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 | ||||||||||
| 701 |
A read-only MCP server for Imply Cloud/Druid databases, enabling AI assistants …
|
B 82 5⁄4 | ||||||||
| 702 |
Enables AI assistants to create professional YouTube videos using Remotion with…
|
B 82 5⁄5 | ||||||||
| 703 |
Enables natural language interaction with Betaflight FPV drone flight controlle…
|
B 82 5⁄5 | ||||||||
| 704 |
Provides comprehensive accessibility auditing tools for websites using axe-core…
|
B 82 5⁄5 | ||||||||
| 705 |
A server that provides a persistent Python REPL environment through the MCP pro…
|
B 82 5⁄5 | ||||||||
| 706 |
Monitor MySQL instances, inspect schemas, and track performance. Diagnose slow …
|
B 82 5⁄5 | ||||||||
| 707 |
Enables searching and downloading academic papers from 14 platforms including a…
|
B 82 5⁄5 | ||||||||
| 708 |
A simple and performant Model Context Protocol framework for Python.
|
B 82 5⁄4 | ||||||||
| 709 |
MCP Container TS
Claim
A remote MCP server (Node.js/TypeScript) deployed on Azure Container Apps that …
|
B 82 5⁄4 | ||||||||
| 710 |
go-mcp
Claim
deprecated: use the official MCP sdk! (https://github.com/modelcontextprotocol/…
|
B 82 5⁄4 | ||||||||
| 711 |
Screenshot capture with PII masking and cross-platform support for AI agents
|
B 82 5⁄4 | ||||||||
| 712 |
A public, stateless MCP server designed to demonstrate recording, replaying, an…
|
B 82 6⁄6 | ||||||||
| 713 |
Turn any GraphQL API into MCP tools. Zero config, zero code.
|
B 82 5⁄5 | ||||||||
| 714 |
MCP server for PubChem. Search compounds, properties, safety, bioactivity, xref…
|
B 82 5⁄5 | ||||||||
| 715 |
SeatGeek MCP Server
Claim
Enables users to search for events, performers, and venues through the SeatGeek…
|
B 82 5⁄5 | ||||||||
| 716 |
Enables AI agents to store, retrieve, and manage contextual knowledge across se…
|
B 82 5⁄5 | ||||||||
| 717 |
Hire real humans for tasks agents can't do alone. 36 tools for the full hiring …
|
B 82 6⁄6 | ||||||||
| 718 |
Arkova Verification
Claim
Privacy-first document verification anchored to the public ledger.
|
B 82 4⁄4 | ||||||||
| 719 |
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
|
B 82 4⁄4 | ||||||||
| 720 |
MCP server enabling AI assistants to build, test, and debug Zotero plugins
|
B 82 5⁄4 | ||||||||
| 721 |
An enhanced MCP server that fetches prompts from GitHub repositories with intel…
|
B 82 5⁄5 | ||||||||
| 722 |
A simple, locally hosted Web Search MCP server for use with Local LLMs
|
B 82 5⁄4 | ||||||||
| 723 |
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
|
B 82 6⁄6 | ||||||||
| 724 |
contentful-mcp-server
Claim
|
B 82 5⁄4 | ||||||||
| 725 |
Multi-interface task management system that enables AI agents and users to mana…
|
B 82 5⁄5 | ||||||||
| 726 |
Enables access to Slovak Registry of Financial Statements data, allowing users …
|
B 82 6⁄6 | ||||||||
| 727 |
Android MCP server for AI-assisted Android development. Build APKs, launch emul…
|
B 82 5⁄4 | ||||||||
| 728 |
Turns Claude into a penetration testing copilot with 80 security tools, safety …
|
B 82 5⁄5 | ||||||||
| 729 |
An MCP server that allows checking local time on the client machine or current …
|
B 82 6⁄6 | ||||||||
| 730 |
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
|
B 82 5⁄4 | ||||||||
| 731 |
Enables AI assistants to manage Apple Reminders on macOS using natural language…
|
B 82 5⁄4 | ||||||||
| 732 |
Enables AI agents to generate JSON configurations for creating images and video…
|
B 82 6⁄6 | ||||||||
| 733 |
Connect AI assistants to Outline for document search, reading, and management
|
B 82 5⁄5 | ||||||||
| 734 |
A Node.js application that provides a Model Context Protocol server for interac…
|
B 82 5⁄5 | ||||||||
| 735 |
WHOOP MCP Server
Claim
Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoi…
|
B 82 5⁄4 | ||||||||
| 736 |
French legislation via MCP — full-text search across statutes and provisions
|
B 82 5⁄4 | ||||||||
| 737 |
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
|
B 82 5⁄5 | ||||||||
| 738 |
Provides advanced AI reasoning capabilities through step-by-step thinking frame…
|
B 82 5⁄5 | ||||||||
| 739 |
MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects,…
|
B 82 5⁄5 | ||||||||
| 740 |
Educational MCP server with 12 math/stats tools, visualizations, and persistent…
|
B 82 6⁄6 | ||||||||
| 741 |
Tanzania legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 742 |
Kollektiv
|
B 82 5⁄4 | ||||||||
| 743 |
Enables AI agents to read documents in Excel, DOCX, PDF, and TXT formats via MC…
|
B 82 5⁄5 | ||||||||
| 744 |
Enables AI assistants to automate mobile app testing and development for iOS an…
|
B 82 5⁄4 | ||||||||
| 745 |
Provides comprehensive computer control capabilities including shell commands, …
|
B 82 5⁄5 | ||||||||
| 746 |
Provides local vector-based semantic memory storage for AI assistants to persis…
|
B 82 5⁄4 | ||||||||
| 747 |
An MCP server that provides AI agents with a persistent, PostgreSQL-backed virt…
|
B 82 5⁄4 | ||||||||
| 748 |
Apple Music MCP server — search catalog, manage playlists, and access your libr…
|
B 82 5⁄5 | ||||||||
| 749 |
Discourse MCP CLI server (stdio) exposing Discourse tools via MCP
|
B 82 5⁄4 | ||||||||
| 750 |
TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insig…
|
B 82 5⁄4 | ||||||||