MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 3 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23401 |
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian …
|
C 59 4⁄4 | ||||||||
| 23402 |
|
C 59 3⁄3 | ||||||||
| 23403 |
MasterMCP
Claim
MasterMCP
|
C 59 4⁄3 | ||||||||
| 23404 |
MCP server for Africa API — access data on all 54 African countries through Cla…
|
C 59 3⁄3 | ||||||||
| 23405 |
pms-docker
Claim
|
C 59 3⁄3 | ||||||||
| 23406 |
An MCP server that implements a conversational AI 'waifu' character using a tex…
|
C 59 4⁄4 | ||||||||
| 23407 |
A Python MCP server that provides a lightweight CRM by integrating Google Sheet…
|
C 59 4⁄4 | ||||||||
| 23408 |
An AI-powered news and trend aggregator that tracks real-time hot topics and RS…
|
C 59 4⁄4 | ||||||||
| 23409 |
web3-mcp-hub
Claim
The definitive open-source registry of Model Context Protocol (MCP) servers for…
|
C 59 4⁄3 | ||||||||
| 23410 |
Meet WebHive, the AI-powered browser that takes care of tasks for you. No more …
|
C 59 4⁄3 | ||||||||
| 23411 |
Enables interaction with blockchain networks through the Rosetta API standard f…
|
C 59 4⁄4 | ||||||||
| 23412 |
MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants s…
|
C 59 3⁄3 | ||||||||
| 23413 |
MCP Server for Google Services, with the ability to define your own scopes and …
|
C 59 4⁄4 | ||||||||
| 23414 |
A modular, extensible MCP Server for managing Storyblok spaces, stories, compon…
|
C 59 4⁄4 | ||||||||
| 23415 |
Mindmup2GoogleDriveMCP
Claim
A Model Context Protocol (MCP) server that provides seamless integration betwee…
|
C 59 4⁄3 | ||||||||
| 23416 |
Chuck Norris MCP Server
Claim
Enables access to the Chuck Norris API to retrieve Chuck Norris jokes and facts…
|
C 59 4⁄4 | ||||||||
| 23417 |
Gru-sandbox(gbox) is an open source project that provides a self-hostable sandb…
|
C 59 4⁄4 | ||||||||
| 23418 |
A Model Context Protocol server that enables AI assistants like Claude to initi…
|
C 59 4⁄4 | ||||||||
| 23419 |
northdata-mcp
Claim
NorthData API for German company, owner, and financial data — with a built-in c…
|
C 59 3⁄3 | ||||||||
| 23420 |
A Model Context Protocol server that provides enhanced browser automation capab…
|
C 59 4⁄4 | ||||||||
| 23421 |
Enables AI agents to interact with Juspay's payment processing APIs and merchan…
|
C 59 4⁄4 | ||||||||
| 23422 |
Codebase context compiler for AI agents. Graph-ranked, token-budgeted, tier-com…
|
C 59 4⁄3 | ||||||||
| 23423 |
Provides AI assistants with access to comprehensive financial data including re…
|
C 59 4⁄4 | ||||||||
| 23424 |
Enables comprehensive management of Proxmox virtualization infrastructure throu…
|
C 59 4⁄4 | ||||||||
| 23425 |
Enterprise-grade MCP framework for building production-ready AI tools with data…
|
C 59 4⁄3 | ||||||||
| 23426 |
A Model Context Protocol (MCP) server that provides tools, resources, and promp…
|
C 59 4⁄3 | ||||||||
| 23427 |
MCP server for document ingestion and semantic search on Qdrant. Enables ingest…
|
C 59 3⁄3 | ||||||||
| 23428 |
Analyzes mood from messages, provides curated Spotify playlists and motivationa…
|
C 59 4⁄4 | ||||||||
| 23429 |
Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool…
|
C 59 4⁄3 | ||||||||
| 23430 |
MCP server for org-mode and org-roam knowledge base management
|
C 59 4⁄3 | ||||||||
| 23431 |
MCP server for Alibaba Cloud Domain - check availability, query details, list d…
|
C 59 3⁄3 | ||||||||
| 23432 |
Multi-Agent Conversation Protocol server for accessing NASA's Astronomy Picture…
|
C 59 4⁄3 | ||||||||
| 23433 |
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5),…
|
C 59 4⁄4 | ||||||||
| 23434 |
chat-mcp
Claim
A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with…
|
C 59 4⁄3 | ||||||||
| 23435 |
processgenie
Claim
|
C 59 3⁄3 | ||||||||
| 23436 |
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Se…
|
C 59 3⁄3 | ||||||||
| 23437 |
|
C 59 3⁄3 | ||||||||
| 23438 |
MCP server for analyzing Clay tables — schema, rows, errors, and enrichment deb…
|
C 59 3⁄3 | ||||||||
| 23439 |
Provides comprehensive access to documentation for 600+ Kali Linux penetration …
|
C 59 4⁄3 | ||||||||
| 23440 |
A Model Context Protocol server that enables querying Bitcoin blockchain data, …
|
C 59 4⁄4 | ||||||||
| 23441 |
mcp-vision
Claim
An MCP server that exposes HuggingFace computer vision models for zero-shot obj…
|
C 59 4⁄3 | ||||||||
| 23442 |
MCP server for Kaspi.kz Shop API -- orders and products.
|
C 59 3⁄3 | ||||||||
| 23443 |
Enables programmatic control of Ableton Live using natural language to manage s…
|
C 59 4⁄3 | ||||||||
| 23444 |
MCP server for consuming and managing Groups.io data via the Groups.io REST API
|
C 59 3⁄3 | ||||||||
| 23445 |
Integrates with KISTI's ScienceON, NTIS, and DataON APIs to search and retrieve…
|
C 59 4⁄3 | ||||||||
| 23446 |
Enables interaction with the Bitpanda cryptocurrency exchange through their Dev…
|
C 59 4⁄4 | ||||||||
| 23447 |
A Model Context Protocol (MCP) server that converts various file formats to Mar…
|
C 59 4⁄3 | ||||||||
| 23448 |
cwm-api-gateway-mcp
Claim
|
C 59 4⁄3 | ||||||||
| 23449 |
wemo
Claim
Control WeMo smart home devices - discover, toggle, adjust brightness, and mana…
|
C 59 4⁄3 | ||||||||
| 23450 |
Local Lens
Claim
A 100% local development monitoring tool that captures browser console logs, ne…
|
C 59 4⁄3 | ||||||||