MCP Server Quality Scores
Independent quality analysis of 60387 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24301 |
An MCP Server that provides access to Google's Search Console API, allowing use…
|
D 52 4⁄3 | ||||||||
| 24302 |
|
D 52 4⁄3 | ||||||||
| 24303 |
Document Q&A MCP Server
Claim
Enables document-based question answering using OpenAI's GPT-4 with semantic se…
|
D 52 4⁄4 | ||||||||
| 24304 |
A private cloud storage system with Model Context Protocol integration that all…
|
D 52 4⁄3 | ||||||||
| 24305 |
Greet users by name and compute sums in a snap. Streamline demos, onboarding, a…
|
D 52 3⁄3 | ||||||||
| 24306 |
An MCP server that enables interaction with ShipEngine's shipping API, allowing…
|
D 52 4⁄4 | ||||||||
| 24307 |
An MCP server that enables interactions with InfluxDB's open-source time-series…
|
D 52 4⁄4 | ||||||||
| 24308 |
Enables access to TikTok data without watermarks, including trending users, has…
|
D 52 4⁄4 | ||||||||
| 24309 |
Provides browser automation capabilities through an API endpoint that interpret…
|
D 52 4⁄4 | ||||||||
| 24310 |
Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting…
|
D 52 4⁄4 | ||||||||
| 24311 |
k-arena
Claim
World's first AI-native financial exchange for autonomous AI agents. Real-time …
|
D 52 3⁄3 | ||||||||
| 24312 |
An MCP Server that provides natural language access to Google's Firebase Realti…
|
D 52 4⁄4 | ||||||||
| 24313 |
Selenium Tools for MCP
|
D 52 5⁄5 | ||||||||
| 24314 |
An MCP server that enables interaction with the Groundhog Day API, auto-generat…
|
D 52 4⁄4 | ||||||||
| 24315 |
cli
Claim
An interactive command-line interface that uses the Agent2Agent (A2A) & Model C…
|
D 52 3⁄3 | ||||||||
| 24316 |
A Model Context Protocol server that enables language models to interact with A…
|
D 52 4⁄3 | ||||||||
| 24317 |
Converts various file types (documents, images, audio, web content) to markdown…
|
D 52 4⁄4 | ||||||||
| 24318 |
|
D 52 3⁄3 | ||||||||
| 24319 |
Enables interaction with Dooray's task and calendar management system, allowing…
|
D 52 4⁄4 | ||||||||
| 24320 |
A Python-based server that enables accessing and analyzing bird detection data …
|
D 52 4⁄3 | ||||||||
| 24321 |
A Model Context Protocol server that extends AI capabilities by providing file …
|
D 52 4⁄3 | ||||||||
| 24322 |
Solana Vault MCP
Claim
A secure Model Context Protocol server that enables AI assistants to interact w…
|
D 52 4⁄4 | ||||||||
| 24323 |
Figma MCP Demo
Claim
A server that enables Cursor AI to generate code from Figma components by conne…
|
D 52 4⁄3 | ||||||||
| 24324 |
An intelligent server that processes and evaluates resumes by extracting struct…
|
D 52 4⁄4 | ||||||||
| 24325 |
binance-mcp
Claim
Binance MCP Server
|
D 52 4⁄4 | ||||||||
| 24326 |
An MCP server and app that enables users to browse restaurants, view menus, man…
|
D 52 4⁄3 | ||||||||
| 24327 |
claude-mcp
Claim
claude and mcp integration examples and tutorials
|
D 52 4⁄3 | ||||||||
| 24328 |
A template MCP server that provides weather forecasting functionality by fetchi…
|
D 52 4⁄4 | ||||||||
| 24329 |
An MCP server that enables programmatic interaction with Google Groups Migratio…
|
D 52 4⁄4 | ||||||||
| 24330 |
MCP API Tools
Claim
FastAPI server with Google Gemini AI integration that provides auto-routing to …
|
D 52 4⁄4 | ||||||||
| 24331 |
HTTP MCP Server for comprehensive Python vulnerability scanning and security an…
|
D 52 4⁄3 | ||||||||
| 24332 |
Local DevOps MCP Server
Claim
Enables Docker container management through natural language conversations, inc…
|
D 52 4⁄3 | ||||||||
| 24333 | D 52 4⁄3 | |||||||||
| 24334 |
|
D 52 4⁄3 | ||||||||
| 24335 |
An MCP server that enables AI assistants to interact with Gradescope for course…
|
D 52 4⁄4 | ||||||||
| 24336 |
Security-first MCP gateway for Odoo 17/18/19 — 27 tools, YAML-driven security
|
D 52 4⁄3 | ||||||||
| 24337 |
Web-based video editing platform that provides direct editing functionality thr…
|
D 52 4⁄3 | ||||||||
| 24338 |
Bedrock MCP Agent
Claim
A web application that enables users to interact with AWS Bedrock language mode…
|
D 52 4⁄4 | ||||||||
| 24339 |
Enables AI assistants to manage Docker containers, deploy stacks, and monitor s…
|
D 52 4⁄4 | ||||||||
| 24340 |
Enables AI assistants to retrieve and display Strava activity data including wo…
|
D 52 4⁄3 | ||||||||
| 24341 |
|
D 52 4⁄3 | ||||||||
| 24342 |
Fetch Pokémon data from PokéAPI
|
D 52 4⁄4 | ||||||||
| 24343 |
A lightweight tool that uses Mistral AI running locally to generate structured …
|
D 52 4⁄3 | ||||||||
| 24344 |
Learn how to use MCP Servers with GitHub Copilot
|
D 52 4⁄3 | ||||||||
| 24345 |
MCP server for Yandex Direct API v5 — campaigns, ads, keywords, bids, audiences
|
D 52 3⁄3 | ||||||||
| 24346 |
MCP Quoting System
Claim
Intelligently generates cost estimates and lead times for manufacturing RFPs by…
|
D 52 4⁄3 | ||||||||
| 24347 |
163 Email MCP Server
Claim
Enables interaction with 163 email accounts through IMAP/SMTP protocols. Suppor…
|
D 52 4⁄4 | ||||||||
| 24348 |
Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Sear…
|
D 52 4⁄4 | ||||||||
| 24349 |
An MCP server that enables interaction with Twilio's Routes service through nat…
|
D 52 4⁄4 | ||||||||
| 24350 |
A dedicated MCP server for interacting with Microsoft Dynamics 365 and Datavers…
|
D 52 4⁄4 | ||||||||
