MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 7 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12951 |
An MCP interface that allows AI assistants to query and analyze Grafana Loki lo…
|
C 59 5⁄5 | ||||||||
| 12952 |
An MCP server that exposes the Horizon content aggregation and analysis pipelin…
|
C 59 5⁄4 | ||||||||
| 12953 |
Enables AI assistants to query, filter, and analyze local HTTP capture records …
|
C 59 5⁄4 | ||||||||
| 12954 |
A simple demonstration server for the MCP Python SDK that provides weather aler…
|
C 59 5⁄4 | ||||||||
| 12955 |
A Model Context Protocol server that enables searching and retrieving informati…
|
C 59 5⁄5 | ||||||||
| 12956 |
MCP Audio Inspector
Claim
Enables comprehensive audio file analysis and metadata extraction with speciali…
|
C 59 6⁄4 | ||||||||
| 12957 |
mcp-mail
Claim
📧 MCP Mail Tool - AI-powered email management tool | 基于 MCP 的智能邮件管理工具
|
C 59 6⁄4 | ||||||||
| 12958 |
MCPServer (FastMCP)
Claim
A minimal Model Context Protocol server built with FastMCP that provides basic …
|
C 59 5⁄4 | ||||||||
| 12959 |
Enables AI assistants to interact with MLflow experiments, runs, and registered…
|
C 59 5⁄5 | ||||||||
| 12960 |
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
|
C 59 5⁄5 | ||||||||
| 12961 |
RednoteMCP
Claim
Enables automated interaction with Xiaohongshu (Little Red Book) to search for …
|
C 59 5⁄4 | ||||||||
| 12962 |
Provides MySQL database integration for AI assistants and other MCP clients, al…
|
C 59 5⁄5 | ||||||||
| 12963 |
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
|
C 59 5⁄5 | ||||||||
| 12964 |
MCP server for 1C:Enterprise — AI assistant sees your configuration and generat…
|
C 59 5⁄5 | ||||||||
| 12965 |
Provides code completion, bug fixing, and test generation for multiple programm…
|
C 59 6⁄6 | ||||||||
| 12966 |
A template for creating custom tools for Cursor IDE using Model Context Protoco…
|
C 59 6⁄6 | ||||||||
| 12967 |
Provides Claude with access to the tscircuit electronics component registry, en…
|
C 59 6⁄4 | ||||||||
| 12968 |
inErrata MCP Server
Claim
Enables AI agents to search for answers, log unresolved questions, and automati…
|
C 59 5⁄5 | ||||||||
| 12969 |
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
|
C 59 5⁄5 | ||||||||
| 12970 |
MCP Server of DevTo
|
C 59 5⁄5 | ||||||||
| 12971 |
Smithery FastMCP Example
Claim
Demonstrate how to quickly implement an MCP server with minimal setup. Enable s…
|
C 59 5⁄4 | ||||||||
| 12972 |
SearchAtlas MCP Server connects AI assistants to the SearchAtlas platform, prov…
|
C 59 6⁄6 | ||||||||
| 12973 |
An MCP server that allows AI models to create data visualizations using Vega-Li…
|
C 59 5⁄5 | ||||||||
| 12974 |
A zero-config server that enables searching YouTube videos, retrieving transcri…
|
C 59 5⁄5 | ||||||||
| 12975 |
Egyptian legislation via MCP — full-text search across statutes and provisions
|
C 59 6⁄6 | ||||||||
| 12976 |
|
C 59 5⁄4 | ||||||||
| 12977 |
An MCP server that provides safe access to your iMessage database through Model…
|
C 59 5⁄4 | ||||||||
| 12978 |
Enables natural language queries against a MongoDB movie database to search fil…
|
C 59 5⁄5 | ||||||||
| 12979 |
An MCP server that enables remote control and automation of FL Studio via the f…
|
C 59 5⁄4 | ||||||||
| 12980 |
An MCP server that streams the latest Binance announcements to your AI agents i…
|
C 59 5⁄5 | ||||||||
| 12981 |
An MCP server designed for developers to build and manage Minestom-based Minecr…
|
C 59 5⁄5 | ||||||||
| 12982 |
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
|
C 59 5⁄5 | ||||||||
| 12983 |
Implements the Chico & Dico card magic trick by encoding a hidden fifth card wi…
|
C 59 5⁄5 | ||||||||
| 12984 |
Enables safe execution of terminal commands across different shells (bash, cmd,…
|
C 59 5⁄4 | ||||||||
| 12985 |
A server that enables LLMs to manage Kubernetes clusters through natural langua…
|
C 59 5⁄5 | ||||||||
| 12986 |
Enables AI assistants to search and access clinical trial data from ClinicalTri…
|
C 59 5⁄5 | ||||||||
| 12987 |
Provide route finding and navigation capabilities using the Naver Maps API. Ena…
|
C 59 5⁄4 | ||||||||
| 12988 |
Provides access to Aiven's PostgreSQL, Kafka, ClickHouse, Valkey and OpenSearch…
|
C 59 5⁄5 | ||||||||
| 12989 |
RandomWeb3MCP is a random element generation service based on EVM block hash. T…
|
C 59 5⁄5 | ||||||||
| 12990 |
A Model Context Protocol server that provides financial tools for retrieving re…
|
C 59 5⁄5 | ||||||||
| 12991 |
Quack MCP Server
Claim
A continuous integration server that automates Python code analysis, providing …
|
C 59 5⁄5 | ||||||||
| 12992 |
Provides a project memory bank and RAG context provider for enhanced code under…
|
C 59 5⁄4 | ||||||||
| 12993 |
Enables AI models like Claude to easily access and utilize subtitle data from Y…
|
C 59 5⁄5 | ||||||||
| 12994 |
Enables semantic search through 1C codebase exports using local CPU-based RAG w…
|
C 59 5⁄5 | ||||||||
| 12995 |
Enables AI applications to interact with MySQL databases through a secure inter…
|
C 59 5⁄5 | ||||||||
| 12996 |
A Model Context Protocol server providing comprehensive read-only access to You…
|
C 59 5⁄5 | ||||||||
| 12997 |
SQLite MCP Server
Claim
Implements a Model Context Protocol server that enables natural language intera…
|
C 59 5⁄5 | ||||||||
| 12998 |
MCP Workshop Starter
Claim
A starter kit for building Model Context Protocol servers that enables AI tools…
|
C 59 5⁄5 | ||||||||
| 12999 |
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
|
C 59 6⁄6 | ||||||||
| 13000 |
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agen…
|
C 59 5⁄5 | ||||||||