MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38001
mcp Claim 1
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
N/A N/A 81
38002
ncejda-g2
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
38003
bouamargemini-droid
Enables LLM clients to answer prospect questions about Timers Studio, a profess…
38004
Patr56
yadisk-mcp Claim
MCP server for Yandex Disk that enables file and folder management, search, upl…
N/A N/A
38005
converged-computing
hpc-mcp Claim
Provides MCP tools for high-performance computing (HPC) and converged computing…
N/A N/A
38006
stiproot
An MCP server for ClickHouse with enhanced filtering for database and table dis…
38007
savidev1987
An MCP server implementation that integrates Claude/VS Code with Salesforce, en…
81
38008
bjh5098
vibe-mcp-02 Claim
N/A N/A 95
38009
LucasMonteiro1
MCP server that scrapes app data from Google Play and Apple App Store, providin…
38010
Saadh05
whoop-mcp Claim
MCP server that connects Whoop fitness data to Claude, enabling natural languag…
N/A N/A
38011
yongzhe-wang
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
N/A N/A
38012
yuruotong1
autoMate Claim
A personal AI assistant server that provides MCP tools for notes, files, remind…
N/A N/A
38013
hkopenai
MCP server providing access to Hong Kong law and security data, including Forei…
N/A N/A
38014
eltonf
An open-source MCP server for PostgreSQL schema introspection and guarded read-…
N/A N/A
38015
PuckAPI
PuckAPI Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
38016
haiqiubullish
Enables AI-powered blockchain data queries and analysis through the Native Inde…
81
38017
neocortex
Generates and downloads charts using QuickChart.io through Claude Desktop and o…
N/A N/A
38018
nickthelegend
HTML to PDF Claim
Convert HTML and webpages into polished PDFs in seconds. Create invoices, repor…
N/A N/A 95
38019
rozbijbank
Rozbij Bank Claim
Compare personal and business bank accounts, savings, and deposits specifically…
81
38020
feeefapp
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
N/A N/A 95
38021
coleam00
Supabase MCP Claim
An MCP server enabling AI assistants to perform CRUD operations on a Supabase d…
38022
povesma
A PostgreSQL MCP server for AI agents that streams large result sets to CSV, en…
38023
fritsferdiansyah38-EOS
simba-mcp Claim
Connects AI assistants to marketing mix models, enabling natural language data …
N/A N/A
38024
tomarsachin2271
MCP server that allows querying Hyperliquid open positions and unrealized PnL f…
N/A N/A
38025
akram-side-projects
Notebook MCP Claim
Provides AI assistants with deep semantic and runtime understanding of Jupyter …
N/A N/A
38026
saunack-shapley
test-mcp Claim
N/A N/A 95
38027
Unity-Environmental-University
Enables reflective thinking and memory storage with support for multiple AI pro…
81
38028
Mavengence
einvoice-mcp Claim
MCP server for German e-invoice compliance (XRechnung 3.0 & ZUGFeRD 2.x) enabli…
38029
ainarsklavins
Provides AI assistants with real-time date, time, and timezone information, ena…
81
38030
roby0404
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
38031
MCP-Mirror
Enables interaction with MinIO object storage through a standardized Model-Cont…
81
38032
structured-sh
MCP server providing managed persistent memory for AI agents. Read and write st…
N/A N/A
38033
bwats
lifeos-mcp Claim
Provides MCP-compatible AI agents with read access to a LifeOS knowledge base, …
N/A N/A
38034
HBarefoot
Engram Claim
Engram is a local-first memory server that lets AI agents remember things acros…
N/A N/A
38035
sweir1
A production-ready MCP server providing AI assistants with intelligent Supabase…
38036
gibeon-io
MCP server for the Gibeon digital signage platform. Control your players, manag…
38037
cbuntingde
Enterprise-grade MCP server for persistent, intelligent memory management acros…
N/A N/A
38038
MacromNex
Model Context Protocol server for protein binder design using BindCraft via Doc…
N/A N/A
38039
fredericbarthelet
Enables interaction with LinkedIn's Community Management API, allowing users to…
N/A N/A
38040
shilong20
MCP server for Codex CLI — tmux persistence, git worktree isolation, async disp…
N/A N/A
38041
Humotica
MCP server for running infrastructure health checks with TIBET provenance. It e…
N/A N/A
38042
znz-systems
mcp-meet Claim 1
One-click Google Meet scheduling and Apple Calendar mirroring with smart availa…
N/A N/A 83
38043
Savirinc
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
38044
xano-inc
An MCP server and standalone library that gives AI assistants superpowers for d…
38045
universal-mcp
Provides a standardized interface for interacting with Semanticscholar's tools …
38046
kcgdz
mcp-print Claim
Provides comprehensive print production and color management tools (Pantone loo…
N/A N/A
38047
hiing
smithery-mcp Claim
N/A N/A 95
38048
gianmarco.belmonte
facebook-ads Claim
N/A N/A 95
38049
La-fe
Enables creating and managing text notes with a simple note-taking system. Prov…
N/A N/A 95
38050
benseverndev-oss
GoldenMatch Claim
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 o…
Showing 38001–38050 of 43459 servers
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