MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29543
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41751
AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
N/A N/A
41752
MCP server wrapping Backstage — query service catalog, fetch TechDocs, and scaf…
41753
An MCP server that integrates with the Pylon API, providing 38 tools for user m…
41754
chrischall
ioffice-mcp Claim
iOffice workspace management for Claude — book rooms, manage visitors, maintena…
N/A N/A
41755
akbaraziz
conduitAI Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
N/A N/A 83
41756
Bangumi MCP Claim
Enables searching and retrieving information about anime, manga, and related co…
41757
A Model Context Protocol (MCP) server for developer note-taking, allowing users…
N/A N/A
41758
Enables AI applications to perform homomorphic encryption-based vector search v…
41759
symbiopulse Claim
SymbioPulse is an MCP-first context layer for AI coding agents that builds pers…
N/A N/A
41760
Chaixueyuan
Agent-first MCP server for WeChat Mini Program debugging & automation via WeCha…
N/A N/A
41761
kicito
An MCP server that provides real-time web search and X (Twitter) search capabil…
41762
git-akki
sendpookie Claim
Create and send cinematic digital gifts for birthdays and anniversaries via Cla…
N/A N/A
41763
clauxel
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit l…
41764
aardappvark
Gridscoot Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
41765
trashchenkov
Checks text for AI generation using GigaChat API, enabling integration into AI …
41766
Exposes the Deferno task-manager backend to AI agents, enabling them to read, c…
41767
Enables executing Python code, managing environments and packages, and performi…
41768
MCP server for EG4 solar inverters, enabling real-time monitoring, performance …
41769
spokenmd
spoken Claim
Fetch published podcast transcripts as clean Markdown with real speaker names (…
41770
cureonics
Mevzuat MCP Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
81
41771
govind
govind_1234 Claim
N/A N/A 95
41772
malkreide
Enables AI models to search and retrieve bibliographic and digitized records fr…
41773
kelnix
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
81
41774
bruno
test-mcp2 Claim
N/A N/A 95
41775
MediLinkAI Claim
Clinical decision-support MCP server that lets AI agents reason over live FHIR …
41776
MCP Spectral Claim
An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs…
N/A N/A
41777
kubegrind
upwork-mcp Claim 1
An MCP server for automating Upwork workflows including job search, proposal su…
N/A N/A 95
41778
ZztIsolation
Enables AI assistants to interact with Hangzhou Dianzi University's academic sy…
81
41779
Converts XMind mind map files into structured Markdown documents, preserving hi…
N/A N/A
41780
A Model Context Protocol server for the Meta (Facebook) Ads API, providing 54 t…
41781
A Model Context Protocol (MCP) server for interacting with the Solana blockchai…
41782
Twitter MCP Claim
MCP server for Twitter/X enabling AI agents to search, post, reply, and engage …
41783
calvinling2021-star
Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 t…
41784
Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.
41785
cesarliws
dext Claim
Dext - Modern Full Stack Framework for Delphi
N/A N/A PA
41786
galacean
Engine-MCP Claim
A code understanding and generation system designed for Galacean Engine that he…
N/A N/A 95
41787
Enables checking SSL certificate expiry for any domain, with status indicators …
41788
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
41789
sop-mcp Claim
Enables AI agents to execute multi-step Standard Operating Procedures step by s…
N/A N/A
41790
Enables healthcare AI interactions via MCP protocol with built-in EU AI Act com…
N/A N/A
41791
neon Claim
Provides a standardized interface for interacting with Neon's tools and service…
41792
MCP server that provides access to NOAA Tides & Currents data including tide pr…
41793
neovim-mcp Claim
Enables AI agents to navigate code using Neovim's LSP and Treesitter features, …
N/A N/A
41794
vibesecurity
VS29081 Claim
N/A N/A 95
41795
jeremynashrei
mcp Claim
People and property search for Claude and ChatGPT. Phones, emails, addresses, r…
41796
hurryupmitch
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
81
41797
quizlar
Quizlar Claim
Voice-led, FSRS-scheduled flashcards from YouTube, PDFs, web, or text. Auto-gra…
N/A N/A
41798
rajanrengasamy
vidlens-mcp Claim
YouTube intelligence layer for AI agents. 41 tools across 10 modules ; search, …
75
41799 N/A N/A 95
41800
ucp
ucp-registry Claim
Discover and search UCP (Universal Commerce Protocol) merchants, products, and …
81
Showing 41751–41800 of 46347 servers
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