MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 4 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2401 |
Provides seamless access to the NASA Astrophysics Data System (ADS) for searchi…
|
B 78 5⁄5 | ||||||||
| 2402 |
An MCP server that allows AI assistants to manage todo lists stored in a simple…
|
B 78 5⁄5 | ||||||||
| 2403 |
Enables AI assistants to interact with AgilePlace for comprehensive project man…
|
B 78 5⁄5 | ||||||||
| 2404 |
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API …
|
B 78 5⁄5 | ||||||||
| 2405 |
A server that enables AI assistants to understand and interact with Unity proje…
|
B 78 5⁄5 | ||||||||
| 2406 |
Provides threat intelligence lookups against the AbuseIPDB database, enabling I…
|
B 78 5⁄5 | ||||||||
| 2407 |
Vale MCP Server
Claim
Integrates Vale prose linting into AI coding assistants, enabling users to chec…
|
B 78 5⁄5 | ||||||||
| 2408 |
Enables AI assistants to interact with Jenkins CI/CD systems through natural la…
|
B 78 5⁄5 | ||||||||
| 2409 |
Provides access to Redis databases. This server enables LLMs to interact with R…
|
B 78 5⁄5 | ||||||||
| 2410 |
A template/boilerplate project for building Model Context Protocol (MCP) server…
|
B 78 5⁄4 | ||||||||
| 2411 |
Provides advanced system monitoring and file search capabilities for macOS, all…
|
B 78 5⁄5 | ||||||||
| 2412 |
Runtime governance enforcement for AI agents. Zero token overhead.
|
B 78 5⁄4 | ||||||||
| 2413 |
Enables AI assistants to create and manage Twitter drafts through Typefully, in…
|
B 78 5⁄5 | ||||||||
| 2414 |
A cross-platform MCP server that enables Claude to speak using Microsoft Edge T…
|
B 78 5⁄5 | ||||||||
| 2415 |
A secure shell command execution server implementing the Model Context Protocol…
|
B 78 5⁄4 | ||||||||
| 2416 |
Timezone-aware date and time operations with support for IANA timezones, timezo…
|
B 78 5⁄4 | ||||||||
| 2417 |
Enables AI assistants to analyze GDScript code structure, extract symbols, func…
|
B 78 5⁄5 | ||||||||
| 2418 |
A Python package enabling LLM models to interact with the Memos server via the …
|
B 78 5⁄4 | ||||||||
| 2419 |
Enables AI assistants to interact with the Onboarded platform through automatic…
|
B 78 5⁄4 | ||||||||
| 2420 |
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
|
B 78 5⁄4 | ||||||||
| 2421 |
Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, …
|
B 78 5⁄5 | ||||||||
| 2422 |
SMTP Email Server
Claim
Send and manage emails effortlessly with our server. Utilize multiple SMTP conf…
|
B 78 5⁄4 | ||||||||
| 2423 |
SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for…
|
B 78 6⁄6 | ||||||||
| 2424 |
Enables discovery and querying of available MCP servers from the official repos…
|
B 78 5⁄5 | ||||||||
| 2425 |
Yuque MCP server with safe read/write tools for groups, group members, reposito…
|
B 78 5⁄4 | ||||||||
| 2426 |
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
|
B 78 5⁄5 | ||||||||
| 2427 |
An MCP server providing access to Sveriges Radio's P3 channel music playlists, …
|
B 78 5⁄5 | ||||||||
| 2428 |
sample-agentic-ai-web
Claim
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…
|
B 78 5⁄4 | ||||||||
| 2429 |
MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages a…
|
B 78 5⁄5 | ||||||||
| 2430 |
Hearthstone card search, deck analysis, and strategy coaching. 9 tools covering…
|
B 78 5⁄4 | ||||||||
| 2431 |
AI-powered localization — translate, manage translation memory, and access styl…
|
B 78 5⁄5 | ||||||||
| 2432 |
Enables search, browsing, and management of Plex media libraries including movi…
|
B 78 5⁄5 | ||||||||
| 2433 |
Search Help Scout conversations, customers, organizations, threads, and inboxes…
|
B 78 5⁄5 | ||||||||
| 2434 |
Counterparty risk scoring for agentic commerce via x402 micropayments.
|
B 78 4⁄4 | ||||||||
| 2435 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 2436 |
Enables web search across multiple search engines (DuckDuckGo, Bing, Startpage)…
|
B 78 5⁄5 | ||||||||
| 2437 |
Exercise-to-muscle mapping MCP server. Look up muscles worked by 856 exercises …
|
B 78 5⁄4 | ||||||||
| 2438 |
TSgram: Telegram + Claude with local workspace access on your phone in typescri…
|
B 78 5⁄4 | ||||||||
| 2439 |
Orchestrates complete agile development workflows from product requirements to …
|
B 78 5⁄5 | ||||||||
| 2440 |
Allow AI systems to read, write, and query spreadsheet data via Google Sheets.
|
B 78 5⁄4 | ||||||||
| 2441 |
Enables users to search LinkedIn's public job listings with advanced filters li…
|
B 78 5⁄5 | ||||||||
| 2442 |
Detects AI-generated content and transforms robotic text into natural, human-li…
|
B 78 5⁄4 | ||||||||
| 2443 |
Enables saving AI conversation histories as clean, organized markdown notes wit…
|
B 78 5⁄4 | ||||||||
| 2444 |
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
|
B 78 5⁄4 | ||||||||
| 2445 |
A Pyodide server for executing Python code by Large Language Models (LLMs) via …
|
B 78 5⁄4 | ||||||||
| 2446 |
IDAssistMCP
Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
|
B 78 5⁄4 | ||||||||
| 2447 |
XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progres…
|
B 78 5⁄5 | ||||||||
| 2448 |
Floyd
Claim
Scheduling and booking engine for AI agents. Check availability, hold slots, an…
|
B 78 5⁄5 | ||||||||
| 2449 |
This server facilitates interaction with cosense/Scrapbox projects, enabling us…
|
B 78 5⁄5 | ||||||||
| 2450 |
KIP
Claim
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable…
|
B 78 5⁄4 | ||||||||