MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 651 |
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
|
B 82 5⁄5 | ||||||||
| 652 |
Hire real humans for tasks agents can't do alone. 36 tools for the full hiring …
|
B 82 6⁄6 | ||||||||
| 653 |
A Node.js application that provides a Model Context Protocol server for interac…
|
B 82 5⁄5 | ||||||||
| 654 |
Provides local vector-based semantic memory storage for AI assistants to persis…
|
B 82 5⁄4 | ||||||||
| 655 |
Provides advanced AI reasoning capabilities through step-by-step thinking frame…
|
B 82 5⁄5 | ||||||||
| 656 |
Enables access to Slovak Registry of Financial Statements data, allowing users …
|
B 82 6⁄6 | ||||||||
| 657 |
Tanzania legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 658 |
Connect AI assistants to Outline for document search, reading, and management
|
B 82 5⁄5 | ||||||||
| 659 |
An enhanced MCP server that fetches prompts from GitHub repositories with intel…
|
B 82 5⁄5 | ||||||||
| 660 |
Enables AI assistants to automate mobile app testing and development for iOS an…
|
B 82 5⁄4 | ||||||||
| 661 |
An MCP server that enables AI assistants to directly control QGIS for tasks lik…
|
B 82 5⁄5 | ||||||||
| 662 |
MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencod…
|
B 82 5⁄5 | ||||||||
| 663 |
Enables IDE agents like Cursor and Windsurf to orchestrate kiro-cli with advanc…
|
B 82 5⁄5 | ||||||||
| 664 |
Enables AI agents to read documents in Excel, DOCX, PDF, and TXT formats via MC…
|
B 82 5⁄5 | ||||||||
| 665 |
French legislation via MCP — full-text search across statutes and provisions
|
B 82 5⁄4 | ||||||||
| 666 |
Model Context Protocol (MCP) server that interacts with a Debugger
|
B 82 5⁄4 | ||||||||
| 667 |
MCP server for PLANKA kanban boards. Full CRUD for cards, tasks, comments, and …
|
B 82 5⁄5 | ||||||||
| 668 |
contentful-mcp-server
Claim
|
B 82 5⁄4 | ||||||||
| 669 |
Translates design tokens between platforms — extract from Tailwind, CSS, Figma,…
|
B 82 5⁄4 | ||||||||
| 670 |
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
|
B 82 5⁄5 | ||||||||
| 671 |
Enables searching and downloading academic papers from 14 platforms including a…
|
B 82 5⁄5 | ||||||||
| 672 |
Ephemeral encrypted file sharing for AI. AES-256 encryption, 24h auto-vaporizat…
|
B 82 5⁄5 | ||||||||
| 673 |
Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown forma…
|
B 82 5⁄5 | ||||||||
| 674 |
Generate software diagrams from natural language, code, ASCII, images, Mermaid.
|
B 82 6⁄6 | ||||||||
| 675 |
Provides token-efficient semantic search and document retrieval by indexing PDF…
|
B 82 5⁄4 | ||||||||
| 676 |
Specter MCP
Claim
Enables AI agents to build, test, debug, and interact with Kotlin Multiplatform…
|
B 82 5⁄4 | ||||||||
| 677 |
Zambia legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 678 |
uxc
Claim
A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, …
|
B 82 5⁄4 | ||||||||
| 679 |
한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.
|
B 82 6⁄6 | ||||||||
| 680 |
SeatGeek MCP Server
Claim
Enables users to search for events, performers, and venues through the SeatGeek…
|
B 82 5⁄5 | ||||||||
| 681 |
Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.
|
B 82 5⁄4 | ||||||||
| 682 |
Enables AI agents to generate JSON configurations for creating images and video…
|
B 82 6⁄6 | ||||||||
| 683 |
Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It po…
|
B 82 5⁄4 | ||||||||
| 684 |
Ghana legislation via MCP — full-text search across statutes and provisions
|
B 82 5⁄4 | ||||||||
| 685 |
An MCP server that allows checking local time on the client machine or current …
|
B 82 6⁄6 | ||||||||
| 686 |
Enables AI assistants to manage Apple Reminders on macOS using natural language…
|
B 82 5⁄4 | ||||||||
| 687 |
Provide coding agents direct access to Figma data to help them write Flutter co…
|
B 82 5⁄4 | ||||||||
| 688 |
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refact…
|
B 82 5⁄5 | ||||||||
| 689 |
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
|
B 82 6⁄6 | ||||||||
| 690 |
Enables searching and retrieving over 1,100 Zambian statutes and 9,000 provisio…
|
B 82 6⁄6 | ||||||||
| 691 |
Bahrain legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 692 |
Educational MCP server with 12 math/stats tools, visualizations, and persistent…
|
B 82 6⁄6 | ||||||||
| 693 |
Apple Music MCP server — search catalog, manage playlists, and access your libr…
|
B 82 5⁄5 | ||||||||
| 694 |
Security gateway for AI agents: detects prompt injections, jailbreaks, and comm…
|
B 82 5⁄4 | ||||||||
| 695 |
A MCP server for the Open Library API that enables AI assistants to search for …
|
B 82 5⁄5 | ||||||||
| 696 |
Discourse MCP CLI server (stdio) exposing Discourse tools via MCP
|
B 82 5⁄4 | ||||||||
| 697 |
MCPQL
Claim
A comprehensive Model Context Protocol server for SQL Server database operation…
|
B 82 5⁄5 | ||||||||
| 698 |
AI-safe secrets manager with MCP integration. Run commands with credentials inj…
|
B 82 5⁄4 | ||||||||
| 699 |
A simple and performant Model Context Protocol framework for Python.
|
B 82 5⁄4 | ||||||||
| 700 |
Multi-interface task management system that enables AI agents and users to mana…
|
B 82 5⁄5 | ||||||||