MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22351 |
A Model Context Protocol server that provides tools for interacting with the Pa…
|
C 65 4⁄4 | ||||||||
| 22352 |
mTarsier
Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
C 65 4⁄3 | ||||||||
| 22353 |
Enables natural language trading operations through Alpaca's API, supporting st…
|
C 65 4⁄4 | ||||||||
| 22354 |
gk-cli
Claim
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab,…
|
C 65 3⁄3 | ||||||||
| 22355 |
mcp-server-jdbc
Claim
Connect to any JDBC-compatible database and query, insert, update, delete, and …
|
C 65 3⁄3 | ||||||||
| 22356 |
Search domains from plain-language ideas and get exact matches plus brandable v…
|
C 65 3⁄3 | ||||||||
| 22357 |
Enables AI assistants to interact with Clojure REPLs for evaluating code, perfo…
|
C 65 4⁄3 | ||||||||
| 22358 |
Provides comprehensive access to Dungeons & Dragons 5th Edition content through…
|
C 65 4⁄4 | ||||||||
| 22359 |
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
|
C 65 3⁄3 | ||||||||
| 22360 |
A server that implements the Model Context Protocol (MCP) standard, enabling LL…
|
C 65 4⁄4 | ||||||||
| 22361 |
AI-powered MCP server for Apache Druid cluster management and analytic
|
C 65 3⁄3 | ||||||||
| 22362 |
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
|
C 65 4⁄4 | ||||||||
| 22363 |
Enables users to fetch and search Jira tickets, comments, and attachments direc…
|
C 65 4⁄4 | ||||||||
| 22364 |
agentic-tools
Claim
Agent Tool and Skills for VR Development on Meta Quest
|
C 65 3⁄3 | ||||||||
| 22365 |
Local-first semantic code search across all your repos. Private context for AI …
|
C 65 4⁄3 | ||||||||
| 22366 |
Enables comprehensive feature engineering for classification datasets with auto…
|
C 65 3⁄3 | ||||||||
| 22367 |
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Win…
|
C 65 3⁄3 | ||||||||
| 22368 |
Enables AI assistants to manage OKRs, track goals, and update progress on the T…
|
C 65 4⁄4 | ||||||||
| 22369 |
OmniMind
Claim
OmniMind: An open-source Python library for effortless MCP (Model Context Proto…
|
C 65 4⁄3 | ||||||||
| 22370 |
|
C 65 3⁄3 | ||||||||
| 22371 |
A modern CLI tool for generating production-ready Model Context Protocol (MCP) …
|
C 65 4⁄3 | ||||||||
| 22372 |
MCP that provides fast, token-efficient tools for navigating, searching, and un…
|
C 65 3⁄3 | ||||||||
| 22373 |
Enables undetectable web scraping and browser automation for AI agents with 84 …
|
C 65 3⁄3 | ||||||||
| 22374 |
ast-grep is a fast and polyglot tool for code structural search, lint, rewritin…
|
C 65 4⁄4 | ||||||||
| 22375 |
An MCP server for downloading academic papers from multiple sources using intel…
|
C 65 4⁄4 | ||||||||
| 22376 |
kiro-powers
Claim
Repository of custom kiro powers. https://kiro.dev/docs/powers/
|
C 65 3⁄3 | ||||||||
| 22377 |
Peruvian public data — SUNAT RUC, BCRP FX, SEACE tenders. Sourced from official…
|
C 65 3⁄3 | ||||||||
| 22378 |
An MCP server for the CivNode 'slow web' social platform that enables interacti…
|
C 65 4⁄4 | ||||||||
| 22379 |
MakerAi
Claim
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonom…
|
C 65 3⁄3 | ||||||||
| 22380 |
Provides a natural language interface for scRNA-Seq analysis using the Scanpy l…
|
C 65 4⁄4 | ||||||||
| 22381 |
Enables connecting to Zelta through the Model Context Protocol for use with Cla…
|
C 65 3⁄3 | ||||||||
| 22382 |
MCP server for Forge, Voxell's embedding API. Voxell's Ingot-8B-R3 ranks #1 for…
|
C 65 3⁄3 | ||||||||
| 22383 |
Ping Host MCP
Claim
Minimal MCP server that enables network connectivity testing via ping commands …
|
C 65 3⁄3 | ||||||||
| 22384 |
Tools and templates to create validated and maintainable data charts and dashbo…
|
C 65 4⁄3 | ||||||||
| 22385 |
Dingo MCP Server
Claim
Dingo MCP Server
|
C 65 4⁄3 | ||||||||
| 22386 |
A service that provides programmatic access to qBittorrent's WebUI API, enablin…
|
C 65 4⁄4 | ||||||||
| 22387 |
Automate and accelerate Indian legal research with intelligent tools that searc…
|
C 65 4⁄3 | ||||||||
| 22388 |
QuickBooks MCP Server by CData
|
C 65 3⁄3 | ||||||||
| 22389 |
Enables Claude to generate images through a local ComfyUI instance using Stable…
|
C 65 3⁄3 | ||||||||
| 22390 |
An MCP server for managing and monitoring Docker, Docker Compose, and Kubernete…
|
C 65 4⁄4 | ||||||||
| 22391 |
A unified interface for major African payment providers including M-Pesa, Payst…
|
C 65 4⁄4 | ||||||||
| 22392 |
Connects LLMs to NewsData.io to search for latest news, cryptocurrency trends, …
|
C 65 4⁄4 | ||||||||
| 22393 |
Enables tracking and analyzing development time through the Wakapi API. Provide…
|
C 65 4⁄4 | ||||||||
| 22394 |
Berry MCP Server
Claim
A universal framework for creating and deploying custom Model Context Protocol …
|
C 65 4⁄4 | ||||||||
| 22395 |
davinci-resolve-mcp
Claim
MCP server integration for DaVinci Resolve providing powerful tools for video e…
|
C 65 4⁄3 | ||||||||
| 22396 |
Connects AI assistants to the Vectra AI security platform to enable intelligent…
|
C 65 4⁄4 | ||||||||
| 22397 |
AgentRunKit
Claim
Swift 6 agent SDK: type-safe tools, streaming, cloud + on-device inference via …
|
C 65 3⁄3 | ||||||||
| 22398 |
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
|
C 65 4⁄4 | ||||||||
| 22399 |
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact an…
|
C 65 4⁄3 | ||||||||
| 22400 |
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 | ||||||||