MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59601
chayan-1906
FS-MCP Claim
Provides Claude with complete file system integration including directory manag…
N/A N/A
59602
tls54
Provides Claude with read-only access to Garmin Connect data including daily he…
N/A N/A
59603
databar-ai
Enables AI assistants to interact with Databar.ai's data enrichment API, allowi…
59604
RodrigoFlorencio86
MCP server for Mercado Bitcoin exchange that provides 31 tools for consulting p…
59605
andyleimc-source
MCP server for WeCom customer contact API, enabling LLMs to manage customers, t…
59606
VVikingsson
Enables users to retrieve and structure shipment tracking information from DB S…
N/A N/A
59607
TradeSystemsNique
Full MCP server for MT5: access trades, logs, compilation, etc..
N/A N/A
59608
mfbaig35r
Exposes a dependency graph of strategic sourcing artifacts and analyses as an M…
N/A N/A
59609
snyk-labs
Provides a tool to fetch npm package information via the Model Context Protocol.
59610
den-indance
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
N/A N/A
59611
alikayalll43-sudo
kayamcp Claim
Enables AI agents to visually interact with LibreSprite for real-time pixel art…
N/A N/A
59612
malkreide
srgssr-mcp Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
59613
Suchit-007
git-reviewer Claim
Enables AI assistants to fetch GitHub pull request diffs and metadata, and post…
N/A N/A
59614
felix-windsor
A Model Context Protocol server that enables semantic vector search over Obsidi…
N/A N/A
59615
aimsise
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut …
N/A N/A
59616
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
59617
wrxck
An MCP server and terminal UI that orchestrates Cloudflare, Namecheap, and Flee…
59618
lobsterclause
UnifiyMe Claim
A Model Context Protocol (MCP) server for UniFi Network Controllers that enable…
N/A N/A
59619
OfflineCreatorStudio
Create images and videos with OfflineCreator Studio through OAuth or the npm st…
59620
googlarz
signal-mcp Claim
Full Signal messenger MCP server and CLI. Send/receive messages, manage groups …
N/A N/A
59621
jonnyhoo
A lightweight MCP proxy that resolves compatibility issues between Codex MCP Se…
N/A N/A
59622
E112222
A read-only Model Context Protocol server that lets an LLM analyst interrogate …
59623
sprider
Enables Bible search and verse retrieval with multiple translations, deployable…
N/A N/A
59624
AIops-tools
Veeam AIops Claim
Governed Veeam Backup & Replication ops — 25 MCP tools with audit, budget, undo…
N/A N/A
59625
axivo
Enables visual web access and browser automation through Safari, with tools for…
N/A N/A
59626
md-riaz
Enables querying Google Search Console and Google Analytics 4 through natural l…
59627
pipeworx-io
data-calgary Claim
Enables querying Calgary open data from data.calgary.ca using the Socrata SODA …
59628
pmankar-netchex
Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sO…
59629
xiaocang
mcp-fetch-ya Claim
Fetches web content and converts HTML to markdown with robots.txt compliance an…
59630
liyb-gz
tinci-mcp Claim
MCP server for Cantonese lyric writing, offering Jyutping romanization, tonal p…
N/A N/A
59631
MinjoonHK
Enables users to retrieve various types of jokes including Chuck Norris and Dad…
81
59632
hope4b
Enables interaction with the Onto platform through MCP, providing tools for man…
59633
clpi
down-mcp Claim
N/A N/A 95
59634
Jenish3601
A Model Context Protocol server for web automation that enables browser control…
59635
rlawogh1005
green-mcp Claim
Measures CPU energy and LLM token usage of programs to enable cost-efficient re…
N/A N/A
59636
Ravishka17
Provides comprehensive Wikipedia access for AI assistants via MCP Streamable HT…
N/A N/A
59637
IceWreck
Enables privacy-respecting web, image, video, and news searches through SearxNG…
59638
Lingnik
Gives AI agents read and write access to Apple Reminders via iCloud CalDAV, syn…
59639
broisnischal
Unified MCP server for searching, analyzing, and managing packages across npm, …
N/A N/A
59640
tangcent
Indexes local Maven and Gradle caches to enable AI agents to search for Java cl…
N/A N/A
59641
mhprol
Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, a…
N/A N/A
59642
OneCodeToEnd
MCP Data API Claim
A FastMCP-based server that provides tools for API discovery and execution, hie…
N/A N/A
59643
manusa
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
N/A N/A 95
59644
verymbuemo
Stdio MCP server for sandboxed file access — read files, search content, safely…
N/A N/A
59645
georgeherby
Enables searching and fetching GOV.UK Design System guidance via locally-crawle…
N/A N/A
59646
paigy-ai
paigy Claim
Call, text, or push your phone when an agent needs input mid-task — reply by vo…
81
59647
madaoQ
cohere-mcp Claim
A Type 3 DAuth MCP server for Cohere AI API, enabling chat, embeddings, reranki…
59648
davidkim9
Enables AI assistants to perform browser automation using Playwright, including…
59649
DaniAkash
mac-mcp Claim
A read-only MCP server that exposes data from native macOS apps (Mail, Notes, C…
N/A N/A
59650
paonebharti
Enables file system operations (read, write, list, search, watch, batch process…
N/A N/A
Showing 59601–59650 of 67286 servers