MCP Server Quality Scores

Independent quality analysis of 60600 public MCP servers

60600
Discovered
29948
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60551
smythmyke
AI image annotation and marketing-visual generator powered by [MarkItUp](https:…
60552
pofky
Check app review status, read reviews, download sales reports from App Store Co…
N/A N/A 75
60553
Attri-Inc
Multi-user MCP server for Basecamp 3 with 148+ tools, enabling AI clients to ma…
60554
Ooak21
cortex402 Claim
Pay-per-call x402 data products on Base mainnet — sanctions, aviation weather, …
N/A N/A
60555
clauxel
A paid remote MCP for Skybridge, built to return verdicts, receipts, usage logs…
60556
sally-labs
sally-ai-mcp Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
N/A N/A 95
60557
Bigred97
ausdata-mcp Claim
28 tools over 9 AU gov data sources (ABS, RBA, ATO, APRA, AIHW, ASIC, AEMO, BOM…
N/A N/A
60558
absmartly
Provides access to the ABsmartly experimentation platform with 230+ commands ac…
60559
namixai
funding-mcp Claim
Multi-venue perpetual funding-rate data & cross-exchange funding arbitrage acro…
60560
hongtien1310
MCP server that reads Google Docs and Google Sheets content for AI assistants l…
60561
ragalgo
mcp--server Claim
N/A N/A 95
60562
data-mindset
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
81
60563
tanamurayuuki
Enables web content extraction and Google Search through Google AI Studio's URL…
81
60564
6rz6
A Model Context Protocol (MCP) server for interacting with the Solana blockchai…
60565
apiclaw
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, liv…
81
60566 N/A N/A 95
60567
TerminalGravity
An MCP server for cross-platform social media research that enables scraping, s…
81
60568
dpup
meshcore-mcp Claim
A Model Context Protocol server that exposes a MeshCore node and the mesh reach…
N/A N/A
60569
ramaprv
A collection of production-ready MCP tools for common tasks such as web search,…
N/A N/A
60570
iola1999
Exposes the Codex Chrome extension flow to other Agent tools through MCP, enabl…
N/A N/A
60571
MunhoLau
Security-hardened MCP server for interacting with X.com (Twitter), with a fix t…
60572
kassol
mcp-searxng Claim
Enables AI assistants to perform web searches and read URL content via a SearXN…
60573
harveyxiacn
Blender MCP Claim
Enables AI assistants to control Blender 3D software through natural language, …
N/A N/A
60574
rudedoggg
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
81
60575
Dodo-X
devPartner Claim
A self-evolving MCP server that aggregates tools, supports cross-AI dialogue, a…
N/A N/A
60576
RainbowAC
A Model Context Protocol server that wraps RPA-Python to enable AI models to di…
N/A N/A
60577
twkim1122
Reviews MCP servers for quality, security, and best practices, providing scores…
N/A N/A
60578
hyperpolymath
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra…
N/A N/A 95
60579
lmaniraruta
Verifies contractor license status mid-task, returning normalized JSON with act…
N/A N/A
60580
pipeworx-io
Cloudflare Radar MCP — internet observatory (traffic, attacks, BGP, quality)
60581
Johnhyeon
StockLens Claim
Provides AI with real-time stock data from Naver Securities and Yahoo Finance v…
60582
bistin
max-mcp Claim
An MCP server for the MAX Exchange (MaiCoin) V3 REST API, enabling market data …
60583 N/A N/A 95
60584
solomonneas
clawspace Claim
Bootstrap a production-grade OpenClaw agent workspace with memory system, confi…
N/A N/A
60585
xuanxt
MCP server for Atlassian Confluence and Jira Cloud with 51 tools to manage page…
60586
AIops-tools
Governed Proxmox VE VM/container ops — 23 MCP tools with audit, budget, undo & …
N/A N/A
60587
xz0831
An MCP server that ingests semiconductor PDFs into a Neo4j knowledge graph, ena…
N/A N/A
60588
itsocialist
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
N/A N/A 95
60589
dmarcdkim
mcpv1 Claim
N/A N/A 95
60590 N/A N/A 95
60591
Poppify
Photo-to-reel MCP for solo founders and SMBs. Upload 1–10 photos and get a capt…
60592
Gingiris-1031
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pri…
60593
jordanhindo
Lore Claim
Enables infinite searchable memory for coding agents across sessions, allowing …
N/A N/A
60594
madeonsol
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
81
60595
emmanueltsallis
Local-first MCP server for discovering, downloading, and analyzing official IBG…
N/A N/A
60596
cedarsaam
Agent Search Claim
A self-hosted, MCP-native web-search backend for AI agents that provides meta-s…
60597
ShauryaKumar09
Provides a calculator tool that can evaluate mathematical expressions over the …
60598
yangchoi
Enables keyword search, filtering, and retrieval of Claude Code memory files, r…
N/A N/A
60599
marlonluo2018
Enables LLMs to safely execute pandas code for data analysis and generate inter…
N/A N/A
60600 N/A N/A 95
Showing 60551–60600 of 60600 servers
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