MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9701 |
MCP Calculator Server
Claim
A containerized MCP (Model Context Protocol) server that provides a simple calc…
|
C 67 5⁄4 | ||||||||
| 9702 |
I Ching hexagram analysis and geographic feng shui for Taiwan locations
|
C 67 6⁄6 | ||||||||
| 9703 |
Enables client-to-client communication between IDEs and development tools, allo…
|
C 67 5⁄5 | ||||||||
| 9704 |
MCP Server for Azure Data Lake Storage. It can perform manage containers, read/…
|
C 67 5⁄5 | ||||||||
| 9705 |
Enables searching and retrieving content from BookStack knowledge bases via the…
|
C 66 5⁄5 | ||||||||
| 9706 |
Performs comprehensive crawler compliance risk assessment for webpages, evaluat…
|
C 66 5⁄5 | ||||||||
| 9707 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 66 5⁄5 | ||||||||
| 9708 |
An experimental MCP server that makes YouTube playlist transcripts available fo…
|
C 66 5⁄4 | ||||||||
| 9709 |
azure-terminal-copilot
Claim
A Python-based Azure CLI assistant that provides natural language processing ca…
|
C 66 5⁄4 | ||||||||
| 9710 |
MySQL MCP Server
Claim
A server that enables AI models to interact with MySQL databases through a Mode…
|
C 66 5⁄5 | ||||||||
| 9711 |
AI-native Model Context Protocol (MCP) server for TestRail. Lets Claude, Cursor…
|
C 66 6⁄4 | ||||||||
| 9712 |
Redshift MCP Server
Claim
A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to…
|
C 66 5⁄4 | ||||||||
| 9713 |
An integration that allows Cursor AI to generate images through the Draw Things…
|
C 66 5⁄4 | ||||||||
| 9714 |
Screenshots, PDFs, OG images, page inspection, and narrated video recording for…
|
C 66 6⁄4 | ||||||||
| 9715 |
An MCP server that bridges local Ollama models and ChromaDB vector memory to MC…
|
C 66 5⁄4 | ||||||||
| 9716 |
Enables users to search and query information from the 2025 Korean tax law amen…
|
C 66 5⁄5 | ||||||||
| 9717 |
Enables deployment of MCP servers to Cloudflare Workers without authentication …
|
C 66 5⁄5 | ||||||||
| 9718 |
Enables AI assistants to execute AWS CLI commands and access AWS documentation,…
|
C 66 5⁄5 | ||||||||
| 9719 |
An MCP server designed for managing files and folders specifically on the Windo…
|
C 66 5⁄4 | ||||||||
| 9720 |
A Model Context Protocol server that enables interaction with Helm charts on Ar…
|
C 66 5⁄5 | ||||||||
| 9721 |
MCP that can proxy any GraphQL API and expose graphql operations as mcp tools.
|
C 66 6⁄4 | ||||||||
| 9722 |
Provides AI assistants with direct access to the complete Godot Engine document…
|
C 66 5⁄4 | ||||||||
| 9723 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
|
C 66 5⁄5 | ||||||||
| 9724 |
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …
|
C 66 5⁄5 | ||||||||
| 9725 |
This MCP server verifies that an agent’s claimed tool output matches the actual…
|
C 66 5⁄4 | ||||||||
| 9726 |
Gmail MCP Server
Claim
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
|
C 66 5⁄5 | ||||||||
| 9727 |
MCP Server for MySQL
Claim
Provides access to MySQL databases with fine-grained access control, supporting…
|
C 66 5⁄5 | ||||||||
| 9728 |
|
C 66 5⁄4 | ||||||||
| 9729 |
An MCP server for reading, rendering, and searching PDF files, specifically opt…
|
C 66 5⁄4 | ||||||||
| 9730 |
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
|
C 66 5⁄4 | ||||||||
| 9731 |
A Model Context Protocol server that enables AI assistants to interact with Azu…
|
C 66 5⁄5 | ||||||||
| 9732 |
Enables users to access comprehensive Pokemon data through the PokeAPI, includi…
|
C 66 5⁄5 | ||||||||
| 9733 |
Maximo MCP Server
Claim
An API server that enables interaction with IBM Maximo resources like Assets an…
|
C 66 5⁄5 | ||||||||
| 9734 |
A Model Context Protocol server that enables AI assistants to search the web us…
|
C 66 5⁄5 | ||||||||
| 9735 |
An MCP server that allows AI models to securely access and manage WeChat Cloud-…
|
C 66 5⁄5 | ||||||||
| 9736 |
Loom Transcript MCP
Claim
Enables users to fetch transcripts and comments from public Loom video URLs. It…
|
C 66 5⁄5 | ||||||||
| 9737 |
A server that retrieves NFT-related data on the Monad testnet, allowing users t…
|
C 66 5⁄4 | ||||||||
| 9738 |
Enables natural language control of Reachy Mini robots for tasks like head move…
|
C 66 5⁄4 | ||||||||
| 9739 |
Internet speed testing with network performance metrics including download/uplo…
|
C 66 5⁄5 | ||||||||
| 9740 |
Provides comprehensive access to Yahoo Finance data, including historical stock…
|
C 66 5⁄5 | ||||||||
| 9741 |
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
|
C 66 5⁄5 | ||||||||
| 9742 |
Enables interaction with Odoo ERP systems through XML-RPC, providing access to …
|
C 66 5⁄5 | ||||||||
| 9743 |
Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buck…
|
C 66 5⁄5 | ||||||||
| 9744 |
A Model Context Protocol server that allows AI assistants to retrieve user info…
|
C 66 5⁄5 | ||||||||
| 9745 |
Deterministic pre-execution safety certification for autonomous AI agents. Eval…
|
C 66 5⁄4 | ||||||||
| 9746 |
Converts SQL queries between different database dialects using the sqlglot libr…
|
C 66 5⁄5 | ||||||||
| 9747 |
Enables AI assistants to access real-time US weather forecasts and alerts throu…
|
C 66 5⁄5 | ||||||||
| 9748 |
An MCP server for managing Obsidian-style note vaults, providing tools for full…
|
C 66 5⁄4 | ||||||||
| 9749 |
A Model Context Protocol server that enables AI assistants to query Vietnam sto…
|
C 66 5⁄5 | ||||||||
| 9750 |
Fetches tide information for any location using latitude and longitude, providi…
|
C 66 5⁄5 | ||||||||