MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58451
mrankitvish
rag-mcp Claim
An MCP knowledge server that enables saving and retrieving memory across sessio…
— ○ ⏳ — — — — — —
58452
yugmarwaha
Enables a weekly review of Todoist tasks by listing overdue tasks with key sign…
— ○ ⏳ — — — — — —
58453
AIKONG2024
Collect YouTube trending videos without web scraping via yt-dlp MCP server. No …
— ○ ⏳ — N/A N/A — — —
58454
LucasSantana-Dev
Enables managing Google Ads campaigns through an AI assistant with read-only re…
— ○ ⏳ — N/A N/A — — —
58455
lyf94697-droid
Generates eNSP network topologies, deploys Huawei VRP configurations, and provi…
— ○ ⏳ — N/A N/A — — —
58456
yubinkim444
repo-memory Claim
A different approach from typical persistent-memory MCPs. Instead of a local SQ…
— ○ ⏳ — N/A N/A — — —
58457
akumachan-v
A comprehensive Model Context Protocol server that enables AI agents to interac…
— ○ ⏳ — — — — 81 —
58458
chenshuai9101
agent-fde Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
— ○ ⏳ — N/A N/A — — —
58459
kabirrgrover
Unified gateway to Exa, Websets, and Deep Search for code search, deep research…
— ○ ⏳ — — — — — —
58460
pipeworx-io
mcp-bungie Claim
Enables querying Destiny 2 player data, profiles, clans, and stats through the …
— ○ ⏳ — — — — — —
58461
khajaphysist
x-mcp Claim
An MCP server for interacting with X/Twitter, enabling posting tweets, searchin…
— ○ ⏳ — N/A N/A — — —
58462
golproductions
check-mcp Claim
Validate any shell command before execution. AI agents call Check to know if a …
— ○ ⏳ — N/A N/A — — —
58463
ohkyuetaek
Enables AI agents to query and analyze Korean apartment real estate transaction…
— ○ ⏳ — N/A N/A — — —
58464
toastmanAu
cellc-mcp Claim
Wraps the cellc CellScript compiler so that an AI can write, check, explain, an…
— ○ ⏳ — N/A N/A — — —
58465
lennney
Free multi-source web search server for AI agents, with confidence scoring and …
— ○ ⏳ — — — — — —
58466
PavelGuzenfeld
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
— ○ ⏳ — — — — — —
58467
DataCleaninghash
A sophisticated MCP server providing powerful file search capabilities includin…
— ○ ⏳ — N/A N/A — — —
58468
Orchid1970
Enables AI assistants to access Apple HealthKit workout data by receiving worko…
— ○ ⏳ — — — — 81 —
58469
theYahia
idpay-mcp Claim
MCP server for IDPay payment gateway (Iran). Supports payment creation, verific…
— ○ ⏳ — — — — — —
58470
MCPPhalanx
Enables interaction with Binary Ninja for binary analysis and reverse engineeri…
— ○ ⏳ — N/A N/A — — —
58471
theepicsaxguy
Indexes codebases into Qdrant for semantic search, enabling AI assistants to fi…
— ○ ⏳ — N/A N/A — — —
58472
bhattapankaj
Synapse Claim
Enables AI clients to store and semantically recall durable memories across ses…
— ○ ⏳ — — — — — —
58473
qubit999
ha-mcp Claim
A self-hosted MCP server for Home Assistant that exposes full control over enti…
— ○ ⏳ — N/A N/A — — —
58474
Johnhyeon
TelegramLens Claim
A local MCP server that structures stock mentions and narrative flows from Tele…
— ○ ⏳ — N/A N/A — — —
58475
LeviReisJs
openi Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
— ○ ⏳ — — — — — —
58476
ghdquddnr
Enables enterprise database schema exploration and Spring Boot code generation …
— ○ ⏳ — N/A N/A — — —
58477
meetgeekai
Enables AI tools to access and manage MeetGeek meetings, including transcripts,…
— ○ ⏳ — — — — — —
58478
abenke
Spotify MCP Claim
Enables searching and managing Spotify playlists, tracks, and user information …
— ○ ⏳ — N/A N/A — — —
58479
mehmetaksy
CyberMCP Claim
Enables cybersecurity research through Claude by providing tools for CVE lookup…
— ○ ⏳ — — — — — —
58480
cvsloane
Enables AI assistants to manage WordPress sites via the MainWP Dashboard REST A…
— ○ ⏳ — N/A N/A — — —
58481
freefish1218
Transform any local file into AI-optimized markdown format for seamless integra…
— ○ ⏳ — N/A N/A — — —
58482
IlyasKhallouki
hypruse Claim
Computer use for Hyprland: semantic desktop state over IPC, plus vision and nat…
— ○ ⏳ — N/A N/A — — —
58483 — ○ ⏳ — N/A N/A — 95 —
58484
waddou
mcp-noticiel Claim
Exposes the Noticiel product manual catalog to AI agents via the Model Context …
— ○ ⏳ — — — — — —
58485
trivago Claim 1
trivago's mcp server to find your ideal hotel and compare prices from multiple …
— ○ — N/A N/A — 81 —
58486
mefta.sadat2
test Claim
— ○ ⏳ — N/A N/A — 95 —
58487
wrik0
A hardened, safety-first Google Calendar MCP server enabling AI agents to read …
— ○ ⏳ — N/A N/A — — —
58488
karrolcia
Hippocampus Claim
Open-source MCP memory server providing persistent, cross-platform context for …
— ○ ⏳ — N/A N/A — — —
58489
memetus
Provides Claude with access to blockchain data and market prices via the OKX AP…
— ○ ⏳ — — — — — —
58490
Gill-tech
SoilWise is an AI + IoT-powered agricultural system that helps farmers make dat…
— ○ ⏳ — N/A N/A — 95 —
58491
mithung-vunet
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
— ○ ⏳ — — — — — —
58492
sourav-spd
A production-ready MCP server for converting documents and files to Markdown us…
— ○ ⏳ — — — — — —
58493
fantastic
breeze-mcp Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
— ○ ⏳ — — — — 81 —
58494
Gargii-dev
Analyzes Amazon products with comprehensive insights including pricing, feature…
— ○ ⏳ — — — — — —
58495
JessiP23
Enables weather data retrieval and analysis through an MCP server interface wit…
— ○ ⏳ — N/A N/A — 95 —
58496
sujalg4888
Enables searching and asking questions over your PDF documents using a Pinecone…
— ○ ⏳ — — — — — —
58497
ryar001
Enables fetching financial statements (Income Statement, Balance Sheet, Cash Fl…
— ○ ⏳ — — — — — —
58498
accountsalmar
Connects to Odoo ERP to provide comprehensive inventory analysis, including dem…
— ○ ⏳ — — — — 81 —
58499
mattcoatsworth
A Model Context Protocol server for interacting with the Amazon Selling Partner…
— ○ ⏳ — — — — — —
58500
VaruTudor
fintools-mcp Claim
Personal finance calculators exposed as an MCP server with a Gradio UI, deploya…
— ○ ⏳ — — — — — —
Showing 58451–58500 of 69093 servers