MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59701
RodrigoFlorencio86
MCP server for Mercado Bitcoin exchange that provides 31 tools for consulting p…
59702
andyleimc-source
MCP server for WeCom customer contact API, enabling LLMs to manage customers, t…
59703
VVikingsson
Enables users to retrieve and structure shipment tracking information from DB S…
N/A N/A
59704
TradeSystemsNique
Full MCP server for MT5: access trades, logs, compilation, etc..
N/A N/A
59705
mfbaig35r
Exposes a dependency graph of strategic sourcing artifacts and analyses as an M…
N/A N/A
59706
snyk-labs
Provides a tool to fetch npm package information via the Model Context Protocol.
59707
den-indance
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
N/A N/A
59708
alikayalll43-sudo
kayamcp Claim
Enables AI agents to visually interact with LibreSprite for real-time pixel art…
N/A N/A
59709
malkreide
srgssr-mcp Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
59710
Suchit-007
git-reviewer Claim
Enables AI assistants to fetch GitHub pull request diffs and metadata, and post…
N/A N/A
59711
felix-windsor
A Model Context Protocol server that enables semantic vector search over Obsidi…
N/A N/A
59712
aimsise
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut …
N/A N/A
59713
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
59714
wrxck
An MCP server and terminal UI that orchestrates Cloudflare, Namecheap, and Flee…
59715
lobsterclause
UnifiyMe Claim
A Model Context Protocol (MCP) server for UniFi Network Controllers that enable…
N/A N/A
59716
OfflineCreatorStudio
Create images and videos with OfflineCreator Studio through OAuth or the npm st…
59717
googlarz
signal-mcp Claim
Full Signal messenger MCP server and CLI. Send/receive messages, manage groups …
N/A N/A
59718
jonnyhoo
A lightweight MCP proxy that resolves compatibility issues between Codex MCP Se…
N/A N/A
59719
E112222
A read-only Model Context Protocol server that lets an LLM analyst interrogate …
59720
sprider
Enables Bible search and verse retrieval with multiple translations, deployable…
N/A N/A
59721
AIops-tools
Veeam AIops Claim
Governed Veeam Backup & Replication ops — 25 MCP tools with audit, budget, undo…
N/A N/A
59722
axivo
Enables visual web access and browser automation through Safari, with tools for…
N/A N/A
59723
md-riaz
Enables querying Google Search Console and Google Analytics 4 through natural l…
59724
pipeworx-io
data-calgary Claim
Enables querying Calgary open data from data.calgary.ca using the Socrata SODA …
59725
pmankar-netchex
Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sO…
59726
xiaocang
mcp-fetch-ya Claim
Fetches web content and converts HTML to markdown with robots.txt compliance an…
59727
liyb-gz
tinci-mcp Claim
MCP server for Cantonese lyric writing, offering Jyutping romanization, tonal p…
N/A N/A
59728
MinjoonHK
Enables users to retrieve various types of jokes including Chuck Norris and Dad…
81
59729
hope4b
Enables interaction with the Onto platform through MCP, providing tools for man…
59730
clpi
down-mcp Claim
N/A N/A 95
59731
Jenish3601
A Model Context Protocol server for web automation that enables browser control…
59732
rlawogh1005
green-mcp Claim
Measures CPU energy and LLM token usage of programs to enable cost-efficient re…
N/A N/A
59733
Ravishka17
Provides comprehensive Wikipedia access for AI assistants via MCP Streamable HT…
N/A N/A
59734
IceWreck
Enables privacy-respecting web, image, video, and news searches through SearxNG…
59735
Lingnik
Gives AI agents read and write access to Apple Reminders via iCloud CalDAV, syn…
59736
broisnischal
Unified MCP server for searching, analyzing, and managing packages across npm, …
N/A N/A
59737
tangcent
Indexes local Maven and Gradle caches to enable AI agents to search for Java cl…
N/A N/A
59738
mhprol
Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, a…
N/A N/A
59739
OneCodeToEnd
MCP Data API Claim
A FastMCP-based server that provides tools for API discovery and execution, hie…
N/A N/A
59740
manusa
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
N/A N/A 95
59741
verymbuemo
Stdio MCP server for sandboxed file access — read files, search content, safely…
N/A N/A
59742
georgeherby
Enables searching and fetching GOV.UK Design System guidance via locally-crawle…
N/A N/A
59743
paigy-ai
paigy Claim
Call, text, or push your phone when an agent needs input mid-task — reply by vo…
81
59744
madaoQ
cohere-mcp Claim
A Type 3 DAuth MCP server for Cohere AI API, enabling chat, embeddings, reranki…
59745
davidkim9
Enables AI assistants to perform browser automation using Playwright, including…
59746
DaniAkash
mac-mcp Claim
A read-only MCP server that exposes data from native macOS apps (Mail, Notes, C…
N/A N/A
59747
paonebharti
Enables file system operations (read, write, list, search, watch, batch process…
N/A N/A
59748
deathracr
Bridges the AlayaCare home care platform with AI agents, enabling natural langu…
59749
Augmented-Nature
A comprehensive MCP server that provides access to U.S. FDA public datasets via…
59750
Scarmonit
A demonstration FastMCP server with FastAPI integration that provides basic ari…
81
Showing 59701–59750 of 67286 servers