MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 3 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7451 |
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
|
B 70 5⁄5 | ||||||||
| 7452 |
Enables automated publishing and draft saving to note.com platform using Playwr…
|
B 70 5⁄5 | ||||||||
| 7453 |
Enables managing PostgreSQL clusters via the CloudNativePG operator, including …
|
B 70 5⁄5 | ||||||||
| 7454 |
Enables AI assistants to send emails and SMS messages through the Unosend API. …
|
B 70 5⁄5 | ||||||||
| 7455 |
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
|
B 70 5⁄4 | ||||||||
| 7456 |
Provides advanced Flutter development tools via Model Context Protocol with fea…
|
B 70 5⁄5 | ||||||||
| 7457 |
Enables AI applications to send emails, manage drafts, and compose professional…
|
B 70 5⁄4 | ||||||||
| 7458 |
A TypeScript-based boilerplate for building Model Context Protocol (MCP) server…
|
B 70 5⁄4 | ||||||||
| 7459 |
Enables natural language interaction with Docker commands and operations. Suppo…
|
B 70 5⁄5 | ||||||||
| 7460 |
Brings Google Gemini 2.0 Flash native image generation capabilities into Claude…
|
B 70 5⁄5 | ||||||||
| 7461 |
A modular plugin system that allows AI agents to dynamically load and use 'skil…
|
B 70 5⁄4 | ||||||||
| 7462 |
Provides access to Vietnamese stock market data and APIs from VNDirect, FireAnt…
|
B 70 5⁄4 | ||||||||
| 7463 |
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
|
B 70 5⁄5 | ||||||||
| 7464 |
Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to…
|
B 70 5⁄4 | ||||||||
| 7465 |
Enables monitoring and querying of Datadog metrics for Kubernetes clusters, APM…
|
B 70 5⁄5 | ||||||||
| 7466 |
Enables Claude Desktop and Agents to generate AI avatars and videos through the…
|
B 70 5⁄5 | ||||||||
| 7467 |
A comprehensive MCP server providing Claude with full access to Brevo's marketi…
|
B 70 5⁄5 | ||||||||
| 7468 |
A Model Context Protocol server that enables Docker container management throug…
|
B 70 5⁄5 | ||||||||
| 7469 |
Morphik MCP
Claim
Enables interaction with the Morphik multi-modal database system for document i…
|
B 70 5⁄5 | ||||||||
| 7470 |
Web search capabilities using Microsoft Bing Search API
|
B 70 5⁄5 | ||||||||
| 7471 |
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
|
B 70 5⁄5 | ||||||||
| 7472 |
Connects AI assistants to a local Codex engine for performing deep, project-lev…
|
B 70 5⁄4 | ||||||||
| 7473 |
AI agent ecosystem research, DeFi analysis, and market research tools
|
B 70 5⁄5 | ||||||||
| 7474 |
Athena Health MCP Server
Claim
Enables interaction with Athena Health's API for comprehensive healthcare pract…
|
B 70 5⁄5 | ||||||||
| 7475 |
Provides AI assistants with persistent memory through local ChromaDB vector sto…
|
B 70 5⁄5 | ||||||||
| 7476 |
Enables web searching and local business discovery through the Brave Search API…
|
B 70 5⁄5 | ||||||||
| 7477 |
Converts any Swagger/OpenAPI specification into an MCP server, enabling AI assi…
|
B 70 5⁄4 | ||||||||
| 7478 |
Enables AI assistants to manage Xano databases through the Model Context Protoc…
|
B 70 5⁄5 | ||||||||
| 7479 |
A server that enables Claude Desktop users to access the Claude API directly, a…
|
B 70 5⁄4 | ||||||||
| 7480 |
An MCP server providing access to Hong Kong transportation data, including pass…
|
B 70 5⁄5 | ||||||||
| 7481 |
Enables interaction with Notion workspaces through the Notion API. Provides too…
|
B 70 5⁄5 | ||||||||
| 7482 |
An MCP server that provides tools for interacting with EDUCHAIN, allowing Claud…
|
B 70 5⁄5 | ||||||||
| 7483 |
Provides seamless access to UniProtKB protein database, enabling queries for pr…
|
B 70 5⁄5 | ||||||||
| 7484 |
MCP Weather Demo
Claim
A demonstration server for ModelContextProtocol that provides weather tools and…
|
B 70 5⁄5 | ||||||||
| 7485 |
A server implementation that allows AI models to interact with Jira through the…
|
B 70 5⁄5 | ||||||||
| 7486 |
An MCP server for navigating thought processes using branches, supporting thoug…
|
B 70 5⁄5 | ||||||||
| 7487 |
Internal data access API. Tools: get_users (user list with API keys), read_conf…
|
B 70 6⁄6 | ||||||||
| 7488 |
MCP server for Chrome DevTools
|
B 70 5⁄4 | ||||||||
| 7489 |
A Model Context Protocol server that enables AI models to generate and play hig…
|
B 70 5⁄5 | ||||||||
| 7490 |
Enables AI-powered natural language stock market queries with real-time data fr…
|
B 70 5⁄5 | ||||||||
| 7491 |
Enables AI assistants to interact with the Apollo.io API to search global datab…
|
B 70 5⁄5 | ||||||||
| 7492 |
Provides a collaborative SVG canvas that allows Claude to create, read, and man…
|
B 70 5⁄4 | ||||||||
| 7493 |
SkillMesh is a retrieval router for MCP/LLM tool catalogs. It selects top-K rel…
|
B 70 5⁄4 | ||||||||
| 7494 |
Provides AI assistants with rich temporal intelligence including timezone conve…
|
B 70 5⁄5 | ||||||||
| 7495 |
A Model Context Protocol server that provides real-time hot trending topics fro…
|
B 70 5⁄5 | ||||||||
| 7496 |
lightcms
Claim
AI-native CMS with 72 MCP tools for managing websites through natural language.…
|
B 70 5⁄4 | ||||||||
| 7497 |
A minimalist MCP server for interacting with Bauplan data tables and executing …
|
B 70 5⁄5 | ||||||||
| 7498 |
A Model Context Protocol server that enables Large Language Models to seamlessl…
|
B 70 5⁄5 | ||||||||
| 7499 |
Enables LLMs to interact with Todoist task management platform through its API,…
|
B 70 5⁄5 | ||||||||
| 7500 |
A Model Context Protocol server that manages character knowledge and relationsh…
|
B 70 5⁄5 | ||||||||