MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44251 |
cli-orchestrator-mcp
Claim
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
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| 44252 |
Leave Manager Plus
Claim
Manage employee leave with quick lookups for balances, histories, and recent ac…
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| 44253 |
cq_mini
Claim
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| 44254 |
mcp-dreamlaunchers-in
Claim
DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
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| 44255 |
SearchAPI MCP Agent
Claim
Integrates multiple search APIs (Google Search, Maps, Flights, Hotels) through …
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| 44256 |
note-taker-mcp
Claim
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| 44257 |
big-potential-330016
Claim
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| 44258 |
MusicMCP.AI MCP Server
Claim
Enables AI-powered music generation through natural language commands, supporti…
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| 44259 |
ContainerLab MCP Server
Claim
Enables network configuration, connectivity testing, and routing management for…
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| 44260 |
MatDrupal MCP
Claim
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
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| 44261 |
fastalert
Claim
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| 44262 |
Workers observability and debugging. Inspect application logs, analytics, and r…
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| 44263 |
Excel MCP Server
Claim
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
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| 44264 |
Caplets
Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
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| 44265 |
Astro Charts
Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
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| 44266 |
oracle-sqlplus-mcp
Claim
An MCP server that connects to Oracle databases using sqlplus, enabling SQL que…
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| 44267 |
aris-md/mcp
Claim
A minimal, well-structured MCP server implementation for learning and experimen…
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| 44268 |
grok-mcp
Claim
Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search wit…
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| 44269 |
Radar
Claim
Radar is an open-source Kubernetes observability and diagnostics MCP server. It…
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| 44270 |
Routes MCP requests intelligently to multiple backend servers through a single …
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| 44271 |
name-variants
Claim
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
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| 44272 |
MCP Code Crosscheck
Claim
Enables AI-assisted code review with bias mitigation strategies through cross-m…
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| 44273 |
Allora MCP Server
Claim
Enables AI systems to fetch machine learning inferences and prediction market d…
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| 44274 |
godson_123
Claim
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| 44275 |
Keshro MCP
Claim
The intelligent execution layer for coding agents, exposed as an MCP server for…
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| 44276 |
hevy-mcp
Claim
A Model Context Protocol server that connects Claude to Hevy workout logs, enab…
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| 44277 |
A versatile MCP server that connects to multiple relational databases (MySQL, P…
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| 44278 |
identifai-mcp
Claim
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
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| 44279 |
Myrcael
Claim
A TypeScript framework for building MCP servers with features for client sessio…
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| 44280 |
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
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| 44281 |
twoslides
Claim
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| 44282 |
GitScribe
Claim
GitScribe is an MCP server that enables intelligent web scraping of Git-based d…
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| 44283 |
grgdbsd
Claim
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| 44284 |
srv-d5200rd6ubrc7390v04g
Claim
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| 44285 |
FreeCAD MCP
Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
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| 44286 |
Coconuts MCP Server
Claim
Enables management of Google Maps saved places through a SQLite database. Allow…
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| 44287 |
Docker MCP
Claim
Enables remote Docker management over SSH via a local MCP server, providing too…
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| 44288 |
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
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| 44289 |
mcp-alphafold
Claim
Provides programmatic access to AlphaFold protein structure predictions and Uni…
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| 44290 |
Mnemopaysdk
Claim
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| 44291 |
NeuroTrade Signal API
Claim
AI-powered crypto trading signals for 400+ pairs. Generate directional signals …
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| 44292 |
MCP Utility Kit
Claim
Provides utility tools including random jokes, current weather, and name-based …
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| 44293 |
czxs5
Claim
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| 44294 |
A Model Context Protocol server that enables AI models to interact with the Mon…
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| 44295 |
cheapflights-mcp
Claim
An MCP server that finds cheap flights with flexible dates and smart suggestion…
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| 44296 |
MCP Server Basic Example
Claim
A basic Model Context Protocol server implementation that demonstrates core MCP…
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| 44297 |
A multi-domain productivity tool that currently enables job search automation, …
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| 44298 |
Tough Customer MCP
Claim
A Next.js MCP server that provides an inline roleplay configurator UI for Claud…
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| 44299 |
A deployable server on Cloudflare Workers that provides Model Context Protocol …
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| 44300 |
Dad Joke Visualizer
Claim
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
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