MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21501 |
Enables bank identification number (BIN) lookups via the Bin Lookup Checker API…
|
D 51 4⁄4 | ||||||||
| 21502 |
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
|
D 51 4⁄3 | ||||||||
| 21503 |
Provides a scalable, containerized infrastructure for deploying and managing Mo…
|
D 51 4⁄4 | ||||||||
| 21504 |
An MCP server that enables querying and managing relationships between websites…
|
D 51 4⁄4 | ||||||||
| 21505 |
A Model Context Protocol server for browser automation that uses Puppeteer to p…
|
D 51 4⁄3 | ||||||||
| 21506 |
Enables task management through a local MySQL database, supporting full CRUD op…
|
D 51 4⁄3 | ||||||||
| 21507 |
An MCP server that enables scRNA-Seq analysis through natural language, providi…
|
D 51 4⁄4 | ||||||||
| 21508 |
A dedicated Model Context Protocol server that enables AI clients to interact w…
|
D 51 4⁄4 | ||||||||
| 21509 |
An MCP Server that provides access to the Jumpseller e-commerce platform API, a…
|
D 51 4⁄4 | ||||||||
| 21510 |
Kokoro TTS MCP Server
Claim
Enables AI agents to generate and play high-quality text-to-speech audio using …
|
D 51 4⁄3 | ||||||||
| 21511 |
Enables querying parking lot information through an MCP server built with fastM…
|
D 51 4⁄4 | ||||||||
| 21512 |
A coding agent toolkit that transforms LLMs into coding assistants capable of w…
|
D 51 4⁄4 | ||||||||
| 21513 |
Document Q&A MCP Server
Claim
A Python-based MCP server that enables document-based question answering by pro…
|
D 51 4⁄4 | ||||||||
| 21514 |
An MCP server that automatically optimizes AI prompts using evolutionary algori…
|
D 51 4⁄3 | ||||||||
| 21515 |
An MCP-based tool orchestrator that exposes a single execute_task tool to Claud…
|
D 51 4⁄4 | ||||||||
| 21516 |
An MCP Server that enables interaction with VTEX's Headless Content Management …
|
D 51 4⁄4 | ||||||||
| 21517 |
A lightweight, modular API service that provides useful tools like weather, dat…
|
D 51 4⁄3 | ||||||||
| 21518 |
MCP Server for Google's Enterprise License Manager API, allowing users to manag…
|
D 51 4⁄4 | ||||||||
| 21519 |
Helps developers choose optimal technology stacks through progressive questioni…
|
D 51 4⁄4 | ||||||||
| 21520 |
Provides tools to search for apps and music via the iTunes Search API and monit…
|
D 51 4⁄4 | ||||||||
| 21521 |
An MCP server that analyzes stock trading volume to identify significant price …
|
D 51 4⁄4 | ||||||||
| 21522 |
A Model Context Protocol server that enables seamless integration between Curso…
|
D 51 4⁄4 | ||||||||
| 21523 |
Zero Trust Access AI Agent - MCP Server
|
D 51 4⁄3 | ||||||||
| 21524 |
A Model Context Protocol server that enables access to Ramp financial data thro…
|
D 51 4⁄4 | ||||||||
| 21525 |
Enables management of WeChat Official Accounts by supporting draft creation, im…
|
D 50 4⁄4 | ||||||||
| 21526 |
An MCP server that enables interaction with the OpenFIGI API, allowing users to…
|
D 50 4⁄3 | ||||||||
| 21527 |
Provides comprehensive A-share (Chinese stock market) data including stock info…
|
D 50 4⁄4 | ||||||||
| 21528 |
Enables multi-agent code review with P0/P1/P2 severity scoring by orchestrating…
|
D 50 4⁄3 | ||||||||
| 21529 |
A comprehensive Model Context Protocol server that enables interaction with Dis…
|
D 50 4⁄4 | ||||||||
| 21530 |
PDF RAG MCP Server
Claim
A document knowledge base system that enables users to upload PDFs and query th…
|
D 50 4⁄4 | ||||||||
| 21531 |
Notion MCP Server
Claim
A custom server that provides a REST API interface for Notion, allowing easy ac…
|
D 50 4⁄4 | ||||||||
| 21532 |
Enables AI assistants to perform real-time web searches and retrieve AI-generat…
|
D 50 4⁄4 | ||||||||
| 21533 |
This server contains 5 tools. It could be used to identify critical facilities …
|
D 50 4⁄3 | ||||||||
| 21534 |
Agentic Platform
Claim
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust …
|
D 50 4⁄4 | ||||||||
| 21535 |
Memara
Claim
Memara MCP Server provides persistent memory capabilities for Claude Desktop th…
|
D 50 3⁄3 | ||||||||
| 21536 |
DeepL MCP Server
Claim
Enables translation and text rephrasing using DeepL's API through a cloud-deplo…
|
D 50 4⁄4 | ||||||||
| 21537 |
Enables control and monitoring of Home Assistant smart home devices through MCP…
|
D 50 4⁄4 | ||||||||
| 21538 |
A feature-rich NASA data query tool that supports various NASA API services inc…
|
D 50 4⁄4 | ||||||||
| 21539 |
orchestraprime
Claim
Regulatory intelligence (FDA, ICH, EMA) and sanctions screening (OFAC, EU, UK) …
|
D 50 3⁄3 | ||||||||
| 21540 |
Enables AI assistants to access contextual knowledge from multiple repositories…
|
D 50 4⁄4 | ||||||||
| 21541 |
Metabase MCP Server
Claim
A Model Control Protocol server that enables AI assistants to interact with Met…
|
D 50 4⁄4 | ||||||||
| 21542 |
A template MCP server built with mcp-framework that provides a foundation for b…
|
D 50 4⁄3 | ||||||||
| 21543 |
A Model Context Protocol server implementation that allows AI models to interac…
|
D 50 4⁄3 | ||||||||
| 21544 |
Provide real-time data querying and visualization by integrating Tako with your…
|
D 50 5⁄5 | ||||||||
| 21545 |
A powerful log bridging tool that synchronizes log information between Cocos Cr…
|
D 50 4⁄4 | ||||||||
| 21546 |
Time-MCP
Claim
An agentic AI system that answers time-related questions by calling a time API …
|
D 50 4⁄4 | ||||||||
| 21547 |
The Applitools MCP server helps you create, update, and analyze visual tests us…
|
D 50 4⁄3 | ||||||||
| 21548 |
Enables control of lights in CASAMBI networks through Bluetooth interface witho…
|
D 50 4⁄3 | ||||||||
| 21549 |
An MCP Server that provides a natural language interface to Google Cloud Resour…
|
D 50 4⁄4 | ||||||||
| 21550 |
Supabase MCP Server
Claim
A bridge between AI assistants like GitHub Copilot and Supabase databases, allo…
|
D 50 4⁄4 | ||||||||