MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22401 |
An MCP server that integrates with MoneyForward Cloud Invoice API v3 to automat…
|
C 65 4⁄4 | ||||||||
| 22402 |
Track and optimize AI API spending across 16 providers with live pricing.
|
C 65 3⁄3 | ||||||||
| 22403 |
An MCP server that enables interaction with Bitbucket repositories through the …
|
C 65 4⁄4 | ||||||||
| 22404 |
Provides AI assistants with access to Examplary's exam management platform, ena…
|
C 65 4⁄4 | ||||||||
| 22405 |
Enables AI-powered email management for Microsoft Outlook through natural langu…
|
C 65 3⁄3 | ||||||||
| 22406 |
Provides a natural language interface for scRNA-Seq analysis using the Scanpy l…
|
C 65 4⁄4 | ||||||||
| 22407 |
ast-grep is a fast and polyglot tool for code structural search, lint, rewritin…
|
C 65 4⁄4 | ||||||||
| 22408 |
e-arveldaja-mcp
Claim
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, rep…
|
C 65 4⁄4 | ||||||||
| 22409 |
LLM-based code review MCP server with AST-powered smart context extraction. Sup…
|
C 65 4⁄3 | ||||||||
| 22410 |
kiro-powers
Claim
Repository of custom kiro powers. https://kiro.dev/docs/powers/
|
C 65 3⁄3 | ||||||||
| 22411 |
LivePort MCP
Claim
Give AI agents access to your localhost dev server. Zero-config tunnel that wor…
|
C 65 3⁄3 | ||||||||
| 22412 |
Search domains from plain-language ideas and get exact matches plus brandable v…
|
C 65 3⁄3 | ||||||||
| 22413 |
Passive reconnaissance MCP server powered by Shodan, enabling host lookups, sea…
|
C 65 3⁄3 | ||||||||
| 22414 |
Excel-Power-Pivot-MCP
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 65 3⁄3 | ||||||||
| 22415 |
Enables comprehensive feature engineering for classification datasets with auto…
|
C 65 3⁄3 | ||||||||
| 22416 |
agentic-tools
Claim
Agent Tool and Skills for VR Development on Meta Quest
|
C 65 3⁄3 | ||||||||
| 22417 |
Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 too…
|
C 65 3⁄3 | ||||||||
| 22418 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads through the Google Ads API using GCloud aut…
|
C 65 4⁄4 | ||||||||
| 22419 |
A server that implements the Model Context Protocol (MCP) standard, enabling LL…
|
C 65 4⁄4 | ||||||||
| 22420 |
Enables AI assistants to interact with Clojure REPLs for evaluating code, perfo…
|
C 65 4⁄3 | ||||||||
| 22421 |
Provides comprehensive access to Dungeons & Dragons 5th Edition content through…
|
C 65 4⁄4 | ||||||||
| 22422 |
AI-powered MCP server for Apache Druid cluster management and analytic
|
C 65 3⁄3 | ||||||||
| 22423 |
A service that provides programmatic access to qBittorrent's WebUI API, enablin…
|
C 65 4⁄4 | ||||||||
| 22424 |
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact an…
|
C 65 4⁄3 | ||||||||
| 22425 |
Executes SPARQL queries against biological and biomedical RDF databases from th…
|
C 65 4⁄4 | ||||||||
| 22426 |
A modern CLI tool for generating production-ready Model Context Protocol (MCP) …
|
C 65 4⁄3 | ||||||||
| 22427 |
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
|
C 65 3⁄3 | ||||||||
| 22428 |
mcp-server-excel
Claim
Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTab…
|
C 65 4⁄3 | ||||||||
| 22429 |
Reduces token consumption by over 80% through intelligent file caching, returni…
|
C 65 4⁄3 | ||||||||
| 22430 |
QuickBooks MCP Server by CData
|
C 65 3⁄3 | ||||||||
| 22431 |
A Model Context Protocol server that utilizes a headless Neovim instance as an …
|
C 65 3⁄3 | ||||||||
| 22432 |
Local-first semantic code search across all your repos. Private context for AI …
|
C 65 4⁄3 | ||||||||
| 22433 |
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 | ||||||||
| 22434 |
Connects LLMs to NewsData.io to search for latest news, cryptocurrency trends, …
|
C 65 4⁄4 | ||||||||
| 22435 |
MakerAi
Claim
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonom…
|
C 65 3⁄3 | ||||||||
| 22436 |
Enables tracking and analyzing development time through the Wakapi API. Provide…
|
C 65 4⁄4 | ||||||||
| 22437 |
Enables users to fetch and search Jira tickets, comments, and attachments direc…
|
C 65 4⁄4 | ||||||||
| 22438 |
A comprehensive bridge connecting AI agents to Unreal Engine 5.7 through 39 MCP…
|
C 65 4⁄3 | ||||||||
| 22439 |
Connects the ABANCA OpenBanking API (PSD2) with LLMs to provide secure access t…
|
C 65 3⁄3 | ||||||||
| 22440 |
An MCP server for downloading academic papers from multiple sources using intel…
|
C 65 4⁄4 | ||||||||
| 22441 |
|
C 65 3⁄3 | ||||||||
| 22442 |
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
|
C 65 4⁄4 | ||||||||
| 22443 |
A Model Context Protocol server that provides tools for interacting with the Pa…
|
C 65 4⁄4 | ||||||||
| 22444 |
A server that allows AI assistants to browse and read files from specified GitH…
|
C 65 4⁄4 | ||||||||
| 22445 |
An MCP server for Things 3 on macOS that enables AI assistants to create, read,…
|
C 65 4⁄3 | ||||||||
| 22446 |
List MCP Server configurations in your system used by AI applications like Curs…
|
C 65 4⁄3 | ||||||||
| 22447 |
turbovault
Claim
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an …
|
C 65 4⁄3 | ||||||||
| 22448 |
MCP File Explorer
Claim
A beginner MCP server that enables Claude to read local text, CSV, and Markdown…
|
C 65 3⁄3 | ||||||||
| 22449 |
ParaView-MCP
Claim
Integrates multimodal large language models with ParaView to enable the creatio…
|
C 65 4⁄3 | ||||||||
| 22450 |
Enables AI assistants to interact with the QuantConnect cloud platform for algo…
|
C 65 4⁄4 | ||||||||