MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48451
bug-breeder
upnote-mcp Claim
Enables AI agents to read and write UpNote notes locally via SQLite and URL sch…
N/A N/A
48452
zfy465914233
Lore Agent Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
81
48453
Michibiku
Enables Claude to interact with Google Workspace services including Gmail, Driv…
81
48454
Braullynn
Connects AI agents to Modal.com infrastructure, allowing management of deployme…
N/A N/A
48455
kbrayatl
RepScale Claim
Research B2B prospects, get the recommended sales angle, and prep for meetings …
48456
arieend
Bridges VS Code on Windows with remote Linux servers via SSH, enabling AI assis…
N/A N/A
48457
WhitGai
Turns official pickleball scoring rules into callable tools for LLMs to track l…
48458
gkmex75
Provides access to public GST Cranes resources including company records, Crane…
48459
JustVugg
cli-use Claim
Turn any MCP server into a CLI in one command.
N/A N/A
48460
AgenticBIHQ
AgenticBI Claim
Connect your business data to any MCP client. AgenticBI agents find the right d…
48461
jqlts1
Wraps TheBrain knowledge graph as an MCP server, enabling AI assistants to sear…
48462
dedalus-labs
linear-mcp Claim
An MCP server for Linear that provides tools to manage issues, projects, commen…
48463
bbusche
An MCP server that lets an AI agent read your portfolio, place paper trades, an…
48464
illinigirl
Plans a week of meals from a local recipe library, optimizing for shared ingred…
N/A N/A
48465
elfensky
apple-mcp Claim
A unified MCP server for macOS native apps, currently supporting Calendar and R…
N/A N/A
48466
omaro7
A comprehensive MCP server for PowerPoint manipulation enabling users to create…
48467
wiroai
Official MCP server for Wiro AI that provides access to hundreds of AI models f…
81
48468
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
81
48469
allenrobel
nd-quirks Claim
An MCP Server that leverages notes written in Markdown, tailored for developing…
48470
yunusemregul
Enables AI assistants to programmatically manage Bitbucket Cloud resources, inc…
48471
davidahirshberg
ama-mcp Claim 1
An MCP server that coordinates multiple Claude Code sessions through kitty term…
N/A N/A 95
48472
SNAPKITTYWEST
MCP server exposing tools for WORM chain sealing, sovereign agent creation, Ada…
N/A N/A
48473
jlnkrth
LLM Wiki MCP Claim
MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
48474
n2400813g
blop Claim
MCP-native release confidence control plane that turns browser execution into a…
N/A N/A
48475
junter1989k-ai
Paraguay SIFEN e-Kuatia: AI agents issue and query electronic invoices, statele…
48476
100shpaik
Analyzes traffic patterns throughout the day using Google Maps API and provides…
48477
get-engram
Engram Claim
Persistent memory for AI agents. Stores verbatim conversation transcripts and m…
48478
rnadjqaim
Enables security teams to run controlled adversarial penetration tests against …
N/A N/A
48479
DeamonDev888
overmind-mcp Claim
Orchestrates and controls multiple AI agent CLIs (Claude-Code, Gemini-cli, etc.…
N/A N/A
48480
kanzelsberger
Provides live App Store rankings, charts, app details, reviews, and search acro…
48481
mcpslim
Token-optimized Playwright MCP server that reduces context window usage by 73.8…
N/A N/A
48482
ericlewis
Unofficial Bun-based MCP server and TypeScript SDK for authenticated Nanny Lane…
N/A N/A
48483
applehell
MCP server providing persistent, searchable memory management for AI workflows,…
48484
MichalisKampouridis
MCP server that analyzes legal documents, extracts key clauses, identifies risk…
48485
pipeworx-io
Horoscope MCP — wraps the keyless Horoscope App API.
48486
ominiverdi
A lightweight MCP server for Open-Meteo weather API, providing current weather,…
48487
andysama-work
Exposes an Obsidian notes vault as MCP services, enabling AI assistants to sear…
N/A N/A
48488
stackblaze
rustfs-mcp Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
48489
gabriellhuver
Enables control of TV and air conditioner through natural language commands via…
48490
human-turn
bcs-mcp Claim
Enables AI assistants to interact with BCS brokerage accounts for portfolio vie…
48491
surewht
ti4-mcp Claim
Provides Twilight Imperium 4 game data, rules lookup, faction strategy guides, …
N/A N/A
48492
maksdizzy
MCP server providing system-level access to FlowAPI endpoints for art, user, an…
48493
hasna
todos Claim
MCP server for task management, project knowledge, workspace trust, runner sand…
N/A N/A
48494
CodecoolGlobal
runn-mcp Claim
A generic MCP server that wraps the Runn REST API v1 (read + write) with ID-bas…
48495
rabi-siddique
This MCP server provides authentication via wallet sign-in (SIWE) and authoriza…
48496
Swcmb
Enables AI clients to communicate with Hermes messaging middleware in real-time…
48497
michaelneale
mcp-read-pdf Claim
MCP server to read protected (or unprotected) PDF files, extracting text to a t…
N/A N/A
48498
ahmedelpannann
Enforces a rigorous spec-driven engineering workflow for AI coding assistants, …
N/A N/A
48499
siddhashutosh
AegisQuery Claim
A governed analytics MCP server that provides LLM agents with safe, read-only a…
48500
mception Claim 1
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
N/A N/A 81
Showing 48451–48500 of 66518 servers
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