MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38501
Feixu2015
Enables AI models to interact with MySQL databases through MCP protocol, suppor…
38502
benedikt-mh4x
AI cover letter generation for agents. 5 composable tools that analyze job post…
81
38503
major7apps
tiingo-mcp Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
38504
MCP server providing AI assistants the ability to interact with NetScaler envir…
N/A N/A 49
38505
aigregator
Search, compare, and retrieve structured data on 5,336+ AI tools. Get pricing…
81
38506
dropthis-dev
dropthis-mcp Claim
Publish HTML, files, or a URL to a permanent public URL, then update it — from …
N/A N/A
38507
found402
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
81
38508
Cipher208
ariel-memory Claim
Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth
N/A N/A
38509
CSOAI-ORG
resume-parser-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38510
lmno100
onramperx Claim
Non-custodial value router: ranked fiat/crypto & cross-chain routes, swaps, onr…
38511
Chromatic0618
252 AI Skills: MBTI, fact-check, deep analysis. Alipay pay-per-use. Free 10 cal…
N/A N/A
38512
xiaobenyang-com
search-movie Claim
搜索电影和电视剧资源,快速找到最匹配的观看链接。验证链接可播放性,确保点开就能看。批量校验多个候选,节省筛选时间。
N/A N/A 95
38513
aryazansev
MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries…
38514
couchbase
Couchbase Model Context Protocol Server to interact with Couchbase clusters
N/A N/A
38515
kira4094
Enables to analyze local images or remote URLs using Alibaba Qwen3.7-plus visio…
38516
antonioac1
Courier Claim
Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge …
38517
timwal78
136 pay-per-call tools via x402: squeeze scanners, federal contracting, DeFi. N…
38518
Michael-WhiteCapData
Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP ser…
N/A N/A
38519
r33drichards
minizinc-mcp Claim
Enables solving constraint satisfaction and optimization problems using MiniZin…
38520
cuongpo
Enable seamless interaction with the Rootstock blockchain through a standardize…
N/A N/A 95
38521
moony211
Enables querying Kiwoom Securities account information and portfolio evaluation…
N/A N/A
38522
tae0y
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
38523
cbellbell-spin
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
N/A N/A
38524
cyberbobjr
A Model Context Protocol (MCP) server providing comprehensive stock screening c…
38525
zhuzhen-team
MCP server enabling Feishu/Lark operations including messaging as user, documen…
N/A N/A
38526
160K deductive JSON constraints enforce LLM character consistency — eliminate p…
N/A N/A 69
38527
junter1989k-ai
Qatar payments for AI agents — cards / Apple Pay via Tap Payments. Never holds …
38528
convexvalue
cvserver Claim
Live US options chains with Greeks and IV, a screener, SQL, and FMP fundamental…
38529
Inque-Loic
Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through…
N/A N/A
38530
axel-belfort
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
81
38531
GenAICPA
Provides comprehensive flight tracking capabilities using the OpenSky Network A…
38532
abukreev-dev
keyso-mcp Claim
MCP server for Keys.so SEO API, enabling domain and keyword analysis, competito…
38533
kronenz
Controls KakaoTalk PC via Win32 API, enabling message sending, reading, and cha…
N/A N/A
38534
Ma-fee
rag-mcp Claim
A RAG service based on FastMCP that enables document indexing and retrieval (ke…
N/A N/A
38535
chrischall
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
N/A N/A
38536
PabloPauling
Validates the physical and chemical plausibility of ligand–protein docking pose…
38537
tedorigawa001
Enables scanning Java (Maven) projects for known vulnerabilities via natural la…
N/A N/A
38538
weikio
Provides AI-assisted guidance for the Weik.io integration platform, enabling pl…
38539
LongJourneyCai
Source-verified pet food regulations, recalls, nutrient standards and species c…
38540
f
Poke Gate Claim
An MCP server that lets your Poke AI assistant access your macOS machine, enabl…
N/A N/A
38541
kevint-cerebras
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
N/A N/A 75
38542
haverAI
Provides identity, permission, audit, and recall for healthcare AI agents, with…
N/A N/A
38543
GtJerry111
MCP server that brings AI paper reading and code repository discovery from Hugg…
38544
brianMacao
A local MCP bridge that registers multiple AI API endpoints, enabling agents to…
N/A N/A
38545
0xSardius
solenrich Claim
Solana onchain intelligence for AI agents: wallet risk, due-diligence, perps fu…
38546
FelixWag
Provides natural-language access to Oura health data through Claude, with a loc…
N/A N/A
38547
jsconiers
Provides a consolidated 0DTE options cockpit for SPX/SPXW, including chain, Gre…
38548
mehranakila56-ops
A MCP server that gives AI assistants full browser control, enabling navigation…
38549
gildara-io
mcp-server Claim
Operating contracts for AI agents. Structured instructions compiled into system…
83
38550
lkathke
panda-mcp Claim
Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allow…
N/A N/A
Showing 38501–38550 of 66549 servers
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