76 55 78 68 53 81 98
3371
metricool
mcp-metricool Claim
mcp-metricool
B 76 55 70 82 49 81 95
3372
JonaFly
RedNote MCP Claim
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
B 76 54 76 71 N/A 48 95 85
3373
code-alchemist01
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
B 76 55 90 100 N/A 39 95 38
3374
srclight
srclight Claim
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
B 76 54 94 28 N/A 75 89 93
3375
Vonage-Community
MCP Server that integrates various Vonage APIs as MCP tools, to make it easier …
B 76 55 90 82 57 81 59
3376
SweetsRepo
Enables AI agents to explore, search, and reference code implementation details…
B 76 54 90 62 N/A 27 95 92
3377
DeusData
Persistent codebase knowledge graph. Survives session restarts and context comp…
B 76 54 90 25 N/A 83 95 90
3378
mrsknetwork
YouTube MCP Claim
Connect AI assistants to YouTube: search, transcripts, metadata, and more.
B 76 54 66 72 57 95 89
3379
bigbugAi
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
B 76 55 72 73 52 81 97
3380
fritzprix
Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation…
B 76 54 78 68 N/A 45 95 84
3381
mjbeatty89
mcp_code_executor Claim 1
B 76 54 90 56 N/A 42 88 93
3382
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 55 86 100 49 83 48
3383
massgen
MassGen Claim
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
B 76 54 90 25 N/A 70 95 100
3384
Tairon-ai
Provides a comprehensive robotics information hub with details on frameworks li…
B 76 54 80 58 N/A 47 92 97
3385
brneto
Fabric MCP Server Claim
Provides access to Daniel Miessler's Fabric AI prompts (patterns and strategies…
B 76 55 90 58 45 81 98
3386
ideook
Revit MCP Server Claim
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
B 76 55 66 100 N/A 38 95 70
3387
xARSENICx
A beginner-friendly MCP server demonstrating core concepts with calculator oper…
B 76 55 84 100 N/A 24 95 55
3388
tugcantopaloglu
An MCP server providing AI assistants with 149 tools to fully control the Godot…
B 76 55 81 82 N/A 71 95 43
3389
tvh
Saffron MCP Server Claim
Enables AI assistants to interact with Saffron recipe management functionality,…
B 76 55 82 70 47 81 92
3390
dvvincent
VergeOS MCP Server Claim 2
Enables AI assistants to manage and monitor VergeOS virtualization platforms th…
B 76 55 86 100 45 81 53
3391
Arborist-ai
ClaudeHopper Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
B 76 54 88 58 N/A 46 90 90
3392
Noacodenoobe
Draw.io MCP Server Claim
Enables programmatic creation and management of draw.io diagrams through MCP to…
B 76 54 78 56 N/A 52 95 96
3393
rinadelph
Domain-MCP Claim
A simple MCP server that enables AI assistants to perform domain research inclu…
B 76 55 94 56 39 81 100
3394
blazickjp
Enables web browsing capabilities using BeautifulSoup4
B 76 54 90 56 N/A 41 92 91
3395
Jordan-Horner
symbols Claim
Fast polyglot source code intelligence: symbols, imports, dependencies, and imp…
B 76 54 94 25 N/A 69 95 98
3396
edition
Sales Intelligence · B2B Lead Extraction An MCP (Model Context Protocol) server…
B 76 55 60 82 47 95 91
3397
cydynamic
Enables AI agents to securely read and extract information from PDF files inclu…
B 76 55 74 68 66 81 93
3398
vedantparmar12
Enables intelligent interaction with Azure resources through natural language b…
B 76 55 84 82 48 81 75
3399
drdee
Memory MCP Claim 2
A Model Context Protocol server that allows users to store, retrieve, update, a…
B 76 55 85 100 N/A 40 90 47
3400
kimdonghwi94
Web-Analyzer-MCP Claim
Extracts clean web content for RAG and provides Q&A about web pages.
B 76 55 66 82 N/A 39 91 93
Showing 3351–3400 of 45235 servers
« Prev 1 66 67 68 69 70 905 Next »