MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54601
senjoyee
An MCP server that wraps the Trading 212 Public API, enabling AI agents to inte…
N/A N/A
54602
UniProt MCP Claim 1
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
N/A N/A 81
54603
deXterbed
Enables web search and web fetch operations using Ollama's hosted APIs, allowin…
54604
arturayupov
Live access to 2,766+ women's fashion products from Livostyle.com via 6 tools —…
54605
AlessandroB1989
Passepartout Claim
Enables AI assistants to manage content on self-hosted WordPress sites via the …
54606
dduyhai90
debate-arena Claim
Enables AI agents to engage in structured, turn-based debates with real-time me…
N/A N/A
54607
one06cm127
Enables Claude.ai to interact with the Cursor editor to read files, write code,…
N/A N/A
54608
bpmiranda3099
Enables interaction with GitHub by wrapping the gh CLI into two generic tools f…
N/A N/A
54609
1mr0-tech
PwnBridge Claim
Enables AI assistants to execute security testing tools on a Kali Linux machine…
N/A N/A
54610
jmpijll
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
54611
woosal1337
media-mcp Claim
MCP server enabling interaction with Twitter, YouTube, Instagram, and video pro…
N/A N/A
54612
imleokkkk
Multiply numbers quickly and accurately within your workflows. Automate repetit…
N/A N/A 95
54613
grat-cellpm
Integrates with Google Docs and Gmail to enable document editing and email draf…
N/A N/A
54614
abhijeet-dhumal
AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to m…
N/A N/A
54615
EoinFalconer
An MCP server that exposes the Lattice Talent API as tools, enabling AI assista…
N/A N/A
54616
alexmakeev
MCP server for rendering Mermaid diagrams to SVG and converting Markdown with c…
N/A N/A
54617
VinylStage
Korean traditional saju (four pillars) fortune analysis MCP server with a premi…
N/A N/A
54618
phyous
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
N/A N/A
54619
santarosalia
Enables searching and browsing Korean legal documents from a local git clone of…
N/A N/A
54620
DTG404
infra-mcp Claim
MCP server that gives Claude Code real-time visibility into local infrastructur…
N/A N/A
54621
Lithial
Manages feature documentation and bug tracking inside an Obsidian vault, organi…
N/A N/A
54622
andychongyz
Remote MCP deployment scaffold for Skylight's MCP server, hosted on Cloudflare …
54623
elbachir-salik
A production-grade MCP server that exposes real-time banking data replicated vi…
N/A N/A
54624
moinsen-dev
Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
N/A N/A
54625
spences10
An MCP server that guides QA and verification processes by breaking down tasks …
N/A N/A
54626
scottschram
Text-to-speech MCP server using the Kokoro-82M model accelerated with MLX on Ap…
N/A N/A
54627
chesterkuo
MCP server for ListenME — product research task management via Boxverse AI. Pro…
N/A N/A
54628
302ai
Enables web search functionality via the 302AI API.
N/A N/A
54629
tant
Enables MCP clients to access and manage Microsoft Dynamics 365 Business Centra…
N/A N/A
54630
hongtien1310
MCP server that reads Google Docs and Google Sheets content for AI assistants l…
N/A N/A
54631
Rixmerz
proxy-mcp Claim
Universal MCP proxy server that discovers, searches, and executes tools across …
N/A N/A
54632
clayop
MCP server to search and retrieve regulations from 14 Korean universities' regu…
N/A N/A
54633
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
54634
tathagat22
undo Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
N/A N/A
54635
wyre-technology
auvik-mcp Claim
An MCP server for Auvik network management, enabling monitoring, management, an…
54636
jason-bourne-gg
Exposes Aniket Charjan's resume as a queryable API for AI assistants, implement…
N/A N/A
54637
mathisto
Context-aware web fetching for LLMs, providing 7 tools to check page size, fetc…
54638
juanocampo400
Create and edit PowerPoint presentations with Claude – locally, on any platform.
N/A N/A
54639
rmh104
Volta Notes Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
81
54640
bvandevliet
Enables AI assistants to control Betaflight flight controllers over serial via …
N/A N/A
54641
enzodevs
Enables semantic code search across indexed codebases using natural language qu…
N/A N/A
54642
luminarylane
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
54643
yufei8807
mysql-mcp Claim
Enables read-only SQL queries and datasource listing for MySQL databases via MC…
N/A N/A
54644
german-borisevich
Enables LLM agents to interact with Apache Zeppelin notebooks via the Zeppelin …
N/A N/A
54645
candrle20
Enables semantic code search across codebases using AI embeddings and vector si…
N/A N/A
54646
jmccrosky
An MCP server for the Wilma school communication platform, enabling AI assistan…
N/A N/A
54647
proplineapi
propline-mcp Claim
Live sports betting odds, cross-book +EV, and graded prop resolution (every Ove…
54648
mssql-reader Claim 1
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, sa…
N/A N/A 81
54649
KyleCS0
Enables AI agents to diagnose Linux server incidents by collecting and structur…
N/A N/A
54650
global-mysterysnailrevolution
Enables controlling linear rails via natural language commands through Claude A…
N/A N/A
Showing 54601–54650 of 57357 servers