MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10051 |
Execute Python code with persistent state across Claude conversations using a b…
|
C 66 5⁄4 | ||||||||
| 10052 |
Provides AI assistants with capabilities to generate collision-resistant unique…
|
C 66 5⁄5 | ||||||||
| 10053 |
secops-mcp
Claim
All-in-one security testing toolbox that brings together popular open source to…
|
C 66 5⁄4 | ||||||||
| 10054 |
Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buck…
|
C 66 5⁄5 | ||||||||
| 10055 |
Provide powerful document parsing capabilities by integrating with the Mineru A…
|
C 66 5⁄5 | ||||||||
| 10056 |
Enables comprehensive management of Ansible Automation Platform Controller and …
|
C 66 5⁄5 | ||||||||
| 10057 |
fast-pyairbyte lets you create a data pipeline in code ,from any Airbyte connec…
|
C 66 5⁄4 | ||||||||
| 10058 |
A Model Context Protocol server that helps users create, validate, manage, and …
|
C 66 5⁄5 | ||||||||
| 10059 |
Enables retrieval and processing of web page content for LLMs by converting HTM…
|
C 66 5⁄5 | ||||||||
| 10060 |
Enables users to access comprehensive Pokemon data through the PokeAPI, includi…
|
C 66 5⁄5 | ||||||||
| 10061 |
Provides access to official French legal databases (Légifrance and JudiLibre) f…
|
C 66 5⁄5 | ||||||||
| 10062 |
Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Fire…
|
C 66 5⁄4 | ||||||||
| 10063 |
An MCP server that facilitates seamless interaction with SAP ABAP systems to ma…
|
C 66 5⁄5 | ||||||||
| 10064 |
A Model Context Protocol server that connects to Mattermost, allowing AI models…
|
C 66 5⁄5 | ||||||||
| 10065 |
A minimal Node.js Model Context Protocol server that exposes two simple tools (…
|
C 66 5⁄5 | ||||||||
| 10066 |
Provides audio playback functionality for AI agents, allowing them to play noti…
|
C 66 5⁄4 | ||||||||
| 10067 |
An MCP server that allows users to generate, edit, and create variations of ima…
|
C 66 5⁄5 | ||||||||
| 10068 |
mcp
Claim
MCP server exposing Hummingbot API for automated multi-exchange trading
|
C 66 5⁄4 | ||||||||
| 10069 |
MCP server for the Waitlister API — manage waitlist subscribers through AI assi…
|
C 66 5⁄4 | ||||||||
| 10070 |
Enables querying relationships between plant species, small molecules, and mito…
|
C 66 5⁄5 | ||||||||
| 10071 |
Agentic DOCX Redlining Engine. Enables LLMs to read Word documents and inject n…
|
C 66 5⁄4 | ||||||||
| 10072 |
Enable secure sandboxed command execution and file operations remotely. Manage …
|
C 66 5⁄4 | ||||||||
| 10073 |
Exposes Monobank personal account data through MCP tools, allowing users to fet…
|
C 66 5⁄5 | ||||||||
| 10074 |
An MCP server implementation that enables access to DexScreener API data, provi…
|
C 66 5⁄5 | ||||||||
| 10075 |
An MCP server that provides searchable local storage for Claude conversation hi…
|
C 66 5⁄4 | ||||||||
| 10076 |
Enables integration with Qase test management platform to create, retrieve, and…
|
C 66 5⁄5 | ||||||||
| 10077 |
A Model Context Protocol server that helps large language models process code r…
|
C 66 5⁄5 | ||||||||
| 10078 |
Meteora DLMM MCP Server
Claim
A personal MCP server for managing Meteora decentralized liquidity market maker…
|
C 66 5⁄5 | ||||||||
| 10079 |
An MCP server that provides Claude with comprehensive desktop automation capabi…
|
C 66 5⁄5 | ||||||||
| 10080 |
Provides AI models with real-time data about New England's power grid through a…
|
C 66 5⁄5 | ||||||||
| 10081 |
A Model Context Protocol server that allows executing SELECT queries on TiDB da…
|
C 66 5⁄5 | ||||||||
| 10082 |
An MCP server that provides AI assistants with direct access to application log…
|
C 66 5⁄4 | ||||||||
| 10083 |
A server that manages conversation context for LLM interactions, storing recent…
|
C 66 5⁄5 | ||||||||
| 10084 |
Redshift MCP Server
Claim
A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to…
|
C 66 5⁄4 | ||||||||
| 10085 |
Internet speed testing with network performance metrics including download/uplo…
|
C 66 5⁄5 | ||||||||
| 10086 |
A boilerplate project for quickly developing Model Context Protocol servers usi…
|
C 66 5⁄4 | ||||||||
| 10087 |
Enables users to search for the latest news articles from The Guardian using ke…
|
C 66 5⁄4 | ||||||||
| 10088 |
Enables cross-chain bridging, multi-chain token swaps, and real-time pricing ac…
|
C 66 6⁄6 | ||||||||
| 10089 |
Enables academic literature management through PDF import, hybrid search, knowl…
|
C 66 5⁄5 | ||||||||
| 10090 |
Simple MCP Demo
Claim
A Python-based demonstration server showcasing multiple Model Context Protocol …
|
C 66 5⁄5 | ||||||||
| 10091 |
rod-mcp
Claim
Rod-MCP provides browser automation capabilities for your applications by using…
|
C 66 5⁄4 | ||||||||
| 10092 |
Enables image analysis and understanding using Vision Language Models through O…
|
C 66 5⁄5 | ||||||||
| 10093 |
一个 Alpha Vantage API 查询 股票信息的 MCP server.
|
C 66 5⁄5 | ||||||||
| 10094 |
Allows AI assistants like Claude to directly interact with and control DaVinci …
|
C 66 5⁄4 | ||||||||
| 10095 |
An MCP server for interacting with the Wahoo Cloud API to manage workouts, rout…
|
C 66 5⁄5 | ||||||||
| 10096 |
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-…
|
C 66 6⁄4 | ||||||||
| 10097 |
Provides intelligent OpenAI API token management with automatic switching betwe…
|
C 66 5⁄5 | ||||||||
| 10098 |
Echo your input to test workflows and integrations. Validate formatting, prompt…
|
C 66 5⁄4 | ||||||||
| 10099 |
A local MCP server for retrieving and analyzing your browser history. Makes it…
|
C 66 5⁄4 | ||||||||
| 10100 |
Autonomous infra for Coding Agents paid by X402
|
C 66 5⁄5 | ||||||||