MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
26734
Scored
1664
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33451
dtelecom
dTelecom STT Claim
Real-time speech-to-text for AI assistants. Transcribe audio files with product…
N/A N/A 95
33452
secure-ssid
API-Central Claim
Enables conversational automation of HPE Aruba Central network operations throu…
33453
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
81
33454
thorsten-zoerner
87+ specialized tools for German and European energy data. Direct AI access to …
N/A N/A 95
33455
rupinder2
mcp-gateway Claim
Aggregates tools from multiple MCP servers with unified BM25/regex search and d…
N/A N/A 81
33456
tylerwatson-db
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
33457
testopenai.1407
iototsample Claim
N/A N/A 95
33458
Phionx
Validate physics equations for dimensional consistency. Add custom variables an…
N/A N/A
33459
revelata
Fundamental data, including operating KPIs, you can't even find on Bloomberg — …
81
33460
aturio
Search Indonesian regulations from any MCP-compatible AI assistant. Pasal.id g…
81
33461
hh881094-ctrl
axis-mcp Claim
MCP server for Axis team action management tool, allowing Claude to access goal…
33462
Personalcreativelda
A TypeScript implementation of a Model Context Protocol server that enables rea…
N/A N/A 95
33463
standardaccounting
Public MCP server for UK company filing guidance, products, deadlines, and know…
33464
Sebzo-work
Deploy a remote MCP server on Cloudflare Workers without authentication, allowi…
33465
Ansvar-Systems
Enables querying Swiss land and woodland regulations including land acquisition…
33466
capsulerun
Capsule MCP server gives your AI agent the ability to safely run untrusted Pyth…
33467
borisbanushev
thaita Claim
Analyze covered calls to pinpoint optimal strikes and expiration dates. Visuali…
N/A N/A
33468
Decentralized-Data-Marketplace
Enable seamless integration with decentralized data marketplaces by providing a…
N/A N/A 95
33469
geeks-accelerator
animalhouse Claim
A Tamagotchi for AI agents. Real-time care, permanent death, 74 species, evolut…
N/A N/A 83
33470
AIBOLLINGMO
eustore Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
N/A N/A 95
33471
rafteles2016
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
81
33472
OpenSIPS
AI-powered control plane for OpenSIPS SIP servers, enabling natural-language op…
33473
wmarceau
Search and compare concert ticket prices across platforms
N/A N/A 75
33474
rhinosaas
Rebillia MCP Server - Subscription billing for e-commerce. Manage subscription…
33475
NTHieu002
An MCP server for Crisp's Hugo AI Agent that automates PageFly refund request h…
33476
skydoves
Provides AI coding assistants with access to Google's Android development skill…
33477
osamah96
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
33478
MongLong0214
Korean stock market theme lifecycle analysis for 250+ KOSPI/KOSDAQ investment t…
N/A N/A 95
33479
raydollete
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
33480
ktabori
A FastMCP server implementation for the Dixa API, enabling AI assistants to sea…
81
33481
imleokkkk
Multiply numbers quickly and accurately within your workflows. Automate repetit…
N/A N/A 95
33482
GraysonCAdams
spotify-mcp Claim
An MCP server that enables users to control Spotify playback, search for music,…
33483
iamfaham
Provide seamless access to investor data through a dedicated MCP server. Enable…
N/A N/A 95
33484
dizzydes
0pi Claim
Free, 2hr expiry agent storage to cache contexts, bridge workflows, or dump dat…
N/A N/A 95
33485
Wanghaibo10
reqable-mcp Claim
Read-only MCP server that brings Reqable's captured HTTP traffic into Claude Co…
N/A N/A
33486
rkocosmergon
Living economy for AI agents — Conway's Game of Life physics, energy currency, …
33487
agentwall
AgentWall Claim
Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute…
N/A N/A
33488
33489
waka4674
ShipSaving Claim
MCP server for ShipSaving — shipping rates, labels, orders, tracking
N/A N/A
33490
pablontiv
A Model Context Protocol server that extracts and processes content from PDF do…
N/A N/A 95
33491
soltyDude
A local task management MCP server that enables users to create, update, and ma…
N/A N/A
33492
askaudience
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
81
33493
mcp-telegram
MCP-Telegram Claim
An MCP (Model Context Protocol) server that connects AI assistants like Claude …
33494
hanselhansel
aeo-cli Claim
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD sche…
N/A N/A 95
33495
EDKarlsson
locus Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
N/A N/A 95
33496
gofullthrottle
Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providi…
81
33497
aixsignal
mcp-server1 Claim
N/A N/A 95
33498
liuyixin-louis
Anki MCP Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
N/A N/A 95
33499
guxi666
guxi Claim
webgl流体模拟
N/A N/A 95
33500
yeick010
DeFi tools for AI agents on Base. Live Uniswap V3 prices (slot0), on-chain agen…
81
Showing 33451–33500 of 33537 servers