MCP Server Quality Scores

Independent quality analysis of 61551 public MCP servers

61551
Discovered
30053
Scored
2112
Verified
16953
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31401
rudderlabs
Enables building RudderStack Profiles projects using natural language through A…
N/A N/A
31402
wmh.dirc
custom-agent Claim
N/A N/A 95
31403
Thanhdeptr
Enables AI-powered Kubernetes management using natural language, supporting kub…
31404
jim-agent
MCP server enabling Claude to interact with NEAR liquid staking protocols Meta …
N/A N/A
31405
dmitryborovoy-bot
A universal MCP layer for Russian-speaking America, enabling AI agents to acces…
31406
nexbid
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
81
31407
DasClown
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
31408
bterlson
Enables building MCP servers using TypeSpec, with tools for learning, scaffoldi…
N/A N/A
31409
nextdev-labs
Nextdev MCP Claim
Recommends APIs to AI agents based on agent-readiness and use-case keyword over…
31410
lokafinnsw
Argus MCP Claim
Enables AI-powered, zero-trust code review with multiple models, supporting sin…
N/A N/A
31411
jitendrasinghsankhwar
An MCP server for intelligent LaTeX resume generation with multiple templates, …
N/A N/A
31412
svretina
nougat-mcp Claim
Provides high-fidelity OCR for scientific PDFs using Meta's Nougat, with output…
N/A N/A
31413
abdunur-dev
mcpcraft Claim
A lightweight SDK for building Model Context Protocol (MCP) servers with zero-c…
N/A N/A
31414
theYahia
Enables managing Kaspi Marketplace orders through AI assistants, including list…
31415
miantiao-me
Enables natural language search and querying of your GitHub starred repositorie…
31416
CarlosYonng
Enables business services to push error logs and generate diagnostic reports us…
31417
narkov
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
31418
rafiattrach
M3 Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
31419
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model via t…
81
31420
CloneYourProj0
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
31421
instantKOM
Enables AI assistants to manage instantKOM messenger platform resources (channe…
31422
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
31423
Automattic
Provides AI assistants with access to WordPress Design System component informa…
N/A N/A
31424
JackKuo666
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
31425
minhlecsm
Enables AI assistants to query Rocketlane CSM data for project health, team wor…
31426
ankit-roy-0602
Enables AI assistants to create, manage, and interact with Postman collections,…
31427
cnitlrt
Enables dynamic debugging with GDB via the MCP protocol, allowing LLMs to execu…
N/A N/A
31428
mnbro
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
31429
haithamelmengad
popcorn Claim
An MCP server that enables AI agents to analyze videos locally by extracting tr…
N/A N/A
31430
Efabien
Enables interaction with Linear workspace through the Model Context Protocol, s…
31431
lioensky
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
31432
hjpotter92
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
31433
midodimori
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
31434
SimformSolutionsPvtLtd
An MCP server for local testing that enables file management operations, requir…
N/A N/A
31435
alpernae
A Model Context Protocol (MCP) server for interacting with the Intigriti bug bo…
31436
wiliamdarmawan
Provides bilingual (English/Chinese) access to StraitsX payment API documentati…
N/A N/A
31437
Raghunandan2813
Enables tracking personal finances with Indian Rupee support, adding expenses, …
N/A N/A
31438
li000592
weather-mcp Claim
Provides US weather alerts and forecasts via the National Weather Service API.
N/A N/A
31439
brukhabtu
A production-ready server that automatically exposes your entire Jira instance …
81
31440
vinaybhosle
Ocean container shipping intelligence for AI agents. 24 MCP tools covering: - …
81
31441
devcer
Enables Open Payments operations such as creating incoming payments, quotes, an…
N/A N/A
31442
x-monk
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
N/A N/A 95
31443
feifeigood
MCP server for E2B code sandbox, enabling creation, management, and execution o…
31444
gpitrella
memxus Claim
Multi-platform AI memory for individuals, groups and teams. One save, recall ev…
31445
optimusbasti
Enables management of sevdesk accounting and invoicing tasks including contacts…
81
31446
daedalus
mcp-manimgl Claim
Exposes manimgl mathematical animation functionality as MCP tools, enabling LLM…
N/A N/A
31447
omattsson
Provides comprehensive Terragrunt documentation, configuration generation, and …
31448
r-huijts
Enables AI assistants to manage Canvas LMS courses, announcements, rubrics, ass…
31449
ebin198351-akl
Agent Room Claim
A multi-agent collaboration layer for AI coding agents enabling real-time commu…
31450
postio-uk
Postio Claim
UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via…
N/A N/A
Showing 31401–31450 of 61551 servers
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