MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22601 |
IBM DB2 MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22602 |
Provides Model Context Protocol tools for interacting with eToro's public API e…
|
C 64 4⁄4 | ||||||||
| 22603 |
A Model Context Protocol server that enables natural language commands to manag…
|
C 64 4⁄4 | ||||||||
| 22604 |
vidal-helpdesk-mcp
Claim
Enterprise-grade AI-powered helpdesk MCP server for Swiss SMEs, enabling autono…
|
C 64 3⁄3 | ||||||||
| 22605 |
Apache CouchDB MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22606 |
Enables AI applications to integrate with Tableau through developer primitives …
|
C 64 4⁄4 | ||||||||
| 22607 |
Amazon S3 MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22608 |
Graph-powered code intelligence with semantic search and knowledge graph for AI…
|
C 64 4⁄3 | ||||||||
| 22609 |
The U.S. Census Bureau Data API MCP connects AI Assistants with official Census…
|
C 64 4⁄3 | ||||||||
| 22610 |
This read-only MCP Server allows you to connect to SuiteCRM data from Claude De…
|
C 64 3⁄3 | ||||||||
| 22611 |
Unity MCP Server
Claim
A Unity Editor plugin that exposes Unity Editor capabilities to external AI age…
|
C 64 3⁄3 | ||||||||
| 22612 |
MCP server for DECIMER image-to-SMILES chemical structure recognition
|
C 64 3⁄3 | ||||||||
| 22613 |
ai-command
Claim
Control WordPress using WP-CLI, AI, and MCP.
|
C 64 3⁄3 | ||||||||
| 22614 |
strategy-skills
Claim
11 open strategy frameworks as AI-guided prompts for any MCP client.
|
C 64 3⁄3 | ||||||||
| 22615 |
A Model Context Protocol server that provides Claude with comprehensive access …
|
C 64 4⁄4 | ||||||||
| 22616 |
Bridges AI assistants with Google Apps Script to enable automated building, man…
|
C 64 4⁄3 | ||||||||
| 22617 |
Provides project memory management for Claude Desktop, storing memories as Mark…
|
C 64 4⁄3 | ||||||||
| 22618 |
MCP Gateway is a reverse proxy and management layer for MCP servers, enabling s…
|
C 64 4⁄3 | ||||||||
| 22619 |
MCP Server for Vinted that allows to search items, compare prices, and analyze …
|
C 64 3⁄3 | ||||||||
| 22620 |
MCP server for Yandex Metrika — web analytics, counters, goals, traffic (Russia)
|
C 64 3⁄3 | ||||||||
| 22621 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22622 |
HDFS MCP Server by CData
Claim
HDFS MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22623 |
Google AdWords MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22624 |
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
|
C 64 3⁄3 | ||||||||
| 22625 |
mcp-ecosystem
Claim
MCP Ecosystem: Docker MCP Toolkit, IDE Configs & Presets for AIOS
|
C 64 3⁄3 | ||||||||
| 22626 |
A comprehensive MCP server that provides AI assistants with full access to Fact…
|
C 64 4⁄3 | ||||||||
| 22627 |
RSS MCP Server by CData
Claim
This read-only MCP Server allows you to connect to RSS data from Claude Desktop…
|
C 64 3⁄3 | ||||||||
| 22628 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22629 |
Provides AI assistants with complete access to the Mindbody API for fitness and…
|
C 64 4⁄4 | ||||||||
| 22630 |
Connects LLMs to Todoist for comprehensive task and project management, enablin…
|
C 64 4⁄4 | ||||||||
| 22631 |
MCP server for Planfix API enabling task, project, contact, and comment managem…
|
C 64 3⁄3 | ||||||||
| 22632 |
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
|
C 64 4⁄4 | ||||||||
| 22633 |
Pictify MCP Server
Claim
Enables AI assistants to programmatically generate images, GIFs, and PDFs from …
|
C 64 4⁄4 | ||||||||
| 22634 |
A tool that accelerates MCP protocol adoption by automatically generating MCP-c…
|
C 64 4⁄4 | ||||||||
| 22635 |
Gives any MCP-compatible AI agent instant access to the Australian Business Reg…
|
C 64 3⁄3 | ||||||||
| 22636 |
Apache Hbase MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22637 |
Peta Core
Claim
A production-ready MCP gateway and control plane that provides credential vault…
|
C 64 4⁄3 | ||||||||
| 22638 |
microsandbox
Claim
microsandbox
|
C 64 4⁄4 | ||||||||
| 22639 |
This read-only MCP Server allows you to connect to YouTube Analytics data from …
|
C 64 3⁄3 | ||||||||
| 22640 |
Neo4J MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22641 |
V-Sekai-fire's Sympy
Claim
Solve symbolic mathematics problems using SymPy.
|
C 64 3⁄3 | ||||||||
| 22642 |
spotdb
Claim
Ephemeral data sandbox for AI workflows with guardrails and security
|
C 64 4⁄3 | ||||||||
| 22643 |
Provides local codebase intelligence as an MCP server, enabling AI agents to qu…
|
C 64 4⁄3 | ||||||||
| 22644 |
neurondb
Claim
PostgreSQL extension for vector search, embeddings, and ML, plus NeuronAgent ru…
|
C 64 4⁄3 | ||||||||
| 22645 |
Enables AI agents to programmatically access self-hosted Penpot instances to re…
|
C 64 4⁄4 | ||||||||
| 22646 |
Educational Python refactoring assistant that provides guided suggestions for A…
|
C 64 4⁄4 | ||||||||
| 22647 |
An MCP server that enables AI assistants to manage Docker containers, images, n…
|
C 64 4⁄3 | ||||||||
| 22648 |
A Model Context Protocol server for interacting with Redmine using its REST API…
|
C 64 4⁄4 | ||||||||
| 22649 |
MantraChain MCP Server
Claim
A server that provides tools for interacting with MantraChain blockchain throug…
|
C 64 4⁄4 | ||||||||
| 22650 |
A Model Context Protocol server that enables AI assistants to interact with Lin…
|
C 64 4⁄4 | ||||||||