MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33251
MyGenome Claim
Personal Genome Exploration
N/A N/A
33252
swesmith-repos
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
N/A N/A 95
33253
The conviction engine for autonomous crypto trading agents. 376 metrics across …
33254
VictoriaMetrics-Community
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
N/A N/A 83
33255
Liplus-Project
MCP server bridging GitHub webhooks via Cloudflare Worker for real-time event s…
N/A N/A
33256
jowpereira
MCP Gateway Claim
A secure bridge that allows Large Language Models (LLMs) to interact with corpo…
81
33257
curistat-mcp Claim
Futures volatility intelligence MCP server for ES, NQ, and related products. Pr…
33258
withoneai
pica Claim
Enable seamless interaction with over 100 third-party platforms through a unifi…
33259
Ethan-IS
swift-tuist Claim
N/A N/A 95
33260
agenson-tools
Extract and process web content into clean, structured formats optimized for LL…
N/A N/A
33261
asachs01
A Model Context Protocol server that enables natural language querying of Kasey…
81
33262
aernouddekker
remindersmcp Claim
MCP server for macOS Reminders.app — list and reminder management via AppleScri…
N/A N/A
33263
lauechlo
Connects Claude to Spotify for music discovery, playlist creation, and collecti…
81
33264
NosytLabs
Enables privacy-focused web searches through the Presearch API and web content …
81
33265
Hybirdss
smartest-tv Claim
Control any smart TV with natural language. Resolve Netflix/YouTube/Spotify and…
N/A N/A
33266
pipeworx-io
chucknorris Claim
Chuck Norris MCP — wraps chucknorris.io (free, no auth)
33267
swesmith-repos
Provides controlled access to llms.txt documentation files through MCP tools, a…
81
33268
asoc-trust
Provides agent certification and trust verification tools for AI agents, enabli…
81
33269
itsocialist
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
N/A N/A 95
33270
BWB03
Amazon catalog auditing tool. 13 quality checks for your listings.
N/A N/A
33271
plith
Plith Claim
The base layer for AI agents. Five APIs: task deduplication, cost prediction, o…
33272
jr551
zai Claim
N/A N/A 95
33273
Hebline
mcp-server Claim
Intelligent API routing for AI agents. Best service, best price, free alternati…
N/A N/A
33274
HalbonLabs
Provides comprehensive code quality tools including linting, security scanning,…
81
33275
agenson-tools
Validate and verify data from other agents before acting on it. Zero LLM costs.
N/A N/A
33276
simple_mcp_http Claim 1
A Test MCP server that provides tools, promts and resources
N/A N/A 76
33277
ScrapeGraphAI
Scrapegraph Claim
Convert webpages to clean markdown or structured data with minimal effort. Run …
N/A N/A 95
33278
ai-mcp-garage
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
N/A N/A 95
33279
nexo Claim 1
Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ t…
N/A N/A 81
33280
pipeworx-io
StackExchange MCP — wraps the StackExchange API v2.3 (free, no auth required fo…
33281
@sseaan
mcp-server-inbox Claim
N/A N/A 95
33282
elemzir
KTA-Oracle Claim
KTA-Oracle gives AI agents and developers real-time access to Keeta Network dat…
33283
unriddleautomation
xpoz Claim
N/A N/A 95
33284
Yc Rejection Claim
yc-rejection MCP — wraps StupidAPIs (requires X-API-Key)
33285
JunWoo0406
A starter project for rapidly developing Model Context Protocol (MCP) servers u…
N/A N/A
33286
pvliesdonk
Kroki MCP Claim
A production-ready MCP server scaffold that features built-in authentication, D…
33287
nexai
Nex.Ai Claim
33288
attalla1
AI-powered image editing through Photopea with 34 tools for documents, layers, …
N/A N/A
33289
pipeworx-io
gutendex Claim
Gutendex MCP — wraps Gutendex API for Project Gutenberg books (free, no auth)
33290
aviman1109
Enables interaction with multiple pre-configured Garmin accounts to query healt…
33291
Murugarajr
OHM MCP Claim
Provides comprehensive Python code refactoring capabilities including AST-based…
N/A N/A 95
33292
luisa-sys
Search and discover Lyra profiles.
33293
dadang11
cryptoiz Claim
Solana DEX whale intelligence: alpha, divergence, accumulation, BTC regime via …
N/A N/A
33294
Arielbs
Rosetta/PyRosetta protein modeling and Biotite translation for computational bi…
N/A N/A
33295
JimothySnicket
gemini-image Claim
Google Gemini image generation, editing, and local processing via MCP
N/A N/A
33296
yigitkonur
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
N/A N/A 95
33297
Reddit trend data over time, with growth for any topic or brand. Free key at tr…
67
33298
Ruben-Alvarez-Dev
MCP-Maestro Claim
Connects AI assistants to the Maestro research framework to orchestrate multi-a…
33299
istekapp
Enables AI assistants to interact with Istek API Client for managing workspaces…
N/A N/A 95
33300
mudrex
MCP server for Mudrex futures trading enabling AI agents to securely access dat…
Showing 33251–33300 of 33332 servers