MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47651
cosmopig
harukibox Claim
Run a Japan proxy-buying business from your AI: inventory, orders, buyers, ship…
47652
epistemedeus
Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No in…
47653
RJTechRamjee
Enables AI-driven analysis of SAP transport requests, including metadata retrie…
47654
yacb2
lore Claim
Living typed knowledge graph for software projects, exposed over MCP so coding …
N/A N/A
47655
MCP-Mirror
Fetches precipitation forecasts for any location using Buienradar, providing re…
N/A N/A 95
47656
isaganiesteron
Multi-account HighLevel CRM MCP server with OAuth integration for managing 30+ …
47657
asish-singh
Audits any website for AI agent readiness and safety, scoring prompt injection …
N/A N/A
47658
akari2600
magika-mcp Claim
Enables AI-powered file type detection using Google Magika, identifying file ty…
N/A N/A
47659
pipeworx-io
Access City of Greenwood, Indiana open geospatial data including parcels, zonin…
47660
paladinfi
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
81
47661
Jinddddd
websearch Claim
Web search tool using Serper API (primary) with DuckDuckGo fallback on error or…
47662
kamolc4
An MCP server that enables AI assistants to read and write Xero accounting data…
47663
iwe-org
IWE Claim
iwec gives AI agents structured access to your Markdown notes as a knowledge gr…
N/A N/A
47664
yogaaltariz
mysql_mcp Claim
A production-grade MCP server that connects Claude to multiple MySQL Docker con…
N/A N/A
47665
htmambo
Astron MCP Claim
An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark,…
N/A N/A
47666
hvkshetry
MCP server for Wave accounting that provides tools for managing chart of accoun…
47667
MalloyTheDev
Aseprite MCP Claim
An MCP server that lets AI agents create and edit Aseprite sprites headlessly, …
N/A N/A
47668
vanppsa
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
47669
hello-emrah
Svetovid Claim
An MCP server that lets AI agents visually perceive and edit video inside DaVin…
N/A N/A
47670
vaporif
MCP server for Qdrant vector database with local BERT embeddings. Enables seman…
47671
arcadeai-labs
Librarian Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
47672
Justar96
Project management and session memory for AI agents that provides 13 tools for …
47673
andysalvo
Buy any x402 API or data on Base, Solana, Polygon. No wallet on the seller's ch…
N/A N/A
47674
GreatQuestion
Run user research from any AI tool. Create studies, recruit participants, query…
47675
Lina11-00
Integrates Perplexity API into Claude/Cowork as MCP tools for search, trend sco…
47676
aehyok
Automatically generates TypeScript API code from Swagger/OpenAPI documentation.…
47677
Pruthvik1
Extracts SVG icons from Figma and generates React TSX icon components automatic…
N/A N/A
47678
orbit-logistics
mcp-plain Claim
MCP server for the Plain customer support platform. Provides tools for managing…
N/A N/A
47679
dharun-rd
weather Claim 1
An MCP server for weather information.
N/A N/A 95
47680
alexander-kastil
smithery Claim
N/A N/A 95
47681
adamselzer
Deterministic SNAP eligibility logic, exposed as auditable Model Context Protoc…
47682
Provides 208+ tools for AI-native engineering intelligence via Allstacks API.
N/A N/A 81
47683
opgginc
opgg-esports Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
81
47684
mysplitifi
Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M co…
N/A N/A
47685
MyNotir
Immigration case intelligence for attorneys. Case tracking, judge analytics, AI…
N/A N/A
47686
Mogacode-ma
Unofficial MCP server for Infomaniak (web hosting, mail, DNS, kDrive, SSL, AI).…
N/A N/A
47687
cyanheads
FBI Crime Data Explorer — UCR estimates, NIBRS breakdowns, hate crimes, arrests…
N/A N/A
47688
automationagent10-max
Converts a local MCP server into a remote HTTP-accessible REST API server with …
81
47689
jhansy29
Automates ATS resume scanning via Jobscan, enabling AI to iteratively scan, ana…
N/A N/A
47690
OlegVasilievCS
An MCP server bridging AI agents with enterprise productivity suites, enabling …
N/A N/A
47691
spacholski1225
Enables AI assistants to interact with Anki flashcard collections through the A…
N/A N/A
47692
wearesage
A collection of tools that enable AI assistants to interact with Apple applicat…
N/A N/A 95
47693
dudi07
Provide real-time weather information and forecasts to your applications. Enabl…
N/A N/A 95
47694
Soil911
atlaspi Claim
Historical geography for AI agents: polities, GeoJSON borders, chains & events,…
N/A N/A
47695
humanforai
Human For AI Claim
Hire a real human for real-world verification, product testing, AI output revie…
47696
elmuz
A security-first MCP server that gives AI assistants controlled, safe access to…
N/A N/A
47697
wolfe-jam
wolfe-jam Claim
One IANA-registered format. 3 MCP servers. Pick your lane. …
N/A N/A 95
47698
conversoriaecnae
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
47699
homespunapps
Homespun Claim
Deploy a multi-user web app from your agent: hosting, auth, database, and permi…
47700
hlpun
Enables users to describe their LLM fine-tuning job once and get the cheapest, …
Showing 47651–47700 of 66518 servers
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