MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38401
basicbill
Enables users to fetch, analyze, and visualize RAOB upper-air sounding data, in…
N/A N/A
38402
miloira
一个基于MCP的Python REPL服务器,支持多会话管理、代码执行、历史记录回放和包安装,为AI提供Python解释器能力。
38403
Vollkorn-Games
Godot MCP Claim
An MCP server that gives AI assistants full control over the Godot game engine,…
N/A N/A
38404
andeya
Relay Claim
Adds a human-in-the-loop checkpoint to MCP-capable AI coding agents, enabling t…
N/A N/A
38405
xyzdevvv
Nuvio-MCP Claim
A framework that helps developers quickly build AI Native IDE products.
N/A N/A 95
38406
air237
Exposes the 23 Gang of Four design patterns to AI coding agents for generation,…
N/A N/A
38407
dustinbarnes
An MCP server for managing YouTube Music playlists via Claude. Add and remove s…
N/A N/A
38408
hvkshetry
Enables interaction with InvenTree inventory management system, providing tools…
38409
aemery13
Classify Polymarket wallets as human or bot, score their trading edge, read ope…
38410
inboxapi
InboxAPI CLI Claim
Provides an AI agent with its own email address to send, receive, and manage em…
38411
eery1677-lab
capcut-mcp Claim
An MCP server that enables AI assistants to automate CapCut Pro video editing, …
38412
btabiado
Agent-ready economic, market & geo-health intelligence — 163 MCP tools, 155 dri…
38413
limtsi
Enables natural language automation of Cisco SD-WAN vManage, including device m…
38414
plwp
Enables control of Philips Hue lights through the Model Context Protocol, provi…
N/A N/A
38415
musabz360
Provide real-time weather data and forecasts to your applications. Enable agent…
N/A N/A 95
38416
Lalopa
Enables Claude and other AI agents to query real-time construction management d…
38417
hussainn7
mcp-vision Claim
A local autonomous AI agent that watches your screen, understands the visual la…
N/A N/A
38418
jppeiro90
Exposes the full WhatsApp API via Evolution API, enabling message sending, chat…
38419
andrew-price-huron
A local MCP server that gives Claude direct access to Workday Studio workspace.…
N/A N/A
38420
PierrunoYT
Enables AI-powered image generation using the Ideogram V3 Balanced model via Re…
81
38421
2fst4u
mealie-mcp Claim
Exposes every endpoint of the Mealie REST API as MCP tools, enabling LLMs to ma…
38422
PHUICMT
mcp-mt5 Claim
Model Context Protocol server for the MetaTrader 4/5 build pipeline, enabling L…
N/A N/A
38423
JaxsonWang
Provides semantic search over ScriptingApp documentation by converting Markdown…
81
38424
jsilvanus
skosmos-mcp Claim
Wraps the Skosmos REST API to enable AI assistants to browse, search, and trave…
38425
KvFxKaido
A Playwright-based MCP server that prioritizes browser observation over automat…
N/A N/A 95
38426
johnhringiv
notes-mcp Claim
Remote MCP server that exposes a personal git repository of markdown notes to C…
38427
Mingzhu3377
An MCP server that automatically scans project directories, extracts routes and…
N/A N/A
38428
goww7
Shariah-compliant stock and ETF screening across AAOIFI, DJIM, FTSE, MSCI and S…
38429
mifdlaldev
Enables AI agents to generate temporary email addresses, receive emails, and au…
38430
fiberplane
mcp-lite Claim
A minimal, fetch-first implementation of the Model Context Protocol (MCP) serve…
38431
Read-only search of Avecindar's public rental listings in Uruguay; unknown cost…
67
38432
kormco
mcp-www Claim
Enables MCP server discovery via DNS TXT records, allowing agents to find, brow…
N/A N/A
38433
darrellathaya
MCP server for manufacturing defect investigation using knowledge graphs and gr…
N/A N/A
38434
kohei25
An MCP server that downloads PDF files from URLs and converts them to Markdown …
N/A N/A
38435
Facets-cloud
Enables AI assistants to explore and interact with the Facets Control Plane API…
38436 N/A N/A 95
38437
BhavanG
mcp-poc Claim
A proof-of-concept MCP server that provides weather information using the Open-…
38438
yi-john-huang
An MCP server implementing Spec-Driven Development workflows for AI-agent CLIs …
38439
redhat-community-ai-tools
slack-mcp Claim
Enables AI assistants to interact with Slack workspaces, providing tools for re…
38440
revolutionarybukhari
psx-mcp Claim
MCP server that exposes Pakistan Stock Exchange data (quotes, dividends, announ…
38441
jimbrig
Enables interaction with Yahoo Fantasy Sports API for fantasy baseball, providi…
38442
mambalabsdev
Detect whether a company declares, deploys, or charges for AI, with evidence.
N/A N/A
38443
IndoTender
IndoTender Claim
Indonesian government procurement — LPSE tenders, Inaproc data, and company pro…
38444
Wrennnn2
Helps PhD applicants find matching professors by research interests, outputting…
N/A N/A
38445
Yoshikemolo
A Scrum-aware MCP server that provides semantic analysis of Jira issues, sprint…
N/A N/A
38446
RareSense
Nova3D Claim
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL…
N/A N/A
38447
Codexpect
MCP server for integrating with Adobe Commerce and Magento REST API to manage p…
38448
DungbeetleTech
mcp Claim
Visual regression & snapshot testing for AI agents — list runs, read semantic d…
N/A N/A
38449
OLGTX303
voxcpm-mcp Claim
Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion mode…
N/A N/A
38450
joepangallo
Submit URLs to Google and Bing for indexing, scan sitemaps, check index status.
N/A N/A 95
Showing 38401–38450 of 67181 servers
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