MCP Server Quality Scores

Independent quality analysis of 60600 public MCP servers

60600
Discovered
29948
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60451
felippeyann
agentfi Claim
Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…
60452
tatsunori-ono
A token-optimized documentation and Q&A registry for AI agents, providing dense…
60453
bertinm
MCP server for enabling data extraction and context retrieval for agents, stori…
N/A N/A
60454
GribStream
Hosted weather data MCP for discovery, validation, and OAuth-protected GribStre…
60455
anhtuan2td
Personal AI assistant for your TradingView Desktop charts. Connects AI to your …
N/A N/A
60456
conorwd
Enables searching for Beatport artists by name, returning structured data like …
60457
sirmos
Enables benchmarking and inference of LLMs on Arm64 cloud instances with Kleidi…
60458
aitor-alt
pixel-squads Claim 1
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
N/A N/A 83
60459
chalamalasettichamundeswari
Enables managing employee leave requests, balances, and approvals through natur…
N/A N/A
60460
Glebenjoy
DexScreener on-chain market data: search pairs, tokens, pools, trending tokens.…
N/A N/A
60461
Seoki2000
An MCP server for Unity that enables AI agents to query and control the Unity E…
N/A N/A
60462
danishashko
FRED economic data: GDP, inflation, unemployment, rates, and 800k+ Federal Rese…
N/A N/A
60463
setix-ai
Outcome-as-a-Service commerce for AI agents: discover, hire, settle on proof. L…
60464
ZeripeDaniel
lake-dayz Claim
An MCP server that pre-flights DayZ Enforce mods, catching boot-crashing mistak…
N/A N/A
60465
martinendara
GEO Intelligence Engine for B2B. Analyze domains and fetch actionable defense c…
60466
karthik-couchbase
Enables LLMs to interact directly with Couchbase databases, supporting CRUD ope…
N/A N/A
60467
jonathan249
health-mcp Claim
Exposes personal Garmin wellness data through MCP tools for accessing summary, …
N/A N/A
60468
nikodev-documentacion
MCP server for Mattermost Boards (Focalboard) that enables natural language man…
60469
lizhipay
Claude MCP Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
N/A N/A
60470
meshbrow-dev
MCP server for Meshbrow that gives AI agents full browser automation capabiliti…
N/A N/A 95
60471
Baneado98
Enables blockchain mempool analysis with a free tier for basic queries and a pr…
60472
thomasblc
skillsindex Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
N/A N/A 95
60473
huizhizhineng
提供多品类优惠券查询和推广链接生成功能,涵盖外卖、美食、休闲娱乐、酒店、旅游和医药等类目。
N/A N/A
60474
leonaiuv
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
N/A N/A
60475
the33warehouse-tech
The first MCP server for the wafle commerce platform. It enables Claude, agents…
60476
supeng0916-beep
Enables querying private knowledge bases through a modular RAG pipeline with fe…
N/A N/A
60477
lantlos95
wertls Claim
N/A N/A 95
60478
aayoawoyemi
Aries-cli Claim
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
N/A N/A
60479
dontcrash
Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from…
60480
luciVuc
Shell MCP Claim
A production-ready MCP server that enables AI assistants to execute shell comma…
60481
jusi-aalto
MCP server for generating Scopus ISSN boolean queries based on journal rankings…
N/A N/A
60482
mikeysrecipes
Enables AI assistants to query Tesla vehicle data and analytics from a TeslaMat…
60483
ShellyDeng08
MCP server enabling AI assistants to search, analyze, and generate content for …
N/A N/A
60484
CSOAI-ORG
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
N/A N/A
60485
ASTLY123
Enables writing text content to Markdown files with folder organization and ove…
N/A N/A
60486
bharatlt727
Provides AI-powered legal tools including contract review, drafting, legal rese…
60487
danielmeppiel
Provides contextual database schema information for large Oracle databases, ena…
60488
jalaj-pandey
Enables managing GitHub repositories, files, and user information through MCP, …
60489
beznazwiska
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
N/A N/A
60490
joepangallo
Track AI agent fleet performance, costs, anomalies, and trends.
N/A N/A 95
60491
Smokestack-Games
rbxsync-mcp Claim
Enables AI agents to extract, sync, test, and debug Roblox games bidirectionall…
N/A N/A
60492
dashw00d
Connects AI agents to anonymous strangers for asking and answering questions in…
N/A N/A
60493
zhanpu89
Provides persistent session memory for AI assistants, enabling them to store, s…
60494
seungil
우리 팀에 상황에 맞는 사업 입찰 공고를 나라장터에서 찾아주고 추천해주는 MCP입니다.
81
60495
kimnerd-dev
Enable seamless integration of Notion data with your LLM applications by exposi…
N/A N/A 95
60496
ziutus
Serves a single resource (project_info.md) as text/markdown over MCP HTTP trans…
N/A N/A
60497
srishtivverma
allai Claim
N/A N/A 95
60498
1OOyan
Enables AI assistants to store and retrieve long-term memories with semantic se…
N/A N/A
60499
beastkp
Enables natural language queries on technical specifications and automated code…
N/A N/A
60500
Aman1601s
Enables natural-language creation, management, and optimization of Spotify play…
N/A N/A
Showing 60451–60500 of 60600 servers