MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19751 |
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
|
C 65 4⁄4 | ||||||||
| 19752 |
melrose
Claim
interactive programming of melodies, producing MIDI
|
C 65 4⁄3 | ||||||||
| 19753 |
Enables users to fetch and search Jira tickets, comments, and attachments direc…
|
C 65 4⁄4 | ||||||||
| 19754 |
ParaView-MCP
Claim
Integrates multimodal large language models with ParaView to enable the creatio…
|
C 65 4⁄3 | ||||||||
| 19755 |
mobile-dev-mcp-server
Claim
This is a MCP designed to manage and interact with mobile devices and simulator…
|
C 65 3⁄3 | ||||||||
| 19756 |
A Model Context Protocol server that provides tools for interacting with the Pa…
|
C 65 4⁄4 | ||||||||
| 19757 |
solscan-mcp
Claim
An MCP tool for querying Solana transactions using natural language with Solsca…
|
C 65 4⁄3 | ||||||||
| 19758 |
TypeScript framework to build robust, agent-ready MCP servers around your APIs.
|
C 65 4⁄3 | ||||||||
| 19759 |
Provides programmatic access to Baidu's Xiling Digital Human platform, enabling…
|
C 65 4⁄4 | ||||||||
| 19760 |
🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs (C…
|
C 65 3⁄3 | ||||||||
| 19761 |
An MCP server for Things 3 on macOS that enables AI assistants to create, read,…
|
C 65 4⁄3 | ||||||||
| 19762 |
mTarsier
Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
C 65 4⁄3 | ||||||||
| 19763 |
AgentRunKit
Claim
Swift 6 agent SDK: type-safe tools, streaming, cloud + on-device inference via …
|
C 65 3⁄3 | ||||||||
| 19764 |
An MCP server that enables interaction with Bitbucket repositories through the …
|
C 65 4⁄4 | ||||||||
| 19765 |
Excel-Power-Pivot-MCP
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 65 3⁄3 | ||||||||
| 19766 |
An AI-powered eldercare platform that enables AI agents to monitor passive sens…
|
C 65 4⁄4 | ||||||||
| 19767 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads through the Google Ads API using GCloud aut…
|
C 65 4⁄4 | ||||||||
| 19768 |
List MCP Server configurations in your system used by AI applications like Curs…
|
C 65 4⁄3 | ||||||||
| 19769 |
Deterministic decision engine with receipts. Define rules in YAML, query a grap…
|
C 65 4⁄3 | ||||||||
| 19770 |
Extracts YouTube video metadata, titles, and descriptions along with transcript…
|
C 65 4⁄3 | ||||||||
| 19771 |
modelmux
Claim
Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart ro…
|
C 65 4⁄3 | ||||||||
| 19772 |
coverctl
Claim
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
|
C 65 4⁄3 | ||||||||
| 19773 |
Enables natural language trading operations through Alpaca's API, supporting st…
|
C 65 4⁄4 | ||||||||
| 19774 |
Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning
|
C 65 4⁄4 | ||||||||
| 19775 |
Connects Claude with Microsoft Outlook through the Graph API, providing compreh…
|
C 65 4⁄4 | ||||||||
| 19776 |
MCP Server for Excel
Claim
Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and mor…
|
C 65 4⁄3 | ||||||||
| 19777 |
Enables tracking and analyzing development time through the Wakapi API. Provide…
|
C 65 4⁄4 | ||||||||
| 19778 |
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot d…
|
C 65 4⁄3 | ||||||||
| 19779 |
Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CS…
|
C 65 4⁄3 | ||||||||
| 19780 |
Enables AI assistants to help manage your You Need A Budget (YNAB) finances thr…
|
C 65 4⁄4 | ||||||||
| 19781 |
gk-cli
Claim
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab,…
|
C 65 3⁄3 | ||||||||
| 19782 |
Umbrella MCP Server
Claim
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
|
C 65 4⁄4 | ||||||||
| 19783 |
Enables AI assistants to automate WeChat Developer Tools for mini programs, all…
|
C 65 4⁄3 | ||||||||
| 19784 |
An MCP server for loading skills (shim for non-claude clients).
|
C 65 4⁄4 | ||||||||
| 19785 |
Tools and templates to create validated and maintainable data charts and dashbo…
|
C 65 4⁄3 | ||||||||
| 19786 |
mcp-dock
Claim
A cross-platform MCP Server manager for Cursor, Claude, Windsurf, Zed & TRAE. F…
|
C 65 3⁄3 | ||||||||
| 19787 |
An MCP server for downloading academic papers from multiple sources using intel…
|
C 65 4⁄4 | ||||||||
| 19788 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
C 65 4⁄4 | ||||||||
| 19789 |
A Model Context Protocol server that integrates Shortcut project management fun…
|
C 65 4⁄4 | ||||||||
| 19790 |
dev-assist
Claim
A monorepo for the Google Workspace Dev Assist project, providing an MCP server…
|
C 65 4⁄3 | ||||||||
| 19791 |
An MCP server for the CivNode 'slow web' social platform that enables interacti…
|
C 65 4⁄4 | ||||||||
| 19792 |
A server that allows AI assistants to browse and read files from specified GitH…
|
C 65 4⁄4 | ||||||||
| 19793 |
MigoXLab/dingo
Claim
MCP server for the Dingo: a comprehensive data quality evaluation tool. Server …
|
C 65 4⁄3 | ||||||||
| 19794 |
Full CRUD MCP server for FactorialHR: employees, teams, time off, projects, ATS…
|
C 64 4⁄3 | ||||||||
| 19795 |
SFTP MCP Server by CData
Claim
SFTP MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 19796 |
JSON MCP Server by CData
Claim
JSON MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 19797 |
Pictify MCP Server
Claim
Enables AI assistants to programmatically generate images, GIFs, and PDFs from …
|
C 64 4⁄4 | ||||||||
| 19798 |
spotdb
Claim
Ephemeral data sandbox for AI workflows with guardrails and security
|
C 64 4⁄3 | ||||||||
| 19799 |
Okta MCP Server by CData
Claim
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 19800 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 64 4⁄3 | ||||||||