MCP Server Quality Scores
Independent quality analysis of 44549 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2551 |
Enables AI-powered YouTube video analysis including transcript management, vide…
|
B 77 5⁄5 | ||||||||
| 2552 |
Enables interaction with the TexasSolver poker solver to run game theory optima…
|
B 77 5⁄4 | ||||||||
| 2553 |
Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.
|
B 77 5⁄5 | ||||||||
| 2554 |
Enables AI agents to perform financial transactions such as direct payments, es…
|
B 77 5⁄5 | ||||||||
| 2555 |
Provides comprehensive enterprise printer information including specifications,…
|
B 77 5⁄4 | ||||||||
| 2556 |
MCP server for the Handbook API – manage handbook entries via CRUD, overview an…
|
B 77 5⁄5 | ||||||||
| 2557 |
MCP server that gives Claude Desktop and other desktop MCP clients filesystem p…
|
B 77 5⁄4 | ||||||||
| 2558 |
Provides real-time data for package versions, download counts, and cloud servic…
|
B 77 5⁄5 | ||||||||
| 2559 |
A Model Context Protocol server that enables large language models to interact …
|
B 77 5⁄5 | ||||||||
| 2560 |
DataSF MCP Server
Claim
Enables AI assistants to search, explore, and query San Francisco's open data p…
|
B 77 5⁄5 | ||||||||
| 2561 |
68 tools for AI agents to interact with Solana prediction markets on Baozi.bet
|
B 77 5⁄5 | ||||||||
| 2562 |
All-in-one multimodal MCP for 300+ OpenRouter models: text chat, image / audio …
|
B 77 5⁄5 | ||||||||
| 2563 |
Provides a coherent memory layer for LLM agents that models beliefs as nodes in…
|
B 77 5⁄4 | ||||||||
| 2564 |
A TypeScript-based server that enables AI agents to create, prioritize, and man…
|
B 77 5⁄4 | ||||||||
| 2565 |
Enables AI assistants to fetch, analyze, and respond to Google Business Profile…
|
B 77 5⁄5 | ||||||||
| 2566 |
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
|
B 77 5⁄4 | ||||||||
| 2567 |
Official flexprice MCP Server
|
B 77 5⁄5 | ||||||||
| 2568 |
Enables querying documents through a Langflow backend using natural language qu…
|
B 77 5⁄5 | ||||||||
| 2569 |
Enables AI assistants like Claude to interact with Lychee Redmine project manag…
|
B 77 5⁄5 | ||||||||
| 2570 |
Domain Finder MCP Server
Claim
Intelligent domain name suggestion service that checks real-time availability a…
|
B 77 5⁄5 | ||||||||
| 2571 |
MCP Memory LibSQL Go
Claim
🧠 High-performance persistent memory system for Model Context Protocol (MCP) po…
|
B 77 5⁄5 | ||||||||
| 2572 |
Enables AI assistants to securely connect to and manage remote servers via SSH,…
|
B 77 5⁄5 | ||||||||
| 2573 |
Enables interaction with the European Environment Agency (EEA) GeoNetwork Catal…
|
B 77 5⁄5 | ||||||||
| 2574 |
A Model Context Protocol server that enables AI assistants to interact with Tel…
|
B 77 5⁄4 | ||||||||
| 2575 |
Enables evolutionary solution generation and optimization using genetic algorit…
|
B 77 5⁄5 | ||||||||
| 2576 |
Enables interaction with HUDU technical documentation and customer management p…
|
B 77 5⁄5 | ||||||||
| 2577 |
MCP server for generating beautiful code screenshots directly from Claude
|
B 77 5⁄5 | ||||||||
| 2578 |
A bridge that exposes any GraphQL API as tools consumable by Large Language Mod…
|
B 77 5⁄5 | ||||||||
| 2579 |
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchm…
|
B 77 5⁄4 | ||||||||
| 2580 |
Bridges Large Language Models with Language Server Protocol interfaces, allowin…
|
B 77 5⁄5 | ||||||||
| 2581 |
WikiTree MCP server
Claim
Integrates with the WikiTree API to provide tools for exploring genealogical da…
|
B 77 5⁄4 | ||||||||
| 2582 |
Token usage tracker for OpenAI and Claude APIs with MCP support, real-time sess…
|
B 77 5⁄4 | ||||||||
| 2583 |
Decompose text into classified semantic units. Authority, risk, attention. No L…
|
B 77 5⁄4 | ||||||||
| 2584 |
Provides instant access to authoritative security documentation from organizati…
|
B 77 5⁄5 | ||||||||
| 2585 |
Temporary email for AI agents: create inboxes, wait for emails, extract OTPs, v…
|
B 77 5⁄4 | ||||||||
| 2586 |
Model Context Protocol server that lets LLMs collaboratively drive tmux
|
B 77 5⁄5 | ||||||||
| 2587 |
provides AI-powered PostgreSQL performance tuning capabilities.
|
B 77 5⁄4 | ||||||||
| 2588 |
Enables converting Markdown text into high-quality 3:4 ratio JPG images using m…
|
B 77 5⁄4 | ||||||||
| 2589 |
Enables LLMs to interact with Todoist for comprehensive task and project manage…
|
B 77 5⁄5 | ||||||||
| 2590 |
Enables semantic search and question-answering over semiconductor component dat…
|
B 77 5⁄4 | ||||||||
| 2591 |
MCP server for transcript processing — formatting, contextual repair & smart su…
|
B 77 5⁄5 | ||||||||
| 2592 |
Enables LLMs to perform browser automation tasks including web scraping, taking…
|
B 77 5⁄4 | ||||||||
| 2593 |
Search and retrieve AI prompts from prompts.chat, the social platform for AI pr…
|
B 77 6⁄6 | ||||||||
| 2594 |
Aggregates multiple third-party APIs into unified MCP tools, providing out-of-t…
|
B 77 5⁄5 | ||||||||
| 2595 |
Laravel MCP Companion
Claim
Provides instant access to comprehensive Laravel ecosystem documentation includ…
|
B 77 5⁄4 | ||||||||
| 2596 |
Enables AI coding agents like Claude to read Windows clipboard contents (text a…
|
B 77 5⁄4 | ||||||||
| 2597 |
Enables access to Document360 knowledge base content through simple GET operati…
|
B 77 5⁄5 | ||||||||
| 2598 |
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
|
B 77 5⁄5 | ||||||||
| 2599 |
Sequential Thinking MCP server follows First principle thinking framework
|
B 77 5⁄4 | ||||||||
| 2600 |
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
|
B 77 5⁄5 | ||||||||