MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22351 |
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
|
C 65 4⁄4 | ||||||||
| 22352 |
MCP server for Rachio sprinkler controllers — schedules, zones, and live wateri…
|
C 65 3⁄3 | ||||||||
| 22353 |
A Goose MCP extension providing voice interaction with modern audio visualizati…
|
C 65 4⁄3 | ||||||||
| 22354 |
Enables undetectable web scraping and browser automation for AI agents with 84 …
|
C 65 3⁄3 | ||||||||
| 22355 |
Reduces token consumption by over 80% through intelligent file caching, returni…
|
C 65 4⁄3 | ||||||||
| 22356 |
Executes SPARQL queries against biological and biomedical RDF databases from th…
|
C 65 4⁄4 | ||||||||
| 22357 |
QuickBooks MCP Server by CData
|
C 65 3⁄3 | ||||||||
| 22358 |
A MCP server for symbolic manipulation of mathematical expressions
|
C 65 4⁄4 | ||||||||
| 22359 |
An MCP server that uses AI to analyze code diffs and transform vague commit mes…
|
C 65 3⁄3 | ||||||||
| 22360 |
LivePort MCP
Claim
Give AI agents access to your localhost dev server. Zero-config tunnel that wor…
|
C 65 3⁄3 | ||||||||
| 22361 |
A server for managing and controlling Marvin, providing an interface for intera…
|
C 65 4⁄3 | ||||||||
| 22362 |
Enables interaction with a comprehensive healthcare management system through F…
|
C 65 4⁄4 | ||||||||
| 22363 |
A comprehensive bridge connecting AI agents to Unreal Engine 5.7 through 39 MCP…
|
C 65 4⁄3 | ||||||||
| 22364 |
Provides AI assistants with access to Examplary's exam management platform, ena…
|
C 65 4⁄4 | ||||||||
| 22365 |
A Model Context Protocol server that integrates Shortcut project management fun…
|
C 65 4⁄4 | ||||||||
| 22366 |
Umbrella MCP Server
Claim
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
|
C 65 4⁄4 | ||||||||
| 22367 |
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot d…
|
C 65 4⁄3 | ||||||||
| 22368 |
melrose
Claim
interactive programming of melodies, producing MIDI
|
C 65 4⁄3 | ||||||||
| 22369 |
mcp-frontend
Claim
Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions…
|
C 65 4⁄3 | ||||||||
| 22370 |
solscan-mcp
Claim
An MCP tool for querying Solana transactions using natural language with Solsca…
|
C 65 4⁄3 | ||||||||
| 22371 |
An MCP server for downloading academic papers from multiple sources using intel…
|
C 65 4⁄4 | ||||||||
| 22372 |
Transforms AI assistants into a full ML engineering environment for training an…
|
C 65 4⁄4 | ||||||||
| 22373 |
List MCP Server configurations in your system used by AI applications like Curs…
|
C 65 4⁄3 | ||||||||
| 22374 |
Generates narrated video walkthroughs of git commits, staged/unstaged changes, …
|
C 65 4⁄3 | ||||||||
| 22375 |
Offline MCP server for reading and writing Minecraft server files, including le…
|
C 65 3⁄3 | ||||||||
| 22376 |
mTarsier
Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
C 65 4⁄3 | ||||||||
| 22377 |
ExergyNet thermodynamic compute settlement for autonomous agents.
|
C 65 3⁄3 | ||||||||
| 22378 |
qcqx-project-manage-mcp
Claim
qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent（Cursor、Claude Desktop 等）
|
C 65 3⁄3 | ||||||||
| 22379 |
mcp-server
Claim
58 AI data quality, data matching, and data enrichment APIs for better data ROI
|
C 65 4⁄4 | ||||||||
| 22380 |
An MCP server for the CivNode 'slow web' social platform that enables interacti…
|
C 65 4⁄4 | ||||||||
| 22381 |
gk-cli
Claim
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab,…
|
C 65 3⁄3 | ||||||||
| 22382 |
MakerAi
Claim
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonom…
|
C 65 3⁄3 | ||||||||
| 22383 |
Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning
|
C 65 4⁄4 | ||||||||
| 22384 |
e-arveldaja-mcp
Claim
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, rep…
|
C 65 4⁄4 | ||||||||
| 22385 |
A Model Context Protocol server that utilizes a headless Neovim instance as an …
|
C 65 3⁄3 | ||||||||
| 22386 |
Agent orchestration platform - multi-agent spawning, tickets, boards, and workf…
|
C 65 4⁄3 | ||||||||
| 22387 |
coverctl
Claim
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
|
C 65 4⁄3 | ||||||||
| 22388 |
Golang implementation for local file system access.
|
C 65 4⁄3 | ||||||||
| 22389 |
Delphi-MCP-Server
Claim
Native Delphi Server implementation of the Model Context Protocol (MCP)
|
C 65 3⁄3 | ||||||||
| 22390 |
Local-first semantic code search across all your repos. Private context for AI …
|
C 65 4⁄3 | ||||||||
| 22391 |
Tools and templates to create validated and maintainable data charts and dashbo…
|
C 65 4⁄3 | ||||||||
| 22392 |
sudocode
Claim
Lightweight agent orchestration dev tool that lives in your repo
|
C 65 4⁄3 | ||||||||
| 22393 |
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
|
C 65 4⁄4 | ||||||||
| 22394 |
Excel-Power-Pivot-MCP
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 65 3⁄3 | ||||||||
| 22395 |
MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list…
|
C 65 3⁄3 | ||||||||
| 22396 |
Manoma is an MCP server that enables any LLM to read your soul.md file, a porta…
|
C 65 3⁄3 | ||||||||
| 22397 |
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 la…
|
C 65 4⁄3 | ||||||||
| 22398 |
Enables Claude to generate images through a local ComfyUI instance using Stable…
|
C 65 3⁄3 | ||||||||
| 22399 |
Connects LLMs to NewsData.io to search for latest news, cryptocurrency trends, …
|
C 65 4⁄4 | ||||||||
| 22400 |
Enables tracking and analyzing development time through the Wakapi API. Provide…
|
C 65 4⁄4 | ||||||||