MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29583
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47351 N/A N/A 95
47352
kontakt-qy0g
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
81
47353
artblocks
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
81
47354
ZeroPointRepo
💯 The fastest YouTube transcript + YouTube search MCP for AI agents. Try for fr…
47355 N/A N/A 95
47356
Socialpranker
agentburn Claim
Local profiler for AI agents: burn by source, overnight bill, behavioral forens…
N/A N/A
47357
@faithk7
rednote-mcp-3 Claim
N/A N/A 95
47358
Fuglys
Enables real-time data streaming through Server-Sent Events with timestamp broa…
81
47359
Showyilu
stayzi Claim
N/A N/A 95
47360
geraservicesuk
Find and book home service providers: cleaning, repairs, beauty, moving. 50+ co…
N/A N/A 95
47361
mmorey
Connects AI assistants to the Runn.io resource planning platform to manage proj…
81
47362
insidedcpulse-spec
Event-sourced world model for multi-LLM agents: propose, validate, and read a s…
47363
axel-belfort
Postal address validation API for AI agents. Parse and validate addresses world…
81
47364
SolvoHQ
openunfurl Claim
Zero-signup anonymous link-unfurl API. One GET returns clean JSON metadata for …
47365
CSOAI-ORG
airspace-monitor-mcp MCP server by MEOK AI Labs
N/A N/A
47366
nfshanq
MCP Invoice Claim
A Python MCP server for invoice and receipt processing that uses OCR technology…
N/A N/A 95
47367
pendialek
Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, all…
N/A N/A 95
47368 N/A N/A 95
47369
mr.slametrivai
slametrivai Claim
N/A N/A 95
47370
jonthemediocre
An enterprise-grade Model Context Protocol server that consolidates multiple ap…
81
47371
spaceship-mcp Claim 1
Manage domains, DNS records, contacts, marketplace listings, and more via the S…
N/A N/A 81
47372
mambalabsdev
Scores a company against your ICP with weighted signals. Returns score, tier, a…
N/A N/A 83
47373
LuiccianDev
A Python server implementing Model Context Protocol for advanced Microsoft Word…
N/A N/A 95
47374
Counterbalance-Economics
Retell Voice Claim
Manage calls, numbers, voices, and agents on Retell to build and run phone and …
N/A N/A 95
47375
pipeworx-io
Bis Claim
BIS MCP — Bank for International Settlements statistics (no auth)
47376
JayantPrakash
SampleMCP Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
47377
krutovvv
A Docker-based workspace providing headless Chrome browser with CDP proxy and n…
81
47378
SamuraiBuddha
Enables AI assistants like Claude to interact with Autodesk Construction Cloud …
N/A N/A 95
47379
JigsawStack
OCR + AI = Magic: Extract data from any image in a consistent structure with f…
N/A N/A 95
47380
itstanner5216
EliteMCP Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
81
47381
Vijay-2005
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
N/A N/A 95
47382
atenkai
Fashion Claim
Create professional-quality fashion product photography, on-model shots, and ed…
81
47383
pasteai
PasteAI Claim
An MCP server that lets AI publish markdown documents to a clean, themed web UI…
47384
christos
Zuplo Claim
Retrieve insurance profiles on demand to enrich customer workflows. Access up-t…
81
47385
clauxel
A paid remote MCP for SREGym, built to return verdicts, receipts, usage logs, a…
47386
slava0gpt
Менеджер AI-промптов с 24 MCP-инструментами. Поиск, создание, редактирование пр…
N/A N/A 95
47387
CSOAI-ORG
feedback-analyzer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47388
hernan-cc
saij-mcp Claim
Provides access to Argentina's official legal database (SAIJ) to search and ret…
81
47389
lazymac2x
domain-intel Claim
Cloudflare Workers MCP server: domain-intel
47390
CSOAI-ORG
MCP server wrapping the UK aquaculture regulatory stack — CEFAS Fish Health Ins…
N/A N/A
47391 N/A N/A 95
47392
CSOAI-ORG
MEOK W3C TDM Rights MCP — EU CDSM Directive Article 4(3) Text + Data Mining opt…
47393
duggurd
Enables LLMs to query and explore schemas in Microsoft Fabric lakehouses, wareh…
N/A N/A
47394
cyberbobjr
A Model Context Protocol (MCP) server providing comprehensive stock screening c…
47395
MatthewDavisAIArchitect
Log, evaluate, and ground AI decisions against authority context. Returns PASS,…
47396
rupeelab17
pymdu Claim
Enables Claude Desktop or Gemini CLI to communicate with PyMDU, allowing analys…
N/A N/A
47397
pquattro
MemoraEU Claim
Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, ho…
N/A N/A 75
47398
cygnusb
coros-mcp Claim
A Model Context Protocol (MCP) server that fetches sleep, HRV, and training dat…
47399 N/A N/A 95
47400
NimbleBrainInc
Enables access to 200,000+ machine learning models through the Hugging Face Inf…
81
Showing 47351–47400 of 47403 servers