MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46001
davidmosiah
ouramcp Claim
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and he…
N/A N/A
46002
tallyfy
Automate tasks, processes, and approvals with AI.
46003
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
N/A N/A
46004
oracle42
Unified swap/bridge/LLM gateway for autonomous agents across EVM + Solana. Inte…
N/A N/A 95
46005
LLZ7758
qizhuan Claim
N/A N/A 95
46006
swift-sBi5
mistaike-ai Claim
N/A N/A 95
46007
Bigred97
aemo-mcp Claim
Query the AEMO NEM in plain English — 5-min prices, demand, generation, rooftop…
N/A N/A
46008
JoeXie
RememberMe Claim
Dual-mode tool providing long-term memory management for Claude Code and MCP cl…
N/A N/A
46009
stephentth
Chatty MCP Claim
Provides voice summaries after each AI request in Cursor, Cline, or any MCP-sup…
N/A N/A
46010
stevesimpson418
A local MCP server for Todoist task management, enabling Claude to create, read…
N/A N/A
46011
pawanpanpan
server Claim
N/A N/A 95
46012
fangfuzha
article-mcp Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
46013
pranavkarthik10
Enables Claude to interact with Canvas LMS to manage coursework, track assignme…
81
46014
seovimalraj
Enables WordPress content extraction, keyword research using Google autocomplet…
81
46015
mohamedgb00714
AI-powered project planning tools for Autoplans.dev with 14+ MCP tools
N/A N/A 83
46016
urlsnapdev
urlsnap-mcp Claim
Screenshot, PDF, and markdown extraction from any URL via Claude Desktop and Cl…
N/A N/A 83
46017
robocular
spawnpay-mcp Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2. Give …
N/A N/A 95
46018
CSOAI-ORG
recipe-finder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46019
universal-mcp
Provides a standardized interface for interacting with Google Mail tools and se…
46020
Longtran2404
MCP server for Google Drive integration with file management, search, sharing, …
46021
adejaimejr
Bridges Chrome DevTools with Cursor AI to enable debugging and monitoring, incl…
N/A N/A
46022
twinity1
Syncs Confluence spaces to local files for efficient editing by coding agents, …
N/A N/A
46023
UseAgents
UseAgents Claim
Discover developer tools, then fetch tool-specific implementation context befor…
81
46024
Advocate-Cloud-Solutions
filevine-mcp Claim
MCP server for Filevine matter management - by Advocate Cloud Solutions.
N/A N/A
46025
ragalgo
Get daily, noise-free market insights for Korean stocks and crypto with scored …
N/A N/A 95
46026
MeltFlexDevs
MeltFlex AI Claim
AI interior design — restyle rooms, place furniture, and virtually stage spaces…
N/A N/A
46027
raptor.rb
Nano Banana MCP
N/A N/A 95
46028
underground-district
A curated selections of tools and writing from the Underground Cultural Distric…
81
46029
sharon-nasimiyu
Educational example of an MCP server built with FastMCP, demonstrating how to e…
46030
mohamedhafez87
Provides tools to view operational state and change configuration of Nokia SR O…
46031
revolutionarybukhari
Enables AI assistants to search and filter youth opportunities such as scholars…
N/A N/A
46032
meal-inc
bonnard-cli Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
81
46033
ssoj13
Enables AI agents to control Blender 3D through 27 tools for scene manipulation…
N/A N/A 95
46034
KavinVetrivel
A Model Context Protocol (MCP) server that provides shipment tracking functiona…
46035 N/A N/A 95
46036
gooodbilling
mcp-server Claim
GooodBilling 公式 MCP Server — Claude Desktop / Cursor 等の MCP 対応クライアントから AI ファースト…
N/A N/A
46037
annibale-x
mcp-memento Claim 1
An MCP server that provides persistent memory and context management across ses…
N/A N/A 95
46038
calisweetleaf
A server that likely facilitates integration between GitHub Copilot and Visual …
N/A N/A 95
46039
fkesheh
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
N/A N/A
46040
coval-ai
Enables AI assistants to interact with Coval's evaluation platform for launchin…
46041
Patheras
gyibb-mcp Claim
Cited product-review verdicts from real user voices — free remote MCP, no API k…
46042
pasie15
Integrates with the Neptime.io video platform, providing 39 tools for video man…
46043
RetrogradeLabs
Search peer-reviewed papers and research methodology guidance from your AI agen…
46044
CTlanston
A local TypeScript MCP server for macOS that connects to Chrome via CDP to sear…
N/A N/A
46045
u-daveblack
MCP server that exposes GuruFocus financial data to AI assistants via 50+ tools…
46046
adelaidasofia
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
N/A N/A
46047 N/A N/A 95
46048
ninjaone Claim 2
MCP server for NinjaONE RMM with device management, monitoring, and automation
N/A N/A 81
46049
danielsalles
100+ pre-built SaaS integrations for builder apps. Multi-tenant, scoped per end…
46050
flor3z-github
Provides Naver Map API functions (geocoding, reverse geocoding, directions, sta…
Showing 46001–46050 of 46053 servers