MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29753
Scored
2112
Verified
16952
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14401
javiarmesto
Enables AI clients to interact with Microsoft Dynamics 365 Business Central thr…
D 52 66 78 41 0 19 82 88
14402
browserbase
MCP server for AI web browser automation using Browserbase and Stagehand
D 52 66 63 36 0 65 66 90
14403
anbrme
ibex35-mcp Claim
Analyze relationships in the Spanish stock exchange
D 52 66 100 0 0 43 81 87
14404
ismaileneskucuk
Electronic Markets TR Claim 1
An MCP server that enables real-time product, price, and stock searching across…
D 52 55 43 0 48 81 94
14405
pfelilpe
A vulnerable MCP server implementation that demonstrates how poor coding practi…
D 52 54 48 27 N/A 36 75 74
14406
arjunkmrm
Extract and parse web pages into clean HTML, links, or Markdown. Handle dynamic…
D 52 66 54 68 0 45 76 72
14407
amekala
Enables users to analyze, manage, and optimize digital advertising campaigns th…
D 52 66 54 68 0 29 69 95
14408
frankdeno
An MCP server that generates images based on text prompts using Black Forest La…
D 52 66 77 36 0 20 81 91
14409
SecurFi
rapidapi Claim
integrate rapidapi for testing
D 52 54 38 27 N/A 22 90 83
14410
viiniolliveira
Zappaz MCP Server Claim
Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and mana…
D 52 66 54 67 0 30 81 76
14411
Hyeongseob91
Enables FPS game developers to generate and visualize weapon recoil patterns fo…
D 52 55 60 40 19 82 50
14412
AST-Consulting
Enables interaction with Google Analytics APIs to fetch reports, manage propert…
D 52 66 60 55 0 23 81 91
14413
InSIkHwang
Naver Flight MCP Claim
A Model Context Protocol (MCP) server built with mcp-framework that provides to…
D 52 64 48 65 0 26 95 78
14414
HARJAP-SINGH-3105
Manage Splitwise balances, expenses, and groups from your workspace. Fetch frie…
D 52 66 50 60 0 27 80 98
14415
cfy114514
Enables querying and analyzing user, product, and order data with filtering cap…
D 52 55 48 30 16 81 78
14416
ironjesus74-hub
Enables the deployment of a remote Model Context Protocol server to Cloudflare …
D 52 55 48 0 30 84 100
14417
YohanLiu
MCP JSONDiff Kel Claim
An efficient MCP server for performing accurate, deep comparisons between JSON …
D 52 55 48 32 23 83 68
14418
Osseni94
keyneg-mcp Claim
Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and ba…
D 52 64 58 37 0 24 95 96
14419
vulnerability-lookup
VulnMCP Claim 1
An MCP server for vulnerability management that provides tools for automated se…
D 52 55 55 0 30 81 97
14420
a6b8
Provides unified access to real-time and historical Solana ecosystem data throu…
D 52 55 48 17 24 83 84
14421
Jose-Prince
Predicts video game scores (0-100 scale, similar to Metacritic ratings) using m…
D 52 55 60 20 16 81 73
14422
OHNLP
omop_mcp Claim
Map clinical terminology to OMOP concepts using LLMs for healthcare data standa…
D 52 66 78 27 0 49 78 84
14423
xiaobenyang-com
A model context protocol server designed for AI development and QA, providing A…
D 52 64 57 66 0 45 95 46
14424
DanielZhao1990
An interface enabling high-frequency communication between AI tools (like Curso…
D 52 55 60 26 42 81 49
14425
RMTRQ
A drop-in Model Context Protocol server implementation for Next.js projects tha…
D 52 64 60 50 0 39 95 71
14426
IlyaGusev
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
D 52 66 88 36 0 69 81 40
14427
spyfree
Generate Ziwei Doushu and Bazi charts with insights into palaces, stars, and th…
D 52 66 78 10 0 65 81 87
14428
DidierRLopes
Exposes OpenBB widget specifications as structured tools, enabling developers a…
D 52 55 80 27 28 81 32
14429
self-tech-labs
An MCP server providing standardized access to Swiss court decisions through th…
D 52 64 51 55 0 20 95 88
14430
payclaw
badge Claim
Agents are not bots. Prove it. MCP-native identity declaration for authorized a…
D 52 64 72 16 0 58 83 89
14431
nevermined-io
Provides weather information for cities through a protected MCP interface with …
D 52 55 72 43 28 81 21
14432
cpetra
A demonstration MCP server that runs over HTTP with streamable transport, provi…
D 52 55 48 12 21 81 100
14433
wei
mymlh-mcp-server Claim
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
D 52 66 68 41 0 39 80 84
14434
Zzzccs123
A TypeScript implementation of a Model Context Protocol server that connects to…
D 52 66 68 50 0 20 81 91
14435
chlee10
A Model Context Protocol server that enables natural language data exploration …
D 52 55 57 37 32 76 54
14436
BigVik193
Manage Reddit advertising end-to-end: browse ad accounts and payment methods, a…
D 52 66 54 63 0 17 81 97
14437
yongsingyou
Weather MCP Server Claim
Provides current weather information and forecasts for major cities through MCP…
D 52 55 48 22 18 81 86
14438
AiAgentKarl
MCP server for agriculture and farming data. 8 tools: soil conditions (temperat…
D 52 55 57 0 27 83 95
14439
braindead-dev
Enables AI assistants to read, send, and manage Instagram direct messages, incl…
D 52 66 68 42 0 25 81 97
14440
EthanHenrickson
Math-MCP Claim
Enable your LLMs to perform accurate numerical calculations with a simple API. …
D 51 66 66 10 0 52 84 100
14441
subspace-lab
SimDoc MCP Server Claim
Enables access to scientific simulation documentation and code snippets for sim…
D 51 66 66 32 0 39 81 93
14442
activepieces
activepieces Claim
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • …
D 51 66 50 32 0 70 76 91
14443
autonsol
sol-mcp Claim
Solana token risk scoring and pump.fun graduation signals. Score any token by m…
D 51 66 72 10 0 53 82 95
14444
dreadew
Trino MCP Server Claim
Enables database schema analysis and management for Trino servers through dynam…
D 51 55 54 35 27 81 53
14445
turanalemfilms-cloud
Enables image generation and prompt enhancement within Claude.ai by leveraging …
D 51 55 54 0 25 81 97
14446
postralai
masquerade Claim
The Privacy Firewall for LLMs
D 51 54 62 33 N/A 46 84 25
14447
himanshusanecha
MCP server to perform various OSINT tasks by leveraging common network reconnai…
D 51 54 50 27 N/A 21 95 57
14448
ViratGarg2
ElasticMind-MCP Claim 1
An MCP server that indexes PDF documentation and text into Elasticsearch for se…
D 51 55 33 28 26 82 90
14449
jeanlaurent
husqvarna-automower Claim 1
MCP Server for huqsvarna automower
D 51 55 35 21 21 86 92
14450
serpapi
serpapi-mcp Claim
SerpApi MCP Server for Google and other search engine results. Provides multi-e…
D 51 66 88 0 0 58 81 87
Showing 14401–14450 of 53551 servers
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