MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43451
snowworldgithub
Enables customer support interactions including answering FAQs, checking order …
43452
buttonmonkey
mcp-loom Claim
An MCP proxy server that intercepts large tabular tool results, ingests them in…
N/A N/A
43453
jimmyracheta
ai-runtime-guard is an MCP server that sits between your AI agent and your syst…
N/A N/A 95
43454
accurecord
icd10-coding Claim
ICD-10-CM / HCC medical coding tools with database-verified accuracy and denial…
43455
cacack
vyos-mcp Claim 1
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
81
43456
Dilix-Ai
Dilix MCP Claim
Open-source MCP server providing real estate regulatory intelligence (zoning, p…
43457
zzet
Gortex Claim
High-performance code graph and code intelligence engine. Index code base into …
N/A N/A 95
43458
Loop-XXI
loop-mcp Claim
L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
43459
varaprasadreddy9676
Enables Codex to interact with OpenProject for project management, work package…
43460
rotem1230
fixme-agent Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
N/A N/A 83
43461
rugvedp
An MCP (Model Context Protocol) server that gives AI agents live, structured ad…
43462
Hugodzl
HomeFleet Claim
MCP server that turns multiple home computers into a fleet for AI coding agents…
N/A N/A
43463
phuhduong
Enables searching for electronic components through the Nexar Supply API, provi…
81
43464
carrasquelalex1
hipocampo Claim
Dual-memory MCP system (PostgreSQL 17 + pgvector + NVIDIA NIM). 11 tools: searc…
N/A N/A
43465
apify
mcpc Claim
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, …
N/A N/A 95
43466
3121n
nve-mcp Claim
Norwegian flood & landslide hazard data from NVE, by WGS84 coordinate.
N/A N/A
43467
hensem
ADMINV2MCP Claim
Exposes AdminV2 backend API operations as discoverable, callable tools for AI a…
43468
jordan
metabase Claim
N/A N/A 95
43469
VoltaHQ
MCP server for the At Par Trading API — trade crypto, manage portfolios, and ac…
43470
thomasxm
Enables natural language threat hunting and incident response by connecting LLM…
67
43471
gemmy-jaeheon
Notion API MCP server for Claude Code to manipulate Notion pages, blocks, and d…
43472
lakafior
rcs-mcp Claim
Enables searching Polish administrative areas and retrieving real estate transa…
43473
chris-paton
Search and book luxury villa rentals across Europe with real-time availability …
43474
3121n
nabolag-mcp Claim
Norwegian neighborhood data: transit, road-noise & green-area access by coordin…
N/A N/A
43475
uerdshds
模糊匹配两份表格中的公司名称和日期,输出已匹配、待复核和未匹配三种结果,便于数据对账。
43476
longhz
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
N/A N/A
43477
tzenderman
Enables AI to dynamically discover and invoke any Cin7 Core API endpoint using …
43478
delorenj
Enables AI agents to interact with and debug Tauri desktop applications, provid…
N/A N/A
43479
kirby-k-0723
Enables AI assistants to read, write, search, and navigate Obsidian vault notes…
N/A N/A 95
43480
214140846
Skillz Claim 1
An MCP server that transforms Claude-style skills and resources into callable t…
81
43481
qmed-asia
Qmed-AskCPG Claim
Enables clinicians and developers to query Malaysian Clinical Practice Guidelin…
43482
sor4chi
Searches and retrieves information from Meta Kaggle dataset, including competit…
N/A N/A
43483
chi-feng
atotw-mcp Claim
Enables Claude to access and search over 500 anaesthesia tutorials from WFSA's …
N/A N/A
43484
Rushi264
An MCP server that gives AI agents real-time observability into Apache Kafka cl…
N/A N/A
43485
cluster3115
A minimal Model Context Protocol (MCP) server that fetches the current Ethereum…
81
43486
divineapi
Official MCP server for Horoscope, Tarot, Numerology & PDF Reports by Divine AP…
N/A N/A 95
43487
ivanostanin
Lucius Claim
An MCP server for Allure TestOps that enables AI agents to manage test cases, d…
43488
cesteral
Search Ads 360 — reporting via query language, insights, and offline conversion…
43489
automatikstudio
An MCP server that generates conversion-optimized e-commerce product descriptio…
81
43490
Adessoadesso
MCP server for Panoramic Ireland tours. Discover, check availability, and creat…
N/A N/A 95
43491
LeonTing1010
Tap Claim
Turn interface operations into deterministic programs. AI forges taps once, the…
81
43492
krishddd
social-dive Claim
An MCP server that provides AI agents with access to over 20 knowledge sources …
43493
wzy4163
Enables querying of Hangzhou Dianzi University course schedules, exams, and cam…
N/A N/A
43494
vmunagalatrifinlabs
salesroom Claim
N/A N/A 95
43495
misaka2f07
calc Claim
N/A N/A 95
43496
srurora
OpsPilot MCP Claim
An MCP server exposing Kubernetes-style diagnostic tools to an LLM agent, with …
N/A N/A
43497
believe3344
Gives any MCP client (OpenCode, Claude Code, Claude Desktop, Cursor, etc.) the …
43498
mholzinger
Enables natural language admin tasks for GitHub Enterprise Cloud, like listing …
43499
arsolutioner
A Model Context Protocol (MCP) server for analyzing browser extension security,…
43500
IcHiGo-KuRoSaKiI
Chomper Claim
Chomps through any document, parsing 36+ file formats for AI systems like Claud…
N/A N/A
Showing 43451–43500 of 66534 servers
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