MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27407
Scored
1831
Verified
16957
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30251
re171113-byte
Provides comprehensive startup consulting services including commercial area an…
81
30252 N/A N/A 95
30253
tyrrestrup
An MCP server that enables automated analysis and conversion of SSIS packages i…
30254
agentra-commerce
xap Claim
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
N/A N/A
30255
mateus-gondev
Gestao-MCP Claim
A customer and product management MCP server using SQLite. It enables Claude De…
N/A N/A
30256
frase
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content.
N/A N/A 95
30257
garzarobm
wilow-mcp Claim
N/A N/A 95
30258
rasta26
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
81
30259
budgetfitter
BudgetFitter Claim
BudgetFitter is a free UK deal discovery platform with a public MCP server. Sea…
30260
gsd-build
agent-inbox Claim
Give any AI agent a disposable email inbox in one tool call. MCP server for ema…
N/A N/A
30261
beehiveinnovations
zen Claim
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Cla…
86
30262
ashios15
Provides AI assistants with frontend development tools including component scaf…
N/A N/A
30263
blackwell-systems
agent-lsp Claim
Stateful LSP runtime for AI agents — 50+ tools across 30+ languages via MCP.
N/A N/A
30264
ebenova
scope-guard Claim
N/A N/A
30265
xiexiajiao
HiveServer2 MCP Claim 1
A MCP server that allows users to interact with HiveServer2 through an API inte…
N/A N/A 95
30266 N/A N/A 95
30267
Polaralias
Enables interaction with ClickUp's project management platform through comprehe…
81
30268
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
30269
bill-kopp-ai-dev
An MCP server that provides autonomous, multi-source web research capabilities …
30270
ilask
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
81
30271
ryankr
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
81
30272
cooa3e
AI-powered crypto trading signals for 400+ pairs. Generate directional signals …
N/A N/A
30273
rudedoggg
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
81
30274
itsocialist
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
N/A N/A 95
30275
ryanthegentry
402index Claim
Search 15,000+ paid API endpoints across the L402, x402, and MPP protocols on 4…
N/A N/A
30276
navin
AI assistants are powerful, but sometimes you still need the human touch — a re…
N/A N/A 95
30277
the-wunmi
Enables AI agents to interact with the Lido protocol for ETH staking, position …
30278
drolosoft
Turn your self-hosted Immich photo library into a conversation — natural langua…
N/A N/A
30279
thomasblc
skillsindex Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
N/A N/A 95
30280
HliB8113
o1table Claim
N/A N/A
30281
dealermax
mcpmax Claim
Italian automotive platform, AI-ready Cross-dealer semantic search across 100+ …
30282
mobil3801
Connect to your Supabase project to explore and query your database. List table…
N/A N/A 95
30283
jacobcwright
runpod-mcp Claim
N/A N/A
30284
alejoacelas
Provides access to over 140 articles from the AntiEntropy Resource Portal cover…
30285
xch1tbllc
storm-mcp Claim
MCP server that exposes the Storm cross-venue prediction-market intelligence AP…
30286
pythondev-pro
PyForge IDE Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
N/A N/A 95
30287 N/A N/A
30288
Auxin-io
Miami Friend Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
N/A N/A 95
30289
malamutemayhem
UnClick Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, and me…
N/A N/A 83
30290
kevint-cerebras
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
N/A N/A 75
30291
irinabuht12-oss
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor,…
N/A N/A
30292
chamade-io
Chamade Claim
Voice and chat for AI agents — Discord, Teams, Meet, Slack, Zoom, Telegram, Wha…
30293
wvfp
Gear Claim
An MCP server that enables AI assistants to directly run, inspect, modify, and …
N/A N/A
30294
86755crj
n9n Claim
N/A N/A 95
30295
dragogargo
mcp-sysmon Claim
MCP server for system monitoring, enabling users to ask about CPU, memory, disk…
N/A N/A
30296
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
30297 N/A N/A
30298
uvidswqkscr89
mcp_test Claim
N/A N/A 95
30299
calclavia
braintrust Claim
N/A N/A 95
30300
shr3ddersec
sh3ll Claim
N/A N/A 95
Showing 30251–30300 of 33537 servers
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