MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21651
rajat79suri
visa-info Claim
Visa requirements, documents, and FAQs for Indian passport holders. 35 countrie…
C 69 33 72 N/A N/A 31 95
21652
miliyarsh
OakVar MCP Server Claim 1
Enables AI assistants to perform genomic variant analysis using OakVar, includi…
C 69 33 78 N/A N/A 21 95
21653
ashios15
Provides AI assistants with frontend development tools including component scaf…
C 69 33 72 N/A N/A 30 95
21654
sshwarts
Napkin Claim
A shared whiteboard for you and your AI agent I wanted my AI agent and me to be…
C 69 33 72 45 83
21655
ohvenkat
hostinger-ssh-mcp Claim 1
MCP server for connecting Claude Code to a Hostinger VPS via SSH
C 69 33 67 N/A N/A 37 95
21656
marcuspat
turbo-flow Claim
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Ins…
C 69 33 54 N/A N/A 61 95
21657
ankimcp
Anki addon that exposes your flashcard collection to AI assistants via a local …
C 69 43 72 53 N/A 50 95
21658
LarsCowe
Queue Pilot Claim 2
MCP server for RabbitMQ and Kafka message inspection with JSON Schema validation
C 69 43 75 36 N/A 84 83
21659
CSOAI-ORG
Per-agent-pair IAM for A2A. Define policies ('orchestrator may call billing onl…
C 69 33 60 50 95
21660
CodeCraftingDevelopment
A bridge that enables MCP clients like Cascade and Windsurf to interact with to…
C 69 43 84 58 N/A 32 89
21661
singlestore-labs
An implementation of the Model Context Protocol (MCP) server for SingleStore th…
C 69 44 64 66 60 86
21662
daedalus
mcp-number-theory Claim
MCP server exposing number theory functions and factorization algorithms
C 69 33 50 N/A N/A 67 95
21663
kimlawtech
korean-contracts Claim
한국 사업자용 계약서 자동 생성 Claude Code 스킬. 9종 계약서(근로·알바·유연·일용·프리랜서·외주·변경·연봉) + MCP 개인정보 …
C 69 33 66 N/A N/A 41 95 GO
21664
cyanheads
mcp-reporter Claim
mcp-reporter is a streamlined utility that generates comprehensive capability r…
C 69 43 88 33 N/A 52 95
21665
elastic
mcp-server-elasticsearch Claim
Interact with your Elasticsearch indices through natural language conversations.
C 69 43 42 68 N/A 80 94
21666
dewtech-technologies
Secure MCP server for Obsidian with OWASP Top 10 controls and full audit loggin…
C 69 33 60 N/A N/A 67 83
21667
HadiCherkaoui
crafty-mcp Claim 1
MCP server for managing Minecraft servers through [Crafty Controller 4](https:/…
C 69 33 53 N/A N/A 60 95
21668
systempromptio
Production AI agent mesh in 3 commands. MCP servers, playbooks, and multi-agent…
C 69 43 60 68 N/A 51 95
21669
ralfbecher
API-first semantic engine and query planner for AI agents that compiles declara…
C 69 43 60 56 N/A 74 90
21670
shashwatgtm
Deal Strategy & Sales Enablement - 12 revenue acceleration tools
C 69 43 90 45 N/A 29 95
21671
drausal
Enables AI assistants to interact with GoHighLevel's complete API including con…
C 69 44 100 35 49 81
21672
eesb99
Optimization MCP Claim
Provides nine specialized production-ready solvers for advanced resource alloca…
C 69 44 84 52 50 81
21673
tixuz
openemis Claim 1
Read-only MCP server for OpenEMIS v5 — 645 resources, 24 playbooks, natural-lan…
C 69 33 78 N/A N/A 45 75
21674
AdsPower
adspower-browser Claim 1
MCP server for using the AdsPower LocalAPI
C 69 43 65 68 N/A 51 87
21675
akinabudu
Bug Bounty MCP Server Claim 1
A comprehensive MCP server for automated bug bounty hunting and security reconn…
C 69 43 78 62 N/A 35 90
21676
sharedmemoryai
Gives Claude Code, Claude Desktop, Cursor, VS Code Copilot, and other MCP-compa…
C 69 33 66 55 83
21677
qso-graph
qsp-mcp Claim 1
QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vL…
C 69 43 84 43 N/A 53 90
21678
stonehill-2345
An MCP and HTTP server wrapper for PyAutoGUI that enables LLMs to control mouse…
C 69 44 74 68 47 81
21679
Hebline
mcp-server Claim 1
Intelligent API routing for AI agents. Best service, best price, free alternati…
C 69 33 78 N/A N/A 58 67
21680
imjoshnewton
MediaSage Claim
Tracks movies, books, and TV shows with ratings and preferences, providing inte…
C 69 44 90 66 23 80
21681
evan-moon
firma Claim
Local-first CLI asset tracker for overseas stock investors with Claude Desktop …
C 69 33 54 N/A N/A 76 83
21682
pablixnieto2
etld-mcp-server Claim 1
Deterministic B2B Data Middleware. Waterfall parsing for CSV, EDI, SEC & Financ…
C 69 33 80 N/A N/A 32 83
21683
guia-matthieu
clawfu-skills Claim
172 expert marketing skills for AI agents — ClawFu MCP Server
C 69 33 60 N/A N/A 51 95
21684
sachdev27
Enables AI assistants to interact with Dell PowerScale (Isilon) OneFS clusters …
C 69 44 96 35 51 81
21685
Farraskuy
Godot MCP Bridge Claim
Enables AI assistants to control Godot game engine projects through a WebSocket…
C 69 33 78 N/A N/A 19 95
21686
Azure
aks-mcp Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 69 43 60 42 N/A 85 96
21687
ShaftHQ
shaft-mcp Claim
Automate browsers to click, type, navigate, and extract data from websites. Tar…
C 69 33 54 N/A N/A 61 95
21688
sthan-io
sthan-io Claim
MCP server for sthan.io - US address verification, parsing, autocomplete, forwa…
C 69 33 66 N/A N/A 55 83
21689
suonian
Yuque MCP Server Claim
Enables AI assistants to interact with Yuque (语雀) platform through MCP protocol…
C 69 44 80 43 68 81
21690
jbr
cargo-mcp Claim
cargo-mcp
C 69 43 56 56 N/A 71 95
21691
NakaokaRei
MCP server that can execute commands such as keyboard input and mouse movement
C 69 33 54 N/A N/A 60 95
21692
psufka
A comprehensive MCP server for OmniFocus 4 on macOS featuring 34 tools for task…
C 69 43 72 62 N/A 40 94
21693
NikaBuligini
A local proxy server that enables Slack MCP integration for opencode by rewriti…
C 69 33 60 N/A N/A 50 95
21694
paiml
pmcp Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
C 68 43 56 45 N/A 81 95
21695
JonnoC
CodeRAG Claim 1
An MCP server that transforms codebases into knowledge graphs using Neo4J, enab…
C 68 44 77 62 43 81
21696
stacklok
ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highligh…
C 68 43 60 43 N/A 85 92
21697
pbandreddy
Enables automated access to LoadRunner Cloud APIs for retrieving performance te…
C 68 44 84 68 23 81
21698
vrppaul
semantic-code-mcp Claim
A local MCP server that provides semantic code search for Python codebases usin…
C 68 43 64 50 N/A 63 94
21699
daedalus
mcp-pymetasploit3 Claim 1
Enables interaction with Metasploit Framework via the msfrpc protocol, exposing…
C 68 33 45 72 95
21700
tanush-yadav
Shopify MCP Server Claim
Enables interaction with Shopify store data (products, customers, orders) via G…
C 68 44 72 72 40 81
Showing 21651–21700 of 59785 servers
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