MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61401
Vladisluv12
marimo-mcp Claim
Auto-discovers running marimo notebooks and exposes tools for reading, editing,…
N/A N/A
61402
GoodOlClint
case-chat Claim
A conversational chat interface that uses RAG over a synthetic test corpus and …
N/A N/A
61403
DeepCogNeural
Streamable HTTP MCP bridge that allows ChatGPT to delegate code execution reque…
61404
ReneKrewinkel
MCP server that exposes the atomic-bomb tool for generating project scaffolding…
N/A N/A
61405
bystray
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x …
61406
yura2100
A simple notes MCP server that enables creating, listing, and summarizing text …
N/A N/A
61407
AndrewBalda01
NOESIS Claim
A cognitive optimization engine exposed as an MCP server that amplifies LLM rea…
61408
suberbawer
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
N/A N/A 95
61409
googlarz
MCP server that provides full access to Proton Drive via Claude Desktop or CLI,…
N/A N/A
61410
Amann001
Provides weather alerts and forecasts via MCP tools, supporting both STDIO and …
61411
mambalabsdev
Detect company changes across hiring, tech stack, funding, and firmographics. R…
N/A N/A
61412
CSOAI-ORG
hydration-reminder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
61413
andriyshevchenko
MCP server with persistent memory, voice understanding, multi-thread orchestrat…
61414
keremurat
JSON Diff Claim
Compare two JSON files deeply, ignoring order, to surface every difference. Get…
N/A N/A 95
61415
GEON1999
Enables AI assistants to read and modify Figma designs programmatically through…
61416
ejentum
self-inspect Claim
Enables agents to reflect on their own thinking by returning a metathought ques…
N/A N/A
61417
AG0860-Mohammad-Anas
Enables weather-based travel advisory generation using wttr.in API, including t…
61418
Tairon-ai
Enables interaction with the Magic Eden NFT marketplace across multiple blockch…
N/A N/A
61419
Eduvent
This MCP server connects Claude with Anki, allowing users to create flashcards …
N/A N/A
61420
sandraschi
Enables database inspection, backup/restore, analysis, and querying, plus media…
N/A N/A
61421
Aarekaz
Metro MCP Claim
A unified MCP server for US transit systems, supporting Washington DC Metro and…
61422
Gnaneshwar-ux
Enables secure SSH and Oracle DB operations with persistent sessions, audit log…
N/A N/A
61423
yfysnp
apple-mcp Claim
Enables AI to control Apple Mac apps like Messages, Notes, Contacts, Mail, Remi…
N/A N/A
61424
jemsbhai
MCP-Edge Claim
Enables cloud LLM agents to discover and invoke physical hardware on edge and I…
N/A N/A
61425
Sam-Of-The-Arth
Enables Claude to create and manipulate SolidWorks CAD models through natural l…
N/A N/A
61426
mp3wizard
Bridges AI assistants with Figma for design system extraction, bidirectional to…
61427
sfr-development
AI-Powered Offensive Security Research Engine - desktop-native security testing…
N/A N/A
61428
Kaiserunix
A read-only MCP server for discovering and fetching Luogu problems, training se…
61429
anthromorphic-ai
Sample MCP server exposing 5 tools (weather, profile, wikipedia) via a single e…
61430
kaizen-org
Exposes OpenAPI endpoints as MCP tools, enabling LLMs to discover and interact …
61431
diegoadborges
Enables AI agents to access Canvas LMS academic data such as courses, assignmen…
61432
Jason26214
A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, …
N/A N/A
61433
DeepMapAI
Provides 25 geophysical intelligence tools for multi-hazard risk scoring, earth…
61434
kauzy7
Enables searching and browsing the entire F5 AI Security documentation using TF…
61435
SolonaBot
An MCP server that facilitates interactive software development planning by bre…
N/A N/A
61436
arvindg4u
Brings DuckDuckGo search (web, news, images, videos) to any MCP-compatible AI c…
61437
leesgit
Self-learning macOS automation MCP server that remembers successful patterns an…
N/A N/A
61438
BusyBee3333
A comprehensive MCP server for BambooHR with 47 tools covering employee managem…
N/A N/A
61439
mtuska
Enables Claude to interact with HacknPlan project management via the MCP protoc…
61440
3D-Tech-Solutions
Code Scalpel Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
61441
elliot-evno
DDG MCP2 Claim
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
61442
autonsol
recall-mcp Claim
Persistent memory MCP server for AI coding agents. Stores, searches, and retrie…
N/A N/A
61443
globallayer
merk.a2a Claim
a2a b2b protocol
61444
orchestro Claim 1
Your AI Development Conductor - 60 MCP tools for intelligent task orchestration
N/A N/A 81
61445
openCMC
A local MCP proxy that connects to remote MCP servers and automatically handles…
N/A N/A
61446
obinnanwachukwu1
MCP server for the Codex Security Cloud service, enabling agents to list, inspe…
N/A N/A
61447
njirolu
@deay/mcp Claim
MCP server providing AI assistants with comprehensive documentation about @deay…
N/A N/A
61448
afshari-maryam
salaxy-mcp Claim
Exposes Finnish payroll (palkanlaskenta) API as MCP tools for calculating salar…
N/A N/A
61449
iammaksudul
Enables deploying sites, managing databases, and troubleshooting deployments on…
61450
mehdi6132
Canvas MCP Claim
Enables Claude to interact with Canvas LMS, allowing natural language queries a…
Showing 61401–61450 of 67286 servers