MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
551
jsoncut
Jsoncut MCP Server Claim 1
Enables AI agents to generate JSON configurations for creating images and video…
B 82 66 94 84 64 74 81 96
552
eddmann
intervals-icu-mcp Claim
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
B 82 55 66 100 46 94 95
553
hsiang119
Logseq MCP Server Claim
Connects AI assistants to Logseq knowledge graphs to read, write, and search pa…
B 82 54 86 75 N/A 50 92 99
554
human-pages-ai
humanpages Claim
Access real-world people who listed themselves to be hired by agents. Search by…
B 82 66 94 77 87 54 81 89
555
merajmehrabi
Outlook Calendar MCP Claim 1
The Outlook Calendar MCP enables Claude to directly manage Microsoft Outlook ca…
B 82 54 94 58 N/A 70 87 100
556
wyre-technology
autotask-mcp Claim 1
MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects,…
B 82 55 81 70 N/A 88 82 92
557
Dianel555
Paper Search MCP Claim 1
Enables searching and downloading academic papers from 14 platforms including a…
B 82 55 100 100 77 78 46
558
teabagkim
interview-mode Claim
Structured interviewer for Claude Code — probing questions, decision tracking, …
B 82 55 60 100 N/A 57 95 97
559
clotho2
Provides token-efficient semantic search and document retrieval by indexing PDF…
B 82 54 100 67 N/A 43 90 100
560
iconben
z-image-studio Claim
A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation…
B 82 55 96 61 N/A 78 80 93
561
shareseer
MCP to Access SEC filings, financials & insider trading data in real time using…
B 82 66 94 76 97 36 81 90
562
nguyenvanduocit
jira-mcp Claim
A Go-based MCP connector for Jira that enables AI assistants like Claude to int…
B 82 55 88 68 78 81 97
563
Krishna-Desiraju
Enables AI assistants to manage Apple Reminders on macOS using natural language…
B 82 54 94 62 N/A 52 92 100
564
Ansvar-Systems
Liechtenstein legislation via MCP — full-text search across statutes and provis…
B 82 54 71 93 N/A 51 95 92
565
laurigates
FoundryVTT MCP Server Claim 1
A Model Context Protocol server that integrates with FoundryVTT, allowing AI as…
B 82 55 85 67 83 81 94
566
nexbid-dev
discovery Claim
Search and discover advertiser products through an open marketplace for AI agen…
B 82 66 84 86 92 39 84 94
567
Ansvar-Systems
zambian-law-mcp Claim 1
Zambia legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 93 51 80 94
568
Ansvar-Systems
us-regulations-mcp Claim 1
US compliance: HIPAA, CCPA, SOX, GLBA, FERPA, COPPA, FDA, EPA, FFIEC, NYDFS + 4…
B 82 54 71 92 N/A 51 95 93
569
kuhumcst
dannet Claim 1
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
B 82 66 92 70 85 71 82 90
570
carson-see
Privacy-first document verification anchored to the public ledger.
B 82 44 80 N/A N/A 49 95 98
571
GLips
Give your coding agent access to your Figma data. Implement designs in any fram…
B 82 54 84 70 N/A 88 83 87
572
Nam0101
android-mcp-toolkit Claim 1
A growing collection of MCP tools for Android Development. Currently features a…
B 82 55 82 100 N/A 54 95 67
573
cmwen
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
B 82 54 80 62 N/A 78 95 99
574
discourse
mcp Claim 2
Discourse MCP CLI server (stdio) exposing Discourse tools via MCP
B 82 54 86 77 N/A 64 92 88
575
nicobailon
pi-mcp-adapter Claim
Token-efficient MCP adapter for Pi coding agent
B 82 54 92 66 N/A 76 95 80
576
PleasePrompto
Enables direct integration with Google NotebookLM from MCP clients, allowing ag…
B 82 55 94 75 N/A 80 95 62
577
PeterShin23
Enables users to search for events, performers, and venues through the SeatGeek…
B 82 55 88 100 47 81 80
578
langowarny
Control SmartThings devices and scenes across your locations. Get live status a…
B 82 54 86 66 N/A 59 95 99
579
sitbon
magg Claim
Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomo…
B 82 55 92 68 76 76 97
580
dan1d
mercadolibre-mcp Claim
MercadoLibre marketplace integration for AI agents. Search products, get item d…
B 82 55 76 100 69 81 82
581 B 82 54 88 73 N/A 60 90 95
582
xt765
Enables AI agents to read documents in Excel, DOCX, PDF, and TXT formats via MC…
B 82 55 66 82 N/A 75 95 94
583
AbdelStark
bitcoin-mcp Claim 1
₿ A Model Context Protocol (MCP) server that enables AI models to interact with…
B 82 54 86 76 N/A 53 90 100
584
bowen31337
ExpressJS MCP Claim
Exposes Express.js API endpoints as MCP tools, preserving existing schemas and …
B 82 55 96 71 65 81 91
585
crawlbase
crawlbase-mcp Claim
Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It po…
B 82 54 100 70 N/A 35 95 97
586
GHSix
AverbePorto-MCP Claim
Enables integration with the AverbePorto platform for cargo insurance endorseme…
B 82 55 86 100 49 81 84
587
Ansvar-Systems
tanzanian-law-mcp Claim 1
Tanzania legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 90 51 81 94
588
mettamatt
An enhanced sequential thinking tool optimized for programming tasks that helps…
B 82 55 84 82 84 81 77
589
talhaorak
tldraw MCP Claim 1
Enables AI agents to read, write, and search local tldraw (.tldr) files, provid…
B 82 54 90 63 N/A 66 90 98
590
james-webdev
server Claim
Search UK electronics products across retailers. Real-time prices, stock, and s…
B 82 54 94 67 N/A 54 95 93
591
ethanolivertroy
fedramp-docs-mcp Claim
Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.
B 82 54 78 62 N/A 88 92 93
592
bootpay
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
B 82 66 100 100 100 25 81 59
593
khalidsaidi
A2ABench Claim 1
Agent-native developer Q&A with REST, MCP, and A2A discovery endpoints.
B 82 66 67 86 97 62 81 98
594
scanadi
MCP AI Memory Claim
Enables AI agents to store, retrieve, and manage contextual knowledge across se…
B 82 55 100 60 75 81 90
595
forest6511
secretctl Claim 1
AI-safe secrets manager with MCP integration. Run commands with credentials inj…
B 82 54 76 68 N/A 79 90 99
596
contraptionco
mcp Claim 1
An MCP server that provides [describe what your server does]
B 82 66 75 86 97 52 81 92
597
darbotlabs
Provides advanced AI reasoning capabilities through step-by-step thinking frame…
B 82 55 96 71 67 81 87
598
cobanov
teslamate-mcp Claim
A Model Context Protocol (MCP) server that provides access to your TeslaMate da…
B 82 54 94 67 N/A 50 90 100
599
Bluecraft-AI
machfive Claim
Generate hyper-personalized cold email sequences via MachFive API.
B 82 66 78 84 97 45 81 95
600
treasure-data
Enables AI assistants to query and interact with Treasure Data through a secure…
B 82 55 92 72 82 80 83
Showing 551–600 of 44165 servers
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