MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52501
Vistara-Labs
Enable seamless integration with the Hypercore network by exposing its data and…
N/A N/A 95
52502
nakulk02
Enables AI-powered analysis of IP assignment compliance, including gap detectio…
52503
frothkoetter
Provides read-only SQL access to Apache Iceberg tables via HiveServer2, enablin…
52504
binhtrongg
A Model Context Protocol server implementation that runs on Cloudflare Workers …
N/A N/A 95
52505 N/A N/A 95
52506
SEOcrawl
seocrawl-mcp Claim
SEO + GEO MCP server: live Google Search Console & GA4 data, keyword and page a…
52507
cfdude
mcp-finnhub Claim
MCP server providing comprehensive access to Finnhub financial market data API …
52508
kallusuvaidyam
Manage your Frappe benches and sites directly from Claude.ai through natural la…
N/A N/A
52509
open-video-mcp
AI-powered video platform management — upload videos, manage channels, track an…
N/A N/A 95
52510
vmos-dev
A multi-user AI group chat server via MCP that lets multiple users' AI agents j…
N/A N/A 95
52511
living-hi
Build and update a visual operating cockpit for AI-native solo founders.
N/A N/A
52512
sondt2709
wikijs-mcp Claim
An MCP server for managing Wiki.js 2.x pages through its GraphQL API, enabling …
52513
YuanAran
MyMcp Claim
MCP server that counts the number of Chinese characters (excluding punctuation,…
52514 N/A N/A 95
52515
yutamago
MCP server that authenticates via browser session cookies to access Zendesk's R…
N/A N/A
52516
drewbloom
Enables users to search and fetch NetDocuments files through OAuth authenticati…
81
52517
birdeclipse
gdb-mcp Claim
Enables AI agents to debug C/C++ programs with GDB or LLDB, supporting breakpoi…
N/A N/A
52518
mennansevim
Enables automated AI-powered code review for pull requests across GitHub, GitLa…
52519
stelee410
Provides MCP tools for querying LinkYun operations metrics, including listing m…
52520
masflame
afrikure-mcp Claim
N/A N/A 95
52521
jpan8866
mcp-weather Claim
Provides real-time weather alerts and forecasts from the National Weather Servi…
52522
pipeworx-io
travel-feeds Claim
Enables querying curated travel feeds and fetching any RSS/Atom/RDF feed by URL…
52523
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
81
52524
kodamap
Provides EPSS scores, percentiles, and time series for CVEs, along with vulnera…
52525
keotheodangcha548
sei-mcp Claim
N/A N/A 95
52526
DevMinions
A portable MCP server providing a shared intelligent memory system for any MCP-…
N/A N/A
52527
GospelSounders
Provides offline research and advanced search capabilities for Ellen Gould Harm…
52528
rdcahalane
genome-map Claim
Access industrial fingerprint data for insight into supply chain and company pe…
52529
ausievich
tg-mcp-tools Claim
A local MCP server for Cursor and Claude Desktop that reads Telegram subscripti…
N/A N/A
52530
toolhouseai
Enables MCP clients to access Toolhouse's extensive library of tools, allowing …
52531
LinkaG
Enables users to manage tasks with priorities, perform calculations with histor…
52532
mcp-fortress
Scan your connected services for vulnerabilities and malicious code. Monitor ru…
N/A N/A 95
52533
asgard-ai-platform
Enables AI agents to issue, void, query, and manage Taiwan e-invoices via 27 MC…
52534
MiloLug
Enables LLM-driven text game state management by exposing MCP tools for managin…
52535
BusyBee3333
Provides 50+ tools for interacting with Rippling's HR platform, including emplo…
52536
youssof20
godot-mcp Claim
A TypeScript MCP server bridging MCP clients to Godot 4 editor, enabling scene,…
N/A N/A
52537
bistin
max-mcp Claim
An MCP server for the MAX Exchange (MaiCoin) V3 REST API, enabling market data …
52538
kimhjort
Provides access to real-time Danish road traffic events, roadworks, and queues …
52539
fkrn75
Enables AI agents to control the RealityScan photogrammetry pipeline (align, me…
N/A N/A
52540
boska
vox Claim
Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + Elev…
N/A N/A
52541
LXHeart
webfetch Claim
Provides web fetching and content extraction tools (fetch_html, extract_readabl…
N/A N/A
52542
ahmedselimmansor-ctrl
Enables LLMs and agents to interact with LinkedIn's REST API for managing profi…
52543
Axiomatic-AI
MCP server enabling AI assistants to access the Axiomatic_AI Platform for scien…
52544
FreePeak
A lightweight MCP server that provides real-time Mermaid diagram syntax validat…
N/A N/A
52545
emawritz
whatsapp-mcp Claim
Connects WhatsApp to Claude Code, enabling message reading, audio transcription…
N/A N/A
52546
odrones
gsc-mcp Claim
MCP server that exposes the Google Search Console API, allowing LLMs to query S…
52547
atlas-outreach-data-tools
MCP server for ATLAS Open Data that enables LLMs to discover, query, and retrie…
N/A N/A
52548
klappy
Aquifer MCP Claim
Thin Cloudflare Workers MCP server for navigating Bible Aquifer content, enabli…
52549
rawnly
Enables AI assistants to interact with Targetprocess for search, create, update…
52550
bvandevliet
Enables AI assistants to control Betaflight flight controllers over serial via …
N/A N/A
Showing 52501–52550 of 67226 servers