MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7401 |
A server that enables vector and keyword search capabilities in Typesense datab…
|
B 70 5⁄5 | ||||||||
| 7402 |
A Model Context Protocol server that enables secure and structured interaction …
|
B 70 5⁄5 | ||||||||
| 7403 |
Provides Formula One data and statistics through a Model Context Protocol inter…
|
B 70 5⁄5 | ||||||||
| 7404 |
Provides access to Google Maps functionality including places search, geocoding…
|
B 70 5⁄5 | ||||||||
| 7405 |
Enables creating and managing customer records via an external API with Bearer …
|
B 70 5⁄5 | ||||||||
| 7406 |
Delivering real-time cross-chain bridge rates and optimal transfer routes to on…
|
B 70 5⁄5 | ||||||||
| 7407 |
A Model Context Protocol server that manages character knowledge and relationsh…
|
B 70 5⁄5 | ||||||||
| 7408 |
A remote Model Context Protocol server that extracts YouTube video transcripts …
|
B 70 5⁄5 | ||||||||
| 7409 |
MCP server for fetching, parsing, and managing RSS feeds.
Features
Fetch and p…
|
B 70 5⁄5 | ||||||||
| 7410 |
Structural similarity-based code filter. Stops malicious code pattern reaching …
|
B 70 5⁄4 | ||||||||
| 7411 |
A demonstration MCP server supporting both Stdio and SSE transports, providing …
|
B 70 5⁄5 | ||||||||
| 7412 |
Model Context Protocol server that provides seamless access to Google Calendar …
|
B 70 5⁄5 | ||||||||
| 7413 |
An MCP server for navigating thought processes using branches, supporting thoug…
|
B 70 5⁄5 | ||||||||
| 7414 |
MalwareBazaar_MCP
Claim
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
|
B 70 5⁄4 | ||||||||
| 7415 |
Manim MCP Server
Claim
Enables compilation and serving of Manim animations through natural language. S…
|
B 70 5⁄4 | ||||||||
| 7416 |
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
|
B 70 5⁄4 | ||||||||
| 7417 |
An MCP-compatible server that provides tools for integrating selected Postman A…
|
B 70 5⁄5 | ||||||||
| 7418 |
A local, fully-offline MCP memory server that enables persistent storage and re…
|
B 70 5⁄5 | ||||||||
| 7419 |
An MCP server that recommends specific tools for tasks by learning from usage p…
|
B 70 5⁄4 | ||||||||
| 7420 |
MCP Server Project
Claim
A template/boilerplate MCP server for building custom tools and integrations th…
|
B 70 5⁄4 | ||||||||
| 7421 |
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
|
B 70 5⁄5 | ||||||||
| 7422 |
Enables text-to-image generation and image editing using Azure AI Foundry model…
|
B 70 5⁄5 | ||||||||
| 7423 |
DeSo MCP Server
Claim
A comprehensive Model Context Protocol server that transforms Cursor's AI assis…
|
B 70 5⁄5 | ||||||||
| 7424 |
Controls a real Chrome browser to navigate web pages and extract text content w…
|
B 70 5⁄4 | ||||||||
| 7425 |
Enables querying a Neo4j knowledge graph about Wroclaw University of Science an…
|
B 70 5⁄5 | ||||||||
| 7426 |
A Model Context Protocol server that provides real-time hot trending topics fro…
|
B 70 5⁄5 | ||||||||
| 7427 |
Provides read-only access to the Watchtower Online Library (WOL) with advanced …
|
B 70 5⁄5 | ||||||||
| 7428 |
Generates complete SEO-optimized Etsy product listings including titles, descri…
|
B 70 5⁄5 | ||||||||
| 7429 |
Facilitates secure and type-safe interactions with both v1 and v2 of the Glide …
|
B 70 5⁄5 | ||||||||
| 7430 |
Provides comprehensive stock market data across US, Hong Kong, and Chinese mark…
|
B 70 5⁄5 | ||||||||
| 7431 |
Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through…
|
B 70 5⁄5 | ||||||||
| 7432 |
SOAR MCP Server
Claim
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
|
B 70 5⁄5 | ||||||||
| 7433 |
Provides AI tools with access to Visa's Product Design System resources, includ…
|
B 70 5⁄5 | ||||||||
| 7434 |
A production-ready Model Context Protocol (MCP) server for CyberArk Privilege C…
|
B 70 5⁄4 | ||||||||
| 7435 |
Provides social media functionality for AI agents, enabling them to login with …
|
B 70 5⁄5 | ||||||||
| 7436 |
A FastAPI-based server that provides a web UI for uploading, processing, and an…
|
B 70 5⁄4 | ||||||||
| 7437 |
Enables e-commerce shop owners to query their business data using natural langu…
|
B 70 5⁄5 | ||||||||
| 7438 |
Supabase Admin
Claim
Manage Supabase projects end to end across database, auth, storage, and realtim…
|
B 70 5⁄4 | ||||||||
| 7439 |
Enables AI assistants to interact with Medium's platform for publishing, updati…
|
B 70 5⁄5 | ||||||||
| 7440 |
Enables interaction with the Flutter SDK by providing tools to analyze and appl…
|
B 70 5⁄5 | ||||||||
| 7441 |
A bridge that enables AI language models to publish content to the Nostr networ…
|
B 70 5⁄5 | ||||||||
| 7442 |
Enables access to the Hugging Face Hub API to search and retrieve information a…
|
B 70 5⁄5 | ||||||||
| 7443 |
An MCP server that provides tools for interacting with EDUCHAIN, allowing Claud…
|
B 70 5⁄5 | ||||||||
| 7444 |
Facilitates interactive software development planning by managing tasks, tracki…
|
B 70 5⁄5 | ||||||||
| 7445 |
A Node.js server implementing Model Context Protocol (MCP) that enables natural…
|
B 70 5⁄5 | ||||||||
| 7446 |
Provides real-time information about Ethereum addresses across multiple chains …
|
B 70 5⁄5 | ||||||||
| 7447 |
Enables AI applications to securely connect to and interact with Tibero databas…
|
B 70 5⁄5 | ||||||||
| 7448 |
WSPR beacon analytics MCP server. Band openings, path analysis, solar correlati…
|
B 70 5⁄4 | ||||||||
| 7449 |
Enables AI-powered natural language stock market queries with real-time data fr…
|
B 70 5⁄5 | ||||||||
| 7450 |
Enables fetching, searching, and summarizing WeChat public account articles thr…
|
B 70 5⁄4 | ||||||||