MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37201 |
contextium-mcp-server
Claim
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
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| 37202 |
Agent Bounty Jobs
Claim
Agent-to-agent bounty board: post tasks with stated rewards, fill them, first a…
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| 37203 |
GEP MCP Server
Claim
Exposes GEP (Genome Evolution Protocol) evolution capabilities to MCP-compatibl…
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| 37204 |
vault-mcp
Claim
Enables personal knowledge management through Claude Desktop, allowing users to…
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| 37205 |
bug-ledger-mcp
Claim
A shared, concurrency-safe ledger for LLM code audits. It enables multiple agen…
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| 37206 |
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit l…
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| 37207 |
mcp-apple-calendar
Claim
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
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| 37208 |
ConnectMeGuru
Claim
An official MCP server for ConnectMeGuru to search active travel eSIM packages,…
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| 37209 |
HeadStarter MCP Server
Claim
Enables creating Notion pages from natural language prompts via the Notion API,…
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| 37210 |
mcp-db-analyzer
Claim
A Model Context Protocol (MCP) server that gives AI assistants deep visibility …
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| 37211 |
AgenTest
Claim
AI-driven mobile app testing via MCP, enabling AI coding agents to test Android…
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| 37212 |
server
Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
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| 37213 |
enrichment
Claim
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| 37214 |
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
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| 37215 |
cockpit-mcp
Claim
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (…
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| 37216 |
claude-computer-use-mcp
Claim
Wraps OpenAI Codex's computer-use engine to provide MCP tools for Windows scree…
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| 37217 |
solblade
Claim
AI-native Solana wallet CLI with scoped MCP server, enabling AI agents to manag…
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| 37218 |
MCP server for enterprise authentication and authorization — JWT validation, OI…
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| 37219 |
mcp-ziwei
Claim
Calculates and returns a Ziwei Doushu (Purple Star Astrology) chart based on bi…
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| 37220 |
MI25-tuning-MCP
Claim
Manages multi_llm-client operations for MI25/gfx900 GPUs, enabling configuratio…
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| 37221 |
Homey MCP Server
Claim
Enables AI assistants to control and query smart home devices through Homey Pro…
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| 37222 |
A private MCP server that lets Claude generate images using Google Gemini/Image…
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| 37223 |
blockbeats-mcp
Claim
A crypto data gateway for AI assistants, providing real-time newsflashes, artic…
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| 37224 |
M3
Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
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| 37225 |
EvidenceGene Court
Claim
Adversarial autonomous DFIR. A court of AI agents — Prosecutor, Defender, Arbit…
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| 37226 |
mcp-server-go-quality
Claim
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
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| 37227 |
InboxAPI CLI
Claim
Provides an AI agent with its own email address to send, receive, and manage em…
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| 37228 |
identity-mcp
Claim
MCP server that gives AI agents disposable email addresses and real phone numbe…
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| 37229 |
lark-mcp
Claim
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wik…
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| 37230 |
mcpify
Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
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| 37231 |
mcp-gnu-units
Claim
Unit conversion and dimensional analysis backed by the bundled GNU units databa…
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| 37232 |
MCP-ORTools
Claim
Enables Large Language Models to submit and solve constraint satisfaction and o…
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| 37233 |
Enables Claude Code to read and write issues on the Testing Platform via natura…
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| 37234 |
minecraft-ai-mcp
Claim
An MCP server that enables AI agents to play Minecraft with full bot capabiliti…
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| 37235 |
poldex
Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
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| 37236 |
ODPS MCP Server
Claim
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
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| 37237 |
Cloudflare Image MCP
Claim
Image generation MCP server running on Cloudflare Workers, supporting multiple …
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| 37238 |
engain-mcp
Claim
Enables programmatic Reddit growth campaign management via the Engain API, incl…
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| 37239 |
BulkClix MCP Server
Claim
Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime,…
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| 37240 |
gmail-mcp1
Claim
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| 37241 |
Rexi MCP Server
Claim
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
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| 37242 |
mcp-arcgis-henderson
Claim
Enables searching and querying City of Henderson open geospatial datasets (parc…
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| 37243 |
squire
Claim
Remote runtimes for validation and offload jobs.
|
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| 37244 |
re-dotnet
Claim
MCP server for .NET assembly analysis. Vendor-neutral wrapper around AsmResolve…
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| 37245 |
Enables interaction with ConnectWise Manage through 45 tools across Service, Op…
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| 37246 |
pixel-mcp
Claim
Enables LLMs to create and edit pixel art reliably with support for layers, fra…
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| 37247 |
fuel-mcp
Claim
China fuel prices: gasoline and diesel across all 31 provinces with adjustment …
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| 37248 |
homes-mcp
Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
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| 37249 |
release-gate
Claim
Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
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| 37250 |
mcp-ispkeeper
Claim
Read-only MCP server for ISPKeeper ISP management software, enabling querying o…
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