MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23401 |
cwm-api-gateway-mcp
Claim
|
C 59 4⁄3 | ||||||||
| 23402 |
An AI-powered news and trend aggregator that tracks real-time hot topics and RS…
|
C 59 4⁄4 | ||||||||
| 23403 |
northdata-mcp
Claim
NorthData API for German company, owner, and financial data — with a built-in c…
|
C 59 3⁄3 | ||||||||
| 23404 |
|
C 59 3⁄3 | ||||||||
| 23405 |
An MCP server that integrates the Dex personal CRM API with AI assistants to ma…
|
C 59 4⁄4 | ||||||||
| 23406 |
MCP server for analyzing Clay tables — schema, rows, errors, and enrichment deb…
|
C 59 3⁄3 | ||||||||
| 23407 |
A Model Context Protocol server that provides read-only access to Slack data in…
|
C 59 4⁄3 | ||||||||
| 23408 |
A Model Context Protocol (MCP) server that exposes the Untappd API as tools for…
|
C 59 3⁄3 | ||||||||
| 23409 |
An MCP server that integrates with the Todoist REST API v2 to enable AI assista…
|
C 59 4⁄4 | ||||||||
| 23410 |
Enables AI assistants to interact with Atlassian products (Confluence and Jira)…
|
C 59 4⁄4 | ||||||||
| 23411 |
wemo
Claim
Control WeMo smart home devices - discover, toggle, adjust brightness, and mana…
|
C 59 4⁄3 | ||||||||
| 23412 |
leadflip
Claim
|
C 59 3⁄3 | ||||||||
| 23413 |
Model Context Protocol (MCP) servers with Claude Code. These tools dramatically…
|
C 59 3⁄3 | ||||||||
| 23414 |
bay-event-map-backend
Claim
|
C 59 3⁄3 | ||||||||
| 23415 |
processgenie
Claim
|
C 59 3⁄3 | ||||||||
| 23416 |
cosmotop
Claim
Multiplatform system monitoring tool using Cosmopolitan Libc
|
C 59 4⁄3 | ||||||||
| 23417 |
A Model Context Protocol server that enables AI assistants like Claude to initi…
|
C 59 4⁄4 | ||||||||
| 23418 |
Aedifion MCP Server
Claim
Enables AI assistants to interact with the aedifion cloud platform for building…
|
C 59 4⁄3 | ||||||||
| 23419 |
An extensible MCP server that integrates Odoo with LLMs to enable querying and …
|
C 59 4⁄4 | ||||||||
| 23420 |
Notion MCP Server
Claim
An integration server that enables LLMs to interact with Notion workspaces thro…
|
C 59 4⁄4 | ||||||||
| 23421 |
Stack & Orchestrate MCP Tools — The Scikit-Learn-Pipeline Way , For LLMs
|
C 59 4⁄3 | ||||||||
| 23422 |
Codebase context compiler for AI agents. Graph-ranked, token-budgeted, tier-com…
|
C 59 4⁄3 | ||||||||
| 23423 |
An MCP server that enables interaction with Microsoft SQL Server instances usin…
|
C 59 3⁄3 | ||||||||
| 23424 |
Integrates the AXLE (Axiom Lean Engine) CLI with AI assistants to provide compr…
|
C 59 4⁄3 | ||||||||
| 23425 |
MCP-Defender
Claim
Desktop app that automatically scans and blocks malicious MCP traffic in AI app…
|
C 59 4⁄3 | ||||||||
| 23426 |
Unreal Engine MCP Bridge
Claim
A server that enables control of Unreal Engine 5.5+ using natural language comm…
|
C 59 4⁄3 | ||||||||
| 23427 |
An aggregator for real-time hot topics and news from major social and financial…
|
C 59 4⁄3 | ||||||||
| 23428 |
context-foundry
Claim
Recursive Claude spawning for autonomous project builds with self-healing test …
|
C 59 4⁄3 | ||||||||
| 23429 |
Provides AI assistants with access to comprehensive financial data including re…
|
C 59 4⁄4 | ||||||||
| 23430 |
An interactive Python code execution tool that allows users and LLMs to safely …
|
C 59 4⁄4 | ||||||||
| 23431 |
mcp-trader
Claim
A Model Context Protocol (MCP) server for stock traders
|
C 59 3⁄3 | ||||||||
| 23432 |
MCPDebugger
Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
|
C 59 3⁄3 | ||||||||
| 23433 |
Provides AI assistants access to comprehensive financial data including real-ti…
|
C 59 4⁄4 | ||||||||
| 23434 |
spotify-mcp-ts
Claim
|
C 59 3⁄3 | ||||||||
| 23435 |
Enables AI assistants to control Spotify playback, search for music, manage pla…
|
C 59 4⁄4 | ||||||||
| 23436 |
Empowers AI assistants with real-world capabilities including note management, …
|
C 59 4⁄4 | ||||||||
| 23437 |
MCP Server for Google Services, with the ability to define your own scopes and …
|
C 59 4⁄4 | ||||||||
| 23438 |
pms-docker
Claim
|
C 59 3⁄3 | ||||||||
| 23439 |
tavily-mcp-python
Claim
Tavily MCP Server implementation that uses fastmcp and supports both sse and st…
|
C 59 4⁄4 | ||||||||
| 23440 |
Enables AI agents to interact with collaborative Jupyter notebooks and document…
|
C 59 4⁄4 | ||||||||
| 23441 |
Multi-Agent Conversation Protocol server for accessing NASA's Astronomy Picture…
|
C 59 4⁄3 | ||||||||
| 23442 |
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5),…
|
C 59 4⁄4 | ||||||||
| 23443 |
Nooxus Edge Data MCP: Search AI-verified Chinese manufacturers, eliminate B2B h…
|
C 59 3⁄3 | ||||||||
| 23444 |
ai-forge-mcp
Claim
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset produ…
|
C 59 3⁄3 | ||||||||
| 23445 |
MCP Server
Claim
A FastAPI-based implementation of the Model Context Protocol that enables stand…
|
C 59 4⁄4 | ||||||||
| 23446 |
Enables programmatic control of Ableton Live using natural language to manage s…
|
C 59 4⁄3 | ||||||||
| 23447 |
Enables comprehensive management of Proxmox virtualization infrastructure throu…
|
C 59 4⁄4 | ||||||||
| 23448 |
A Model Context Protocol server that enables querying Bitcoin blockchain data, …
|
C 59 4⁄4 | ||||||||
| 23449 |
MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, …
|
C 59 4⁄3 | ||||||||
| 23450 |
mcp-vision
Claim
An MCP server that exposes HuggingFace computer vision models for zero-shot obj…
|
C 59 4⁄3 | ||||||||