MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23451 |
MCP Server for Google Services, with the ability to define your own scopes and …
|
C 59 4⁄4 | ||||||||
| 23452 |
Enterprise-grade MCP framework for building production-ready AI tools with data…
|
C 59 4⁄3 | ||||||||
| 23453 |
A Model Context Protocol (MCP) server that converts various file formats to Mar…
|
C 59 4⁄3 | ||||||||
| 23454 |
bay-event-map-backend
Claim
|
C 59 3⁄3 | ||||||||
| 23455 |
MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and M…
|
C 59 3⁄3 | ||||||||
| 23456 |
Enables AI assistants to access solved.ac user profiles and search Baekjoon Onl…
|
C 59 4⁄4 | ||||||||
| 23457 |
Stack & Orchestrate MCP Tools — The Scikit-Learn-Pipeline Way , For LLMs
|
C 59 4⁄3 | ||||||||
| 23458 |
pms-docker
Claim
|
C 59 3⁄3 | ||||||||
| 23459 |
MCP server for Africa API — access data on all 54 African countries through Cla…
|
C 59 3⁄3 | ||||||||
| 23460 |
MCP server for GitLab and GitHub
|
C 59 4⁄3 | ||||||||
| 23461 |
ainovelprompter
Claim
Create the prompts you need to write your Novel using AI
|
C 59 4⁄3 | ||||||||
| 23462 |
Enables comprehensive management of Proxmox virtualization infrastructure throu…
|
C 59 4⁄4 | ||||||||
| 23463 |
MasterMCP
Claim
MasterMCP
|
C 59 4⁄3 | ||||||||
| 23464 |
Provides AI assistants with access to comprehensive financial data including re…
|
C 59 4⁄4 | ||||||||
| 23465 |
Codebase context compiler for AI agents. Graph-ranked, token-budgeted, tier-com…
|
C 59 4⁄3 | ||||||||
| 23466 |
Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool…
|
C 59 4⁄3 | ||||||||
| 23467 |
northdata-mcp
Claim
NorthData API for German company, owner, and financial data — with a built-in c…
|
C 59 3⁄3 | ||||||||
| 23468 |
A Model Context Protocol server that provides read-only access to Slack data in…
|
C 59 4⁄3 | ||||||||
| 23469 |
A Model Context Protocol (MCP) server that exposes the Untappd API as tools for…
|
C 59 3⁄3 | ||||||||
| 23470 |
|
C 59 3⁄3 | ||||||||
| 23471 |
Enables secure, audited file operations with LLMs by enforcing implementation p…
|
C 59 4⁄3 | ||||||||
| 23472 |
Astro Blog MCP Server
Claim
Enables automated blog post creation and management for Astro blogs deployed on…
|
C 59 4⁄4 | ||||||||
| 23473 |
BOM-MCP
Claim
Provides access to an Electric Submersible Pump (ESP) parts and Bill of Materia…
|
C 59 4⁄4 | ||||||||
| 23474 |
Model Context Protocol (MCP) servers with Claude Code. These tools dramatically…
|
C 59 3⁄3 | ||||||||
| 23475 |
Linggen - Local RAG
Claim
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
|
C 59 3⁄3 | ||||||||
| 23476 |
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
|
C 59 4⁄3 | ||||||||
| 23477 |
Provides AI assistants with natural language access to WRDS financial data for …
|
C 59 4⁄4 | ||||||||
| 23478 |
Enables AI assistants to control Spotify playback, search for music, manage pla…
|
C 59 4⁄4 | ||||||||
| 23479 |
Integrates with Yandex Market Partner API, providing search and execute tools f…
|
C 59 3⁄3 | ||||||||
| 23480 |
Enables retrieval of random inspirational quotes from various categories includ…
|
C 59 4⁄4 | ||||||||
| 23481 |
An MCP server that integrates the Dex personal CRM API with AI assistants to ma…
|
C 59 4⁄4 | ||||||||
| 23482 |
Context7 MCP Clone
Claim
Provides up-to-date, version-specific documentation and code examples for softw…
|
C 59 4⁄4 | ||||||||
| 23483 |
Enables AI agents to manage and interact with Apache AGE graph databases throug…
|
C 59 4⁄4 | ||||||||
| 23484 |
UE5-MCP
Claim
MCP for Unreal Engine 5
|
C 59 3⁄3 | ||||||||
| 23485 |
Model Context Protocol server that integrates with Atlassian Confluence and Jir…
|
C 59 4⁄3 | ||||||||
| 23486 |
A Model Context Protocol (MCP) server that provides tools, resources, and promp…
|
C 59 4⁄3 | ||||||||
| 23487 |
commonersdao-mcp
Claim
AI agent access to Commoner's DAO — auction, governance, treasury, and discussi…
|
C 59 4⁄3 | ||||||||
| 23488 |
MCPDebugger
Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
|
C 59 3⁄3 | ||||||||
| 23489 |
MCP Server
Claim
A FastAPI-based implementation of the Model Context Protocol that enables stand…
|
C 59 4⁄4 | ||||||||
| 23490 |
A Model Context Protocol server that enables querying Bitcoin blockchain data, …
|
C 59 4⁄4 | ||||||||
| 23491 |
Integrates with KISTI's ScienceON, NTIS, and DataON APIs to search and retrieve…
|
C 59 4⁄3 | ||||||||
| 23492 |
A high-performance MCP server providing lightning-fast hybrid code search using…
|
C 59 4⁄4 | ||||||||
| 23493 |
mcp_ctl
Claim
A package manager to manage all your mcp servers across platforms
|
C 59 4⁄3 | ||||||||
| 23494 |
mcp-vision
Claim
An MCP server that exposes HuggingFace computer vision models for zero-shot obj…
|
C 59 4⁄3 | ||||||||
| 23495 |
MCP server for Agon Protocol state reads and prepare-only payment-channel actio…
|
C 59 3⁄3 | ||||||||
| 23496 |
context-foundry
Claim
Recursive Claude spawning for autonomous project builds with self-healing test …
|
C 59 4⁄3 | ||||||||
| 23497 |
MCP (Model Context Protocol) Configuration Editor
|
C 59 4⁄3 | ||||||||
| 23498 |
spotify-mcp-ts
Claim
|
C 59 3⁄3 | ||||||||
| 23499 |
rust-browser-mcp
Claim
Browser automation for Claude via WebDriver and MCP. Support for Chrome/Firefox…
|
C 59 4⁄3 | ||||||||
| 23500 |
Provides cross-platform terminal access through MCP, enabling AI assistants to …
|
C 59 4⁄4 | ||||||||