MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2401 |
mcp-framework
Claim
Rust MCP framework for building AI agents
|
B 78 5⁄4 | ||||||||
| 2402 |
Provides access to Redis databases. This server enables LLMs to interact with R…
|
B 78 5⁄5 | ||||||||
| 2403 |
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
|
B 78 5⁄4 | ||||||||
| 2404 |
Enables AI assistants to manage Google Calendar through natural language intera…
|
B 78 5⁄4 | ||||||||
| 2405 |
MCP server that lets AI agents search the substreams.dev package registry.
|
B 78 5⁄5 | ||||||||
| 2406 |
Enables AI assistants to query THORChain blockchain data including transactions…
|
B 78 5⁄5 | ||||||||
| 2407 |
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
|
B 78 5⁄5 | ||||||||
| 2408 |
Provides Chinese holiday information, lunar calendar conversion, traditional fe…
|
B 78 5⁄5 | ||||||||
| 2409 |
Provides secure access to filesystem operations, system commands, Obsidian vaul…
|
B 78 5⁄5 | ||||||||
| 2410 |
Easy-to-setup local RAG server with minimal configuration
|
B 78 5⁄4 | ||||||||
| 2411 |
Professional Model Context Protocol server that enables AI-optimized Figma desi…
|
B 78 5⁄5 | ||||||||
| 2412 |
Enables AI agents to discover and order food from multiple delivery services (D…
|
B 78 5⁄4 | ||||||||
| 2413 |
A Model Context Protocol server that allows displaying messages via polybar sta…
|
B 78 5⁄5 | ||||||||
| 2414 |
Manages agent certification by tracking trust scores, capabilities, and test re…
|
B 78 5⁄5 | ||||||||
| 2415 |
Enables comprehensive management of Obsidian vaults with full CRUD operations, …
|
B 78 5⁄4 | ||||||||
| 2416 |
X Archive Daemon
Claim
Archives posts from X into a local SQLite database and provides tools for seman…
|
B 78 5⁄4 | ||||||||
| 2417 |
mcp-vibe-check
Claim
Custom version of vibecheck
|
B 78 5⁄5 | ||||||||
| 2418 |
clawphunks
Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
|
B 78 5⁄4 | ||||||||
| 2419 |
A local/remote MCP server for generating infrastructure and architecture diagra…
|
B 78 5⁄5 | ||||||||
| 2420 |
BinAssistMCP
Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
|
B 78 5⁄5 | ||||||||
| 2421 |
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create …
|
B 78 5⁄5 | ||||||||
| 2422 |
AI-powered bug bounty hunting platform that integrates security tools (OWASP ZA…
|
B 78 5⁄5 | ||||||||
| 2423 |
The payment protocol for people and agents. One MCP server, any payment rail.
|
B 78 5⁄4 | ||||||||
| 2424 |
Snowflake integration implementing read and (optional) write operations as well…
|
B 78 5⁄5 | ||||||||
| 2425 |
Deploy live HTTPS websites in seconds. Instant subdomains or custom .xyz domain…
|
B 78 5⁄4 | ||||||||
| 2426 |
Persistent Context MCP
Claim
A memory management system that enables AI assistants to store, search, and vis…
|
B 78 5⁄5 | ||||||||
| 2427 |
Access Ethereum blockchain data effortlessly. Check balances, view transaction …
|
B 78 5⁄5 | ||||||||
| 2428 |
Integrates with Notion's API to manage personal todo lists
|
B 78 5⁄5 | ||||||||
| 2429 |
NanoBananaPro
Claim
Use Nano Banana Pro to generate image from text prompt and edit image
|
B 78 5⁄4 | ||||||||
| 2430 |
A free and unlimited web search server that enables AI models to search, crawl,…
|
B 78 5⁄5 | ||||||||
| 2431 |
A nostalgic virtual pet experience for the AI age that lets you adopt, nurture,…
|
B 78 5⁄5 | ||||||||
| 2432 |
Enables secure read-only access to PostgreSQL databases, allowing users to list…
|
B 78 5⁄5 | ||||||||
| 2433 |
Provides advanced system monitoring and file search capabilities for macOS, all…
|
B 78 5⁄5 | ||||||||
| 2434 |
lucid-mcp
Claim
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 78 5⁄4 | ||||||||
| 2435 |
Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare s…
|
B 78 5⁄5 | ||||||||
| 2436 |
Enables Frappe Framework applications to function as Streamable HTTP MCP server…
|
B 78 5⁄5 | ||||||||
| 2437 |
U301 URL Shortener MCP Server
|
B 78 5⁄4 | ||||||||
| 2438 |
macOS Notification MCP
|
B 78 5⁄5 | ||||||||
| 2439 |
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
|
B 78 5⁄4 | ||||||||
| 2440 |
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
|
B 78 5⁄5 | ||||||||
| 2441 |
A specialized testing harness that enables AI assistants to thoroughly test oth…
|
B 78 5⁄5 | ||||||||
| 2442 |
A shared whiteboard server that enables users to provide visual context to AI a…
|
B 78 5⁄5 | ||||||||
| 2443 |
rednote-mcp
Claim
|
B 78 5⁄4 | ||||||||
| 2444 |
MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains …
|
B 78 6⁄6 | ||||||||
| 2445 |
MCP Ollama server integrates Ollama models with MCP clients, allowing users to …
|
B 78 5⁄5 | ||||||||
| 2446 |
Provides Node.js debugging capabilities with process management for AI agents, …
|
B 78 5⁄5 | ||||||||
| 2447 |
An MCP Server to enable global access to Rememberizer
|
B 78 5⁄5 | ||||||||
| 2448 |
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
|
B 78 5⁄5 | ||||||||
| 2449 |
Enables secure access to customer e-commerce data (orders, loyalty points, offe…
|
B 78 5⁄5 | ||||||||
| 2450 |
Provides persistent, semantic memory storage for LLMs across sessions using vec…
|
B 78 5⁄4 | ||||||||