MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22951 |
new
Claim
|
F 33 3⁄3 | ||||||||
| 22952 |
mpc
Claim
|
F 33 3⁄3 | ||||||||
| 22953 |
mcp_test
Claim
|
F 33 3⁄3 | ||||||||
| 22954 |
MCP-TEST
|
F 32 4⁄4 | ||||||||
| 22955 |
Mermaid MCP Server
Claim
A server that implements the Model Context Protocol (MCP), providing an interfa…
|
F 32 3⁄3 | ||||||||
| 22956 |
|
F 32 3⁄3 | ||||||||
| 22957 |
This MCP (Model Context Protocol) Server provides a communication interface for…
|
F 30 4⁄3 | ||||||||
| 22958 |
Empowering AI with Workflow Orchestration
|
F 30 4⁄3 | ||||||||
| 22959 |
🏛 [UNDER CONSTRUCTION] A (roman) claude plugin marketplace
|
F 30 4⁄3 | ||||||||
| 22960 |
Standalone Roblox Studio MCP Server
|
F 30 4⁄3 | ||||||||
| 22961 |
Enables interaction with Rundeck instances to list jobs, execute jobs with opti…
|
F 30 4⁄4 | ||||||||
| 22962 |
Update, create, delete content, content-models and assets in your Contentful Sp…
|
F 30 4⁄3 | ||||||||
| 22963 |
MCP for the Opendock Neutron API.
|
F 30 4⁄3 | ||||||||
| 22964 |
Enables AI assistants to search, discover, and analyze thousands of datasets fr…
|
F 30 4⁄4 | ||||||||
| 22965 |
MCP server providing OpenAI/Perplexity-like autonomous deep research, structure…
|
F 30 4⁄4 | ||||||||
| 22966 |
A TypeScript-based server that enables programmatic management of pseudo-termin…
|
F 30 4⁄3 | ||||||||
| 22967 |
MCP proxy that lazy-loads tool schemas to cut context token overhead by 6-7x
|
F 30 4⁄3 | ||||||||
| 22968 |
Enables interaction with the DROYD AI trading agent API for cryptocurrency rese…
|
F 30 4⁄4 | ||||||||
| 22969 |
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integra…
|
F 30 4⁄3 | ||||||||
| 22970 |
Server fleet management MCP — monitor, deploy, and manage distributed Linux ser…
|
F 30 4⁄3 | ||||||||
| 22971 |
A serverless backend that enables natural language querying of a Postgres datab…
|
F 30 4⁄4 | ||||||||
| 22972 |
A server that allows AI tools like Claude and Cursor to automate and control Ph…
|
F 30 4⁄4 | ||||||||
| 22973 |
The most powerful MCP server for Slack Workspaces.
|
F 30 4⁄4 | ||||||||
| 22974 |
Enable question answering workflows with a simple agent setup. Facilitate autom…
|
F 30 4⁄3 | ||||||||
| 22975 |
Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databa…
|
F 30 4⁄3 | ||||||||
| 22976 |
An API-based accounting analysis tool that identifies financial anomalies like …
|
F 30 4⁄4 | ||||||||
| 22977 |
Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lo…
|
F 30 4⁄3 | ||||||||
| 22978 |
Search, retrieve, compare, and render SVG icons visually for AI agents.
|
F 30 4⁄3 | ||||||||
| 22979 |
Enables AI assistants to interact with the MetaTrader 5 trading platform for ma…
|
F 30 4⁄3 | ||||||||
| 22980 |
Provides advanced web scraping with HTTP client, smart content extraction to Ma…
|
F 30 4⁄3 | ||||||||
| 22981 |
An MCP server for interacting with a Jenkins CI/CD server. Allows you to trigge…
|
F 30 4⁄4 | ||||||||
| 22982 |
Integrates Taiwan-specific medical data including ICD-10 codes, FDA drug databa…
|
F 30 4⁄4 | ||||||||
| 22983 |
Provides tools for AI assistants to manage and diagnose MWAA Airflow environmen…
|
F 30 4⁄3 | ||||||||
| 22984 |
Enables AI-powered Slack workspace management with 18+ tools for messaging, cha…
|
F 30 4⁄4 | ||||||||
| 22985 |
Trello for Claude Code: AI-powered task management with 60 MCP tools, visual Ka…
|
F 30 4⁄4 | ||||||||
| 22986 |
Enables users to interact with GitHub's Projects v2 API through natural languag…
|
F 30 4⁄4 | ||||||||
| 22987 |
Connect AI agents to the Aevo trading platform. Retrieve market data, manage ac…
|
F 30 4⁄4 | ||||||||
| 22988 |
A production-grade memory server for LibreChat that stores conversation turns a…
|
F 30 4⁄4 | ||||||||
| 22989 |
This MCP server enables product management and mathematical calculations throug…
|
F 30 4⁄3 | ||||||||
| 22990 |
AI-powered POS & sales analytics MCP server with 67 tools for Airレジ, スマレジ, and …
|
F 30 4⁄4 | ||||||||
| 22991 |
Enables control of Android devices through ADB using natural language commands.…
|
F 30 4⁄3 | ||||||||
| 22992 |
Provides 12 tools to query South Korean building register data, including title…
|
F 30 4⁄3 | ||||||||
| 22993 |
MCP security proxy that sits between AI coding assistants and MCP servers, dete…
|
F 30 4⁄3 | ||||||||
| 22994 |
Browser automation for web scraping and interaction
|
F 30 4⁄3 | ||||||||
| 22995 |
Talk to your SaaS tools including HubSpot, Salesforce, and more
|
F 30 4⁄4 | ||||||||
| 22996 |
Comprehensive video and audio editing MCP server with advanced operations inclu…
|
F 30 4⁄3 | ||||||||
| 22997 |
Enables programmatic interaction with ArchiveBox web archiving functionality th…
|
F 30 4⁄4 | ||||||||
| 22998 |
An AI-powered compliance assistant that analyzes financial marketing content fo…
|
F 30 4⁄4 | ||||||||
| 22999 |
MCP server for the SynergyAge database of synergistic and antagonistic genetic …
|
F 30 4⁄4 | ||||||||
| 23000 |
Provides hybrid semantic and keyword code search for Claude Code using BM25 and…
|
F 30 4⁄3 | ||||||||