MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 751 |
Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MC…
|
B 82 6⁄6 | ||||||||
| 752 |
Provides comprehensive computer control capabilities including shell commands, …
|
B 82 5⁄5 | ||||||||
| 753 |
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
|
B 82 5⁄5 | ||||||||
| 754 |
PostgreSQL MCP server with 14 tools for querying, schema exploration, and table…
|
B 82 5⁄4 | ||||||||
| 755 |
MSSQL MCP Server
Claim
Provides read-only access to Microsoft SQL Server databases using Windows Authe…
|
B 82 5⁄4 | ||||||||
| 756 |
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
|
B 82 5⁄4 | ||||||||
| 757 |
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAut…
|
B 82 5⁄4 | ||||||||
| 758 |
Enables exploration and computation of mathematical integer sequences from OEIS…
|
B 82 5⁄5 | ||||||||
| 759 |
A Model Context Protocol server that enables AI-powered interaction with YNAB (…
|
B 82 5⁄5 | ||||||||
| 760 |
Enables AI coding assistants to interact with OpenAI's Codex AI through the off…
|
B 82 5⁄5 | ||||||||
| 761 |
UK legal research — case law, legislation, Hansard, bills, votes, committees, H…
|
B 82 6⁄6 | ||||||||
| 762 |
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
|
B 82 5⁄4 | ||||||||
| 763 |
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
|
B 82 5⁄5 | ||||||||
| 764 |
Enables AI assistants to analyze and inspect RenderDoc capture files, providing…
|
B 82 5⁄5 | ||||||||
| 765 |
sample-agentic-ai-demos
Claim
Collection of examples of how to use Model Context Protocol with AWS.
|
B 82 5⁄4 | ||||||||
| 766 |
css-noop-checker
Claim
Chrome DevTools extension that detects CSS properties with no effect
|
B 82 4⁄4 | ||||||||
| 767 |
|
B 82 5⁄4 | ||||||||
| 768 |
The Self-Improving MCP Server - Agents write code to orchestrate multiple MCP s…
|
B 82 5⁄4 | ||||||||
| 769 |
An MCP server that enables AI agents to search Hilton hotels, manage reservatio…
|
B 82 5⁄5 | ||||||||
| 770 |
Metropolitan Museum of Art Collection API integration to search and display art…
|
B 82 5⁄5 | ||||||||
| 771 |
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
|
B 82 5⁄4 | ||||||||
| 772 |
An MCP server that enables AI assistants to directly control QGIS for tasks lik…
|
B 82 5⁄5 | ||||||||
| 773 |
MCP server enabling LLMs to interact with Intervals.icu - training data, wellne…
|
B 82 5⁄5 | ||||||||
| 774 |
Lightweight local memory for your AI agent. SQLite + embeddings, zero setup, no…
|
B 82 5⁄4 | ||||||||
| 775 |
Enables AI assistants to generate product mockups by integrating with the Dynam…
|
B 82 6⁄6 | ||||||||
| 776 |
A server that provides a persistent Python REPL environment through the MCP pro…
|
B 82 5⁄5 | ||||||||
| 777 |
Enables natural language interaction with Betaflight FPV drone flight controlle…
|
B 82 5⁄5 | ||||||||
| 778 |
Enables access to Slovak Registry of Financial Statements data, allowing users …
|
B 82 6⁄6 | ||||||||
| 779 |
A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Sup…
|
B 82 5⁄5 | ||||||||
| 780 |
Provides AI assistants with access to a production-ready design system includin…
|
B 82 6⁄6 | ||||||||
| 781 |
MCP server enabling AI assistants to use GitHub's spec-kit methodology
|
B 82 5⁄4 | ||||||||
| 782 |
Enables AI agents to store, retrieve, and manage contextual knowledge across se…
|
B 82 5⁄5 | ||||||||
| 783 |
An MCP server for automatic license plate recognition
|
B 82 5⁄4 | ||||||||
| 784 |
A local text-to-image generation server that enables AI agents to generate imag…
|
B 82 5⁄5 | ||||||||
| 785 |
Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents…
|
B 82 5⁄5 | ||||||||
| 786 |
PostgreSQL-backed virtual filesystem for agents: session isolation, shared stor…
|
B 82 5⁄4 | ||||||||
| 787 |
hyper-mcp
Claim
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly …
|
B 82 5⁄4 | ||||||||
| 788 |
An AI-powered Technical Project Manager that enables Claude to track projects, …
|
B 82 5⁄5 | ||||||||
| 789 |
MCP server for PLANKA kanban boards. Full CRUD for cards, tasks, comments, and …
|
B 82 5⁄5 | ||||||||
| 790 |
Browse and search open-source bounties on Algora. 5 tools: list, search, filter…
|
B 82 5⁄5 | ||||||||
| 791 |
Bahrain legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 792 |
A Model Context Protocol (MCP) server that provides access to your TeslaMate da…
|
B 82 5⁄4 | ||||||||
| 793 |
Multi-interface task management system that enables AI agents and users to mana…
|
B 82 5⁄5 | ||||||||
| 794 |
Enables integration with the AverbePorto platform for cargo insurance endorseme…
|
B 82 5⁄5 | ||||||||
| 795 |
Provides AI agents with structured access to the OWASP Bug Logging Tool (BLT) e…
|
B 82 5⁄5 | ||||||||
| 796 |
Manages backlog items and todos with status tracking, priorities, and dependenc…
|
B 82 5⁄5 | ||||||||
| 797 |
Provides real-time access to the Nerdearla conference agenda, enabling users to…
|
B 82 5⁄5 | ||||||||
| 798 |
shareseer-mcp-server
Claim
MCP to Access SEC filings, financials & insider trading data in real time using…
|
B 82 6⁄6 | ||||||||
| 799 |
Discourse MCP CLI server (stdio) exposing Discourse tools via MCP
|
B 82 5⁄4 | ||||||||
| 800 |
Provides tools for automating LinkedIn job post search and management.
Job opp…
|
B 82 5⁄4 | ||||||||