MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23401 |
Enables AI assistants to control Spotify playback, search for music, manage pla…
|
C 59 4⁄4 | ||||||||
| 23402 |
web3-mcp-hub
Claim
The definitive open-source registry of Model Context Protocol (MCP) servers for…
|
C 59 4⁄3 | ||||||||
| 23403 |
|
C 59 3⁄3 | ||||||||
| 23404 |
MCP server for Alibaba Cloud Domain - check availability, query details, list d…
|
C 59 3⁄3 | ||||||||
| 23405 |
Codebase context compiler for AI agents. Graph-ranked, token-budgeted, tier-com…
|
C 59 4⁄3 | ||||||||
| 23406 |
Provides AI assistants with access to comprehensive financial data including re…
|
C 59 4⁄4 | ||||||||
| 23407 |
MCP server for consuming and managing Groups.io data via the Groups.io REST API
|
C 59 3⁄3 | ||||||||
| 23408 |
Context7 MCP Clone
Claim
Provides up-to-date, version-specific documentation and code examples for softw…
|
C 59 4⁄4 | ||||||||
| 23409 |
MCP server for Sberbank API — accounts, statements. Bearer token auth.
|
C 59 3⁄3 | ||||||||
| 23410 |
pms-docker
Claim
|
C 59 3⁄3 | ||||||||
| 23411 |
MCP server for org-mode and org-roam knowledge base management
|
C 59 4⁄3 | ||||||||
| 23412 |
MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and M…
|
C 59 3⁄3 | ||||||||
| 23413 |
cwm-api-gateway-mcp
Claim
|
C 59 4⁄3 | ||||||||
| 23414 |
Enables AI assistants to search flights and hotels, access AI-powered price for…
|
C 59 4⁄4 | ||||||||
| 23415 |
Enables programmatic control of Ableton Live using natural language to manage s…
|
C 59 4⁄3 | ||||||||
| 23416 |
A professional implementation of a Model Context Protocol server that enables i…
|
C 59 4⁄3 | ||||||||
| 23417 |
Model Context Protocol (MCP) server implementation for semantic search and memo…
|
C 59 4⁄4 | ||||||||
| 23418 |
|
C 59 3⁄3 | ||||||||
| 23419 |
Integrates with Yandex Market Partner API, providing search and execute tools f…
|
C 59 3⁄3 | ||||||||
| 23420 |
Enables AI models to generate production-ready, 60fps-optimized GSAP animation …
|
C 59 4⁄4 | ||||||||
| 23421 |
Integrates with KISTI's ScienceON, NTIS, and DataON APIs to search and retrieve…
|
C 59 4⁄3 | ||||||||
| 23422 |
MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, …
|
C 59 4⁄3 | ||||||||
| 23423 |
leadflip
Claim
|
C 59 3⁄3 | ||||||||
| 23424 |
MCP Server
Claim
A FastAPI-based implementation of the Model Context Protocol that enables stand…
|
C 59 4⁄4 | ||||||||
| 23425 |
MCP server for analyzing Clay tables — schema, rows, errors, and enrichment deb…
|
C 59 3⁄3 | ||||||||
| 23426 |
Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool…
|
C 59 4⁄3 | ||||||||
| 23427 |
mcp-trader
Claim
A Model Context Protocol (MCP) server for stock traders
|
C 59 3⁄3 | ||||||||
| 23428 |
MCPify
Claim
A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Messag…
|
C 59 4⁄4 | ||||||||
| 23429 |
Nooxus Edge Data MCP: Search AI-verified Chinese manufacturers, eliminate B2B h…
|
C 59 3⁄3 | ||||||||
| 23430 |
Enables transforming AI-generated marketing copy into human-sounding, GEO-optim…
|
C 59 3⁄3 | ||||||||
| 23431 |
UniFi MCP Server
Claim
Provides AI assistants with access to UniFi Network and Protect infrastructure …
|
C 59 4⁄4 | ||||||||
| 23432 |
Enables secure, audited file operations with LLMs by enforcing implementation p…
|
C 59 4⁄3 | ||||||||
| 23433 |
A high-performance MCP server providing lightning-fast hybrid code search using…
|
C 59 4⁄4 | ||||||||
| 23434 |
|
C 59 3⁄3 | ||||||||
| 23435 |
BOM-MCP
Claim
Provides access to an Electric Submersible Pump (ESP) parts and Bill of Materia…
|
C 59 4⁄4 | ||||||||
| 23436 |
Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritiza…
|
C 59 4⁄3 | ||||||||
| 23437 |
rust-browser-mcp
Claim
Browser automation for Claude via WebDriver and MCP. Support for Chrome/Firefox…
|
C 59 4⁄3 | ||||||||
| 23438 |
Model Context Protocol (MCP) servers with Claude Code. These tools dramatically…
|
C 59 3⁄3 | ||||||||
| 23439 |
A simple MCP (Multimodal Conversational Plugin) server based on Joern that prov…
|
C 59 4⁄3 | ||||||||
| 23440 |
Astro Blog MCP Server
Claim
Enables automated blog post creation and management for Astro blogs deployed on…
|
C 59 4⁄4 | ||||||||
| 23441 |
UE5-MCP
Claim
MCP for Unreal Engine 5
|
C 59 3⁄3 | ||||||||
| 23442 |
MCP server for Agon Protocol state reads and prepare-only payment-channel actio…
|
C 59 3⁄3 | ||||||||
| 23443 |
MCPDebugger
Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
|
C 59 3⁄3 | ||||||||
| 23444 |
A modular, extensible MCP Server for managing Storyblok spaces, stories, compon…
|
C 59 4⁄4 | ||||||||
| 23445 |
A high-performance Model Context Protocol (MCP) server designed for large langu…
|
C 59 4⁄4 | ||||||||
| 23446 |
An MCP server that integrates the Dex personal CRM API with AI assistants to ma…
|
C 59 4⁄4 | ||||||||
| 23447 |
Enables interaction with blockchain networks through the Rosetta API standard f…
|
C 59 4⁄4 | ||||||||
| 23448 |
Empowers AI assistants with real-world capabilities including note management, …
|
C 59 4⁄4 | ||||||||
| 23449 |
Chuck Norris MCP Server
Claim
Enables access to the Chuck Norris API to retrieve Chuck Norris jokes and facts…
|
C 59 4⁄4 | ||||||||
| 23450 |
spotify-mcp-ts
Claim
|
C 59 3⁄3 | ||||||||