MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22651 |
An MCP server that wraps the GitHub CLI to provide comprehensive access to repo…
|
C 64 4⁄3 | ||||||||
| 22652 |
Enables medical image analysis, structured medical report generation, and medic…
|
C 64 4⁄4 | ||||||||
| 22653 |
ai-command
Claim
Control WordPress using WP-CLI, AI, and MCP.
|
C 64 3⁄3 | ||||||||
| 22654 |
An MCP server that integrates with Jira and Confluence to enable AI-powered iss…
|
C 64 4⁄4 | ||||||||
| 22655 |
A Chrome extension-based Model Context Protocol server that enables AI assistan…
|
C 64 4⁄3 | ||||||||
| 22656 |
An MCP server that enables interaction with the Strava API v3 to manage fitness…
|
C 64 4⁄4 | ||||||||
| 22657 |
HDX MCP Server provides access to humanitarian data through the Humanitarian Da…
|
C 64 4⁄4 | ||||||||
| 22658 |
SQL Server Analysis Services MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22659 |
Sybase IQ MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22660 |
Bringing the debugging we know and love as human programmers to our AI agents –…
|
C 64 4⁄3 | ||||||||
| 22661 |
Tally MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22662 |
Learn how to build Java-based MCP Servers and Clients with LangChain4J and Quar…
|
C 64 3⁄3 | ||||||||
| 22663 |
Enables AI applications to integrate with Tableau through developer primitives …
|
C 64 4⁄4 | ||||||||
| 22664 |
rhumb
Claim
Agent-native tool intelligence across 1,000+ scored services. 21 MCP tools: dis…
|
C 64 3⁄3 | ||||||||
| 22665 |
microsandbox
Claim
microsandbox
|
C 64 4⁄4 | ||||||||
| 22666 |
Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, pi…
|
C 64 4⁄3 | ||||||||
| 22667 |
An MCP to develop MATLAB pipelines section by section and read figures one dime…
|
C 64 4⁄3 | ||||||||
| 22668 |
A tool that accelerates MCP protocol adoption by automatically generating MCP-c…
|
C 64 4⁄4 | ||||||||
| 22669 |
MCP server for Guesty property management — 38 tools for STR operations.
|
C 64 3⁄3 | ||||||||
| 22670 |
Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP…
|
C 64 4⁄4 | ||||||||
| 22671 |
This read-only MCP Server allows you to connect to Salesforce Einstein data fro…
|
C 64 3⁄3 | ||||||||
| 22672 |
This read-only MCP Server allows you to connect to SuiteCRM data from Claude De…
|
C 64 3⁄3 | ||||||||
| 22673 |
Parquet MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22674 |
llm-app-exploration
Claim
A pattern for LLM agents to explore and control any app — mobile or desktop. Ac…
|
C 64 3⁄3 | ||||||||
| 22675 |
strategy-skills
Claim
11 open strategy frameworks as AI-guided prompts for any MCP client.
|
C 64 3⁄3 | ||||||||
| 22676 |
code-to-tree
Claim
A single-binary MCP server that converts source code into AST, regardless of la…
|
C 64 3⁄3 | ||||||||
| 22677 |
SharePoint Excel Services MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22678 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22679 |
An MCP server that provides access to a SQLite database for analyzing trading s…
|
C 64 4⁄3 | ||||||||
| 22680 |
CSV File MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22681 |
Enables AI agents to programmatically access self-hosted Penpot instances to re…
|
C 64 4⁄4 | ||||||||
| 22682 |
This read-only MCP Server allows you to connect to Dropbox data from Claude Des…
|
C 64 3⁄3 | ||||||||
| 22683 |
This read-only MCP Server allows you to connect to YouTube Analytics data from …
|
C 64 3⁄3 | ||||||||
| 22684 |
agents
Claim
|
C 64 4⁄3 | ||||||||
| 22685 |
Bridges AI assistants with Google Apps Script to enable automated building, man…
|
C 64 4⁄3 | ||||||||
| 22686 |
Graph-powered code intelligence with semantic search and knowledge graph for AI…
|
C 64 4⁄3 | ||||||||
| 22687 |
A local MCP server that guides users through Linux From Scratch (LFS) documenta…
|
C 64 3⁄3 | ||||||||
| 22688 |
Integrates Laminar workspaces with AI editors to manage workflows, steps, and c…
|
C 64 4⁄4 | ||||||||
| 22689 |
Connects Claude Desktop to Redmine for seamless project and issue management, i…
|
C 64 4⁄4 | ||||||||
| 22690 |
A2V
Claim
A2V: Next-Gen AI Value Compute Protocol. …
|
C 64 4⁄3 | ||||||||
| 22691 |
The U.S. Census Bureau Data API MCP connects AI Assistants with official Census…
|
C 64 4⁄3 | ||||||||
| 22692 |
Enables comprehensive access to Obsidian vaults through MCP, supporting multi-v…
|
C 64 4⁄4 | ||||||||
| 22693 |
This read-only MCP Server allows you to connect to Google Ad Manager data from …
|
C 64 3⁄3 | ||||||||
| 22694 |
An MCP server for RenderDoc: Empowering AI assistants to analyze GPU frame capt…
|
C 64 3⁄3 | ||||||||
| 22695 |
|
C 64 3⁄3 | ||||||||
| 22696 |
Maestro
Claim
Maestro is the simplest and most effective UI testing framework for Mobile and …
|
C 64 4⁄3 | ||||||||
| 22697 |
A production-grade, LLM-agnostic MCP server that integrates AI models with tool…
|
C 64 4⁄4 | ||||||||
| 22698 |
Pictify MCP Server
Claim
Enables AI assistants to programmatically generate images, GIFs, and PDFs from …
|
C 64 4⁄4 | ||||||||
| 22699 |
A curated collection of persona-based mcp server & tool groupings.
|
C 64 3⁄3 | ||||||||
| 22700 |
Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and…
|
C 64 4⁄4 | ||||||||