MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25427
Scored
1446
Verified
16957
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32251
joshuaworth
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
32252
kieranklaassen
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
32253
agulaya24
baselayer Claim
Serves portable behavioral identity models via MCP. Extracts how a person thin…
32254
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
81
32255
wave-av
Exposes WAVE streaming APIs as tools for AI assistants to manage live streams, …
32256
raine
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
32257
darylerivers
nicheiqs Claim
Score any market niche 0-100. Analyzes Reddit pain signals, Google Trends, and …
N/A N/A
32258
aernouddekker
mailappmcp Claim
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
N/A N/A
32259
avib99
YellowMCP Claim
Reliability intelligence for remote MCP servers. Agent-native discovery for 1,7…
N/A N/A
32260
promptibus
Model intelligence for AI agents — syntax, params, pricing for 67+ generative A…
32261
xfn-jjw
Aggregates multiple shared MCP servers into a single HTTP gateway, providing a …
32262
88plug
searxng-mcp Claim
An MCP server for SearXNG that provides web search capabilities with concise mo…
32263
RiverThrimp
Enables AI agents to generate safe, runnable HTML chart pages from structured J…
32264
agenson-tools
Extract and process web content into clean, structured formats optimized for LL…
N/A N/A
32265
pensados
An MCP server that proxies tool calls to a running SentinelX Core instance with…
32266
REPLACE_WITH_ORG
Remote MCP server for China brand visibility, destination demand, and KOL disco…
32267
@kirandk
vsf123 Claim
N/A N/A 95
32268
toiletmadarchut
Enables users to control the cursor in Figma through verbal commands using an a…
N/A N/A 95
32269
MeeraMendhe
MCP Chat Claim
A command-line interface application enabling interactive chat with AI models v…
32270
anomalyarmor
AnomalyArmor Claim
Data observability tools for engineering teams: alerts, freshness, schema drift…
32271
Summit53
Summit53 CRM Claim
48 revenue intelligence tools for AI assistants — pipeline, forecasting, outrea…
N/A N/A
32272
traderalvin1
Enables AI agents to interact with the Polymarket prediction market platform to…
81
32273
TerryZ282
Manage and review vocabulary efficiently using spaced repetition and AI-powered…
N/A N/A 95
32274
cyanheads
Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Strea…
32275
key
Real-time cryptocurrency news, analysis, and price predictions for AI agents vi…
81
32276
chaosmibu-blip
octodock Claim
One MCP URL for all your apps. 600+ actions for AI.
32277
cyanheads
Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigat…
32278
Archie0125
Enables AI agents to manage OSOP workflows by providing tools for validation, e…
32279
gregorydickson
memory-graph Claim
N/A N/A 95
32280
NguyenTrinh3008
Provides a unified MCP interface that proxies requests to multiple backend serv…
N/A N/A 95
32281
TwelveTake-Studios
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
N/A N/A 95
32282
Br0ski777
Convert text to MP3 speech audio in 50+ languages. x402 micropayment.
32283
rakesh1002
namemyapp Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
81
32284
phoenice-labs
Polyglot MCP test generation with 8-section contract enforcement across Python,…
N/A N/A
32285
gksdjf1690
post-server Claim
N/A N/A 95
32286
rkm7448
A gateway MCP server for the Wise API that simplifies recipient management and …
32287
Br0ski777
Hyperliquid spot tokens, prices, volume, wallet balances. 454 tokens. x402 micr…
32288
web3auth
MetaMask Embedded Wallets MCP (formerly Web3Auth) gives AI coding assistants li…
32289
KatoMato65
time-mcp Claim
Simple MCP server that tells the time
N/A N/A 95
32290
Moiuid
image Claim
N/A N/A 95
32291
treez250
keyreaper Claim
KeyReaper is an MCP server that gives Claude agents full control over API keys …
N/A N/A
32292
Lee-Becky
google Claim
N/A N/A 95
32293
thedeceptio
superset-mcp Claim
An MCP server that provides AI assistants with full access to Apache Superset i…
32294
benborla29
MySQL Server Claim 1
A Model Context Protocol server that provides read-only access to MySQL databas…
N/A N/A 95
32295 N/A N/A 95
32296
samdomainerplus-szw0
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
32297
stephenlumban
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
81
32298
robbienorris
munimind-mcp Claim
Query 2,500+ NYC civic datasets (zoning, deeds, permits, violations, meetings) …
N/A N/A
32299
dungeonroll0
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies …
N/A N/A 81
32300
axel-belfort
Text classification API for AI agents. Classify text into topic categories with…
N/A N/A
Showing 32251–32300 of 33379 servers
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