MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29562
Scored
2112
Verified
16952
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46351
Bigred97
apra-mcp Claim
Query APRA in plain English — bank capital, fund-level super, insurance stats.
N/A N/A
46352
veithly
climux Claim
Unified CLI multiplexer for AI coding agents, enabling orchestration of multipl…
N/A N/A
46353
geraservicesuk
Privacy protection: scans, tracker detection, data broker opt-outs.
N/A N/A 95
46354
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
81
46355
magnusrodseth
Provides AI assistants with direct access to shadcn/ui components and blocks, e…
46356
vndpal
A remote MCP server that exposes mock application security testing data (applic…
46357
shahrear33
mcp-oauth Claim
FastMCP server with Bearer token authentication mounted on FastAPI, including O…
46358
deficlow
HyperStore Claim
Search and inspect 6,500+ curated AI apps from the HyperStore directory.
46359
blaideinc
cookwith-mcp Claim
AI-powered recipe generation and transformation tools by Cookwith
N/A N/A 95
46360
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
46361
servosity
Xero MCP Claim
Every Xero Accounting read plus a local SQLite ledger - aging, reconciliation…
N/A N/A
46362
kobiton
kobiton Claim
Enables mobile device management, app upload, automation session execution, and…
46363
megamaced
MCP server for Nextcloud Collectives that exposes collectives, pages, tags, att…
46364
CSOAI-ORG
ecommerce-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46365
manusa
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
N/A N/A 95
46366
handaas
Enables real-time monitoring and analysis of enterprise public opinion with sen…
46367
elliot-evno
A basic MCP server with example tools including message echo functionality and …
N/A N/A 95
46368
Rocketech-Software-Development
formacv Claim
FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and …
N/A N/A
46369
cyanheads
Search bills, legislators, committees, and events across all 50 US states, DC, …
46370
asume21
Scales, chords, progressions, key detection, and genre intelligence for your AI…
N/A N/A 95
46371
kolbertistvan2
Enables AI to control cloud browsers and automate web interactions through Brow…
81
46372
MrNewDelhi
Enables interaction with Mailosaur email and SMS testing services, allowing mes…
46373
pavelber
Enables reading, searching, and posting to LiveJournal journals via the legacy …
N/A N/A
46374
cafeasp
netsuite-mcp Claim
Enables AI assistants to query and manage NetSuite data via natural language, s…
46375
stestojadinovic
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
N/A N/A
46376
Nikolay1221
Enables AI agents to interact with VKontakte through a unified FastMCP interfac…
N/A N/A
46377
hargurjeet
database-mcp Claim
Automatically discovers database schema, performs data quality checks on tables…
N/A N/A
46378
vinades
mcp-dauthau Claim
Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …
46379
dtrain473
Connects Claude to Strava data for natural language queries about rides, stats,…
46380
wyre-technology
An MCP server for Datto SaaS Protection, providing tools to manage cloud backup…
46381
dumbspacecookie
openeye Claim
Procedure verification for AR/XR with memory, visual sessions, and DPO trajecto…
N/A N/A
46382
kadam-official
Kadam advertising platform — manage ads, campaigns, creatives, audiences and st…
N/A N/A
46383
linera-io
Enables Claude to increment and query a counter deployed on the Linera blockcha…
N/A N/A
46384
wyre-technology
superops-mcp Claim
An MCP server for SuperOps PSA/RMM, enabling MSPs to manage tickets, assets, cl…
46385
anymailfinder
mcp-server Claim 1
MCP server for Anymail Finder API - find and verify email addresses via AI assi…
N/A N/A 83
46386
miggie8888
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
81
46387
AlexisMarasigan
DB2ST MCP Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
46388
chrischall
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
N/A N/A
46389
maximizeGPT
Exposes NetSuite saved search exports as a structured query interface for Claud…
N/A N/A
46390
ThinkneoAI
mcp-server Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
81
46391
Xquik-dev
tweetclaw Claim
OpenClaw plugin to search tweets, search replies, post tweets, export followers…
N/A N/A
46392
Linkedin-by-Postsiva
Advanced linkedin Management MCP server
N/A N/A 95
46393
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
81
46394
MeirKaD
Find current information across major search engines and extract web pages into…
N/A N/A 95
46395
sanjayshreeyans
Enables IPv4 subnet planning and validation, including CIDR prefix calculation,…
N/A N/A
46396
MayankTalwar0
An MCP server for analyzing startup financial health and generating metrics rep…
N/A N/A
46397
thomasgazzoni
vsc-mcp Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
N/A N/A
46398
EliasOulkadi
shokunin Claim
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. Chr…
N/A N/A HT
46399
F4CTE
Enables AI assistants to interact with the Polyforge prediction market platform…
46400
R-s0n
Provides Claude Code with access to a comprehensive bug bounty knowledge base i…
N/A N/A
Showing 46351–46400 of 46593 servers
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