MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57601
codebymov
CarlaMCP Claim
Enables natural language-driven creation and execution of autonomous-vehicle sc…
N/A N/A
57602
KatoMato65
time-mcp Claim
Simple MCP server that tells the time
N/A N/A 95
57603
qyd0801
cubox Claim
N/A N/A 95
57604
dkfancska
lastfm-mcp Claim
An MCP server for the Last.fm API that enables LLM agents to access music data …
N/A N/A
57605
lorecraft-io
Refero MCP Claim
Enables searching the Refero design catalog in plain English and generates DESI…
57606
kent-tokyo
shohei Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
57607
sajitsasi
MCP server that provides tools and resources to interact with Elasticsearch clu…
57608
joch
Connect MCP Claim
An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, s…
N/A N/A
57609
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
57610
AHM215
An MCP server that provides tools to interact with the LeetCode API, enabling p…
57611
risnake
An MCP server that connects an AI assistant to a Minecraft server via a Minefla…
N/A N/A
57612
akeslo
kubera-mcp Claim
MCP server for Kubera that lets LLMs read and update your portfolio data.
57613
opennod
Enables AI agents to discover and interact with business capabilities by readin…
57614
changjonathanc
voyager-mcp Claim
A Voyager-inspired MCP server that enables coding agents to build and immediate…
N/A N/A
57615
schwarztim
Enables AI assistants to perform authorized WiFi security assessments, includin…
57616
AHX47
ZimAgent Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
N/A N/A
57617
Beastknight933
Enables AI assistants to interact with FreeCAD for 3D modeling, macros, and deb…
N/A N/A
57618
dsers
Official DSers MCP for dropshipping: import, edit, price, and publish products …
57619
swatchdog-dev
validator Claim
On-demand drift checks: declared CSS color, radius, spacing & type vs your own …
57620
wxkingstar
search-docs Claim
N/A N/A 95
57621
cyrilpanicker
genai-lab Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
N/A N/A
57622
toby1123yjh
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
N/A N/A
57623
eliyahoumalkail
runware Claim
N/A N/A 95
57624
Vadosdavos
A Model Context Protocol (MCP) server that provides access to Yandex Metrika an…
81
57625
rubenknol
Enables an AI assistant to control Apple Logic Pro DAW including transport, mix…
N/A N/A
57626
tangled-mcp Claim 2
MCP server for Tangled git platform. Manage repositories, branches, and issues …
N/A N/A 81
57627
aliwatters
Browser automation for AI agents via the Model Context Protocol, enabling web n…
N/A N/A
57628
mattcoatsworth
Provides access to Northbeam marketing analytics data, enabling querying of met…
57629
reservoirprotocol
Relay Claim
Cross-chain bridge and swap quotes, fee estimation, and transaction tracking vi…
N/A N/A 83
57630
Bookmark Lens Claim 1
Local-first bookmark management with semantic search and AI-powered organization
N/A N/A 81
57631
54dabang
An MCP server for generating offline charts using Apache ECharts SVG SSR and rs…
57632
06ketan
substack-ops Claim 1
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
N/A N/A 83
57633
lesleslie
neo4j-mcp Claim
MCP server for Neo4j graph database operations, enabling Cypher queries, node/r…
57634
vkhafizov
Acture MCP Claim
Turns raw engineering signals into narrative reports by exposing GitHub data vi…
N/A N/A
57635
CSOAI-ORG
music-production-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
57636
shizzgar
Enables LLM agents to control Android devices securely via Shizuku and Termux:A…
N/A N/A
57637
deepanshuverma022
Provides a 'scan_website' tool to analyze target websites for security vulnerab…
57638
jcjc-dev
beli-mcp Claim
MCP server for the Beli app, enabling search, reviews, photos, bookmarks, and l…
57639
takaok5
Local repository memory for Codex that indexes TypeScript/JavaScript structure …
N/A N/A
57640
harshalmittal4
Provides read-only issue and project management tools for Jira Server/DC, enabl…
N/A N/A
57641
Hyg900928
An MCP server for weather information.
N/A N/A 95
57642
lit-mcp Claim 2
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
N/A N/A 81
57643
badchars
Dark web & threat intelligence for AI agents. HIBP, ThreatFox, ransomware track…
57644
cyj0920
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
N/A N/A
57645
cyanheads
Real-time US-equity quotes, company fundamentals, earnings, analyst trends, and…
N/A N/A
57646
sommerdhussain
agentrails Claim
N/A N/A
57647
jswepick
Manages advertisements across multiple platforms including Facebook, Google, an…
N/A N/A 95
57648
cvandesande
Hardware-accelerated codebase mapping that indexes Git repositories into Postgr…
N/A N/A
57649
minhdo01011990-glitch
Automates SEO report generation from Google Drive data via Claude Desktop, supp…
N/A N/A
57650
groupdocs-markdown
MCP server for GroupDocs.Markdown — convert documents to Markdown via AI agents.
N/A N/A
Showing 57601–57650 of 58579 servers