MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47351
anupamprataps
Provides basic tools for testing MCP functionality: echo, greet, and calculate.
N/A N/A
47352
tojoevan
Enables checking SSL certificate expiry for any domain, with status indicators …
47353
GetSensr-io
Enables AI assistants to access and query Sensor Bio wearable data including sl…
N/A N/A
47354
bohachu
Provides MCP server for Google Slides API, enabling creation, reading, modifica…
47355
waifuai
Simplified MCP server for managing Solana ICOs with multiple bonding curves, to…
N/A N/A
47356
ChristianPresley
An MCP server wrapping urlscan.io and VirusTotal APIs to enable AI agents to pi…
47357
NimaZahediN
Enables AI agents to search and analyze OpenAlex scholarly database for OSINT r…
47358
not-a-feature
VEPmcp Claim
Enables variant annotation and effect prediction using the Ensembl VEP API, wit…
47359
arvinmoj
TwitGhost Claim
Enables interacting with Twitter/X through natural language, including searchin…
47360
nimbus21
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
N/A N/A
47361
pymupdf
MCP server for exporting PDF to markdown, optimized for LLM consumption.
N/A N/A
47362
1335907208
MCP server for reading local WeChat data, enabling AI assistants to query chat …
N/A N/A
47363
viralnote
Gives Claude, Cursor, and any MCP client 15 tools to create, schedule, and publ…
47364
kerwin77106
An MCP server that lets AI assistants operate multiple Notion accounts simultan…
47365
M-SungJoon
Enables searching and retrieving environmental impact assessment projects from …
47366
crosmos-labs
MCP server for the Crosmos memory layer, enabling semantic, keyword, and graph …
47367
TadMSTR
Provides hybrid vector+BM25+reranker search and index-refresh tools over agent …
N/A N/A
47368
rymi-live
@rymi/mcp Claim
Lets any MCP-capable AI client create and manage AI voice agents without writin…
47369
chenz4027
postgres-mcp Claim
Enables Claude to interact with a local PostgreSQL database through SQL queries…
N/A N/A
47370
PancrePal-xiaoyibao
Provides structured PubMed literature data for LLM agents, supporting search, c…
47371
workbookbulb863
Search, compare, and analyze Korean national laws and public institution intern…
47372
Nadeus
Give your AI agent access to 8,400+ software tools — search, compare, get prici…
47373
Flexcrit
A TypeScript-based MCP server template for the Antigravity agentic environment,…
N/A N/A
47374
yeswanthreddyk
MCP server for organic Instagram analytics via the Meta Graph API, providing re…
N/A N/A
47375
molpass
mcp-bible Claim
MCP server for Bible study, providing multi-version verse lookup, keyword/seman…
N/A N/A
47376
kremdigital
Exposes Team Vault's REST API as MCP tools for AI agents, enabling programmatic…
47377
NickoScope
Reads .knxproj files, analyzes group addresses/DPTs/topology, generates Home As…
N/A N/A
47378
AdityaDREXEL
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
47379
yama662607
inbox-mcp Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
N/A N/A
47380
domdanao
Enables AI agents to access Magpie Payment Platform APIs for processing payment…
N/A N/A
47381
AgentBridge-Lab
AI agents can search and match Korean space, aerospace, and defense R\&D suppor…
47382
ForgeHQ-Agents
Enables reading Apple App Store customer reviews, publishing developer response…
47383
rfbatista
MCP server for managing product documentation as markdown files. Supports creat…
N/A N/A
47384
sqlew-io
sqlew Claim
Stores architectural decisions in a SQL database for persistent AI agent memory…
47385
charlesmooredev
This MCP server enables Claude to speak summaries, announcements, and explanati…
N/A N/A
47386
Hakureirm
bird-id-mcp Claim
Identifies bird species from images using YOLO detection and ConvNeXt classific…
N/A N/A 95
47387
barrettclark
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
N/A N/A
47388
reactiongears
MCP server that analyzes TTS audio recordings, providing transcription, quality…
N/A N/A
47389
harryvaldez
Enables read-only querying and diagnostics for dual SQL Server 2019 instances w…
N/A N/A
47390
AiAgentKarl
MCP server for Open Food Facts, enabling food product lookup by barcode, search…
47391
shea256
@aiiq/mcp Claim
Enables querying AI model IQ, rankings, benchmarks, and methodology from any MC…
47392
DrDustinEdwards
Capsid Claim
A Cloudflare-native MCP server for a consolidated knowledge base, enabling CRUD…
47393
anass319
Enables interaction with Shopify store data via the GraphQL Admin API for manag…
81
47394
curious-bigcat
Enables querying ecommerce data (customers, products, orders, reviews) using na…
47395
RenoLu
mcp-poc Claim
A minimal MCP server with four tools (add, greet, text_stats, divide) demonstra…
N/A N/A
47396
TLDart
EUVD-MCP Claim
MCP server for the European Union Vulnerability Database (EUVD) maintained by E…
47397
Difz25x
MCP server for controlling and reverse engineering Roblox games, providing 132 …
N/A N/A
47398
kamath
zomato Claim
N/A N/A 95
47399
Impa-Ventures
Integrates with Hyperliquid DEX to enable trading, account management, and mark…
47400
HypaSMarty
Enables AI agents to interact with Eclipse SUMO traffic simulations, automating…
N/A N/A
Showing 47351–47400 of 67226 servers
« Prev 1 946 947 948 949 950 1345 Next »