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 | ||||||||||
| 2301 |
KIP
Claim
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable…
|
B 78 5⁄4 | ||||||||
| 2302 |
UNO-MCP
Claim
Unified Narrative Operator MCP server — AI-powered prose expansion, repetition …
|
B 78 5⁄4 | ||||||||
| 2303 |
Model Context Protocol server that enables AI assistants to query and analyze p…
|
B 78 5⁄4 | ||||||||
| 2304 |
Provides Node.js debugging capabilities with process management for AI agents, …
|
B 78 5⁄5 | ||||||||
| 2305 |
lucid-mcp
Claim
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 78 5⁄4 | ||||||||
| 2306 |
A local/remote MCP server for generating infrastructure and architecture diagra…
|
B 78 5⁄5 | ||||||||
| 2307 |
Provides Todoist task management capabilities to AI assistants through the Mode…
|
B 78 5⁄4 | ||||||||
| 2308 |
Provides advanced system monitoring and file search capabilities for macOS, all…
|
B 78 5⁄5 | ||||||||
| 2309 |
BinAssistMCP
Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
|
B 78 5⁄5 | ||||||||
| 2310 |
A Model Context Protocol server that exposes REAPER digital audio workstation f…
|
B 78 5⁄5 | ||||||||
| 2311 |
Easy-to-setup local RAG server with minimal configuration
|
B 78 5⁄4 | ||||||||
| 2312 |
Developer utilities MCP: base64, UUID, hash, JWT decode, cron, timestamps.
|
B 78 5⁄4 | ||||||||
| 2313 |
Sonatype component intelligence: versions, security analysis, and Trust Score r…
|
B 78 6⁄6 | ||||||||
| 2314 |
A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natur…
|
B 78 5⁄5 | ||||||||
| 2315 |
Real-time crypto prices OHLCV orderbook - Bitcoin Ethereum 10000+ tokens
|
B 78 5⁄5 | ||||||||
| 2316 |
Enables secure read-only access to PostgreSQL databases, allowing users to list…
|
B 78 5⁄5 | ||||||||
| 2317 |
Provides access to Redis databases. This server enables LLMs to interact with R…
|
B 78 5⁄5 | ||||||||
| 2318 |
mcp-auth-demos
Claim
Model Context Protocol authentication demos - AI assistant integration examples
|
B 78 5⁄4 | ||||||||
| 2319 |
24-tool MCP server for Claude Code that catches vague prompts before they waste…
|
B 78 5⁄4 | ||||||||
| 2320 |
Linear MCP Server
Claim
Provides access to Linear's issue tracking system through a standardized Model …
|
B 78 5⁄5 | ||||||||
| 2321 |
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
|
B 78 5⁄4 | ||||||||
| 2322 |
Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.
|
B 78 5⁄4 | ||||||||
| 2323 |
A Model Context Protocol (MCP) server that enables AI agents to interact with M…
|
B 78 5⁄5 | ||||||||
| 2324 |
mcp-vibe-check
Claim
Custom version of vibecheck
|
B 78 5⁄5 | ||||||||
| 2325 |
MCP server that lets AI agents search the substreams.dev package registry.
|
B 78 5⁄5 | ||||||||
| 2326 |
Check service status and outage information via Downdetector.
|
B 78 5⁄5 | ||||||||
| 2327 |
Exa MCP Server
Claim
Enable AI assistants to perform real-time web searches using Exa's powerful sea…
|
B 78 5⁄5 | ||||||||
| 2328 |
MCP Ollama server integrates Ollama models with MCP clients, allowing users to …
|
B 78 5⁄5 | ||||||||
| 2329 |
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
|
B 78 5⁄5 | ||||||||
| 2330 |
Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-clo…
|
B 78 5⁄4 | ||||||||
| 2331 |
Pane
Claim
Enables AI agents to create visual, interactive interfaces with diagrams, struc…
|
B 78 5⁄4 | ||||||||
| 2332 |
An MCP server implementation that provides tools for retrieving and processing …
|
B 78 5⁄5 | ||||||||
| 2333 |
Enables integration with Up Banking API to query account balances, transaction …
|
B 78 5⁄5 | ||||||||
| 2334 |
Enables tracking food intake and nutrition using the USDA FoodData Central data…
|
B 78 5⁄5 | ||||||||
| 2335 |
A drop-in MCP proxy that aggregates multiple backend servers into two meta-tool…
|
B 78 5⁄5 | ||||||||
| 2336 |
Interact with Obsidian vaults for knowledge management. Create, read, update, a…
|
B 78 5⁄4 | ||||||||
| 2337 |
Enables comprehensive management of Obsidian vaults with full CRUD operations, …
|
B 78 5⁄4 | ||||||||
| 2338 |
SMTP Email Server
Claim
Send and manage emails effortlessly with our server. Utilize multiple SMTP conf…
|
B 78 5⁄4 | ||||||||
| 2339 |
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
|
B 78 5⁄5 | ||||||||
| 2340 |
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with …
|
B 78 5⁄4 | ||||||||
| 2341 |
Provides a secure, constrained filesystem workspace for LLM agents to manage fi…
|
B 78 5⁄4 | ||||||||
| 2342 |
Access Ethereum blockchain data effortlessly. Check balances, view transaction …
|
B 78 5⁄5 | ||||||||
| 2343 |
Enables vision capabilities for any AI model by routing image analysis requests…
|
B 78 5⁄5 | ||||||||
| 2344 |
An MCP server that recommends specific tools for tasks by learning from usage p…
|
B 78 4⁄4 | ||||||||
| 2345 |
Integrates with Notion's API to manage personal todo lists
|
B 78 5⁄5 | ||||||||
| 2346 |
Manages agent certification by tracking trust scores, capabilities, and test re…
|
B 78 5⁄5 | ||||||||
| 2347 |
A server that connects Claude with Spotify, allowing users to control playback,…
|
B 78 5⁄4 | ||||||||
| 2348 |
An MCP server that enables users to print markdown tasklists, Notion tasks with…
|
B 78 5⁄5 | ||||||||
| 2349 |
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
|
B 78 5⁄4 | ||||||||
| 2350 |
MCP server for fetching web page content using Playwright headless browser, sup…
|
B 78 5⁄4 | ||||||||