MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20601 |
typo3-mcp-server
Claim
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI to…
|
B 74 3⁄3 | ||||||||
| 20602 |
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
|
B 74 3⁄3 | ||||||||
| 20603 |
Python wrapper for Veo 4 API by Google DeepMind — native 4K AI video with integ…
|
B 74 3⁄3 | ||||||||
| 20604 |
|
B 74 4⁄3 | ||||||||
| 20605 |
Enables interaction with the BoldSign e-signature platform through its API. Sup…
|
B 74 4⁄4 | ||||||||
| 20606 |
A minimal MCP server demo written without the MCP Python SDK that demonstrates …
|
B 74 3⁄3 | ||||||||
| 20607 |
Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events,…
|
B 74 3⁄3 | ||||||||
| 20608 |
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo p…
|
B 74 4⁄3 | ||||||||
| 20609 |
Simulate M/M/1, M/M/c, and manufacturing (MPS) systems to forecast wait times, …
|
B 74 3⁄3 | ||||||||
| 20610 |
Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU ho…
|
B 74 3⁄3 | ||||||||
| 20611 |
Connect AI agents to the Counsel API for strategic reasoning, multi-perspective…
|
B 74 4⁄4 | ||||||||
| 20612 |
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows o…
|
B 74 3⁄3 | ||||||||
| 20613 |
tda
Claim
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or …
|
B 74 3⁄3 | ||||||||
| 20614 |
A production-ready template for creating Model Context Protocol servers with Ty…
|
B 74 4⁄3 | ||||||||
| 20615 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20616 |
A development platform that helps AI developers optimize prompts through intell…
|
B 74 4⁄4 | ||||||||
| 20617 |
MCP server for Réunion open data (data.regionreunion.com)
|
B 74 3⁄3 | ||||||||
| 20618 |
Search, read, and discover thousands of visual aesthetics (cottagecore, dark ac…
|
B 74 3⁄3 | ||||||||
| 20619 |
A persistent memory and context management system for AI CLI tools that utilize…
|
B 74 4⁄4 | ||||||||
| 20620 |
MCP server for validating and generating SOUL.md agent identity files from Clau…
|
B 74 3⁄3 | ||||||||
| 20621 |
MCP local-first CLI tool that converts PRD text files into persistent execution…
|
B 74 4⁄3 | ||||||||
| 20622 |
A Model Context Protocol (MCP) server that provides a local-first RAG engine fo…
|
B 74 3⁄3 | ||||||||
| 20623 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
B 74 4⁄4 | ||||||||
| 20624 |
A production-ready MCP server that enables AI assistants to manage enterprise A…
|
B 74 4⁄4 | ||||||||
| 20625 |
Provides basic tools for echoing messages, adding numbers, and getting the curr…
|
B 74 3⁄3 | ||||||||
| 20626 |
MCP server for Telegram Archive — search messages, browse chats, and access his…
|
B 74 3⁄3 | ||||||||
| 20627 |
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
|
B 74 3⁄3 | ||||||||
| 20628 |
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
|
B 74 4⁄4 | ||||||||
| 20629 |
USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert …
|
B 74 3⁄3 | ||||||||
| 20630 |
Provides Claude with a persistent local memory and structured knowledge graph t…
|
B 74 3⁄3 | ||||||||
| 20631 |
Enables AI agents to create, edit, and run Godot 4.5+ games by providing tools …
|
B 74 3⁄3 | ||||||||
| 20632 |
Notion
Claim
Manage Notion pages and databases from your workflow. Search, read, and update …
|
B 74 4⁄3 | ||||||||
| 20633 |
Intelligent token optimization achieving 95%+ reduction through caching, compre…
|
B 74 4⁄3 | ||||||||
| 20634 |
Enables browsing and interacting with Microsoft SharePoint sites and documents …
|
B 74 4⁄4 | ||||||||
| 20635 |
A server that enables LLMs to programmatically interact with Logseq knowledge g…
|
B 74 4⁄4 | ||||||||
| 20636 |
Enables comprehensive browser automation and control through Playwright, includ…
|
B 74 4⁄3 | ||||||||
| 20637 |
Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary
|
B 74 3⁄3 | ||||||||
| 20638 |
Enables hotel search, booking, reservation management, and rewards tracking for…
|
B 74 3⁄3 | ||||||||
| 20639 |
Enables AI agents to generate, manipulate, and perform algorithmic music using …
|
B 74 4⁄3 | ||||||||
| 20640 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 20641 |
Crystallize headless commerce tools for AI agents via Model Context Protocol
|
B 74 3⁄3 | ||||||||
| 20642 |
Self-hosted personal knowledge graph running on Cloudflare, connecting to Claud…
|
B 74 3⁄3 | ||||||||
| 20643 |
Provides agent coordination for Claude Code through a shared blackboard, decisi…
|
B 74 4⁄3 | ||||||||
| 20644 |
Enables to use Front from any MCP-compatible client. Search conversations, mana…
|
B 74 3⁄3 | ||||||||
| 20645 |
A TypeScript MCP server for financial data aggregation that connects AI assista…
|
B 74 3⁄3 | ||||||||
| 20646 |
MCP Server simplifies the implementation of the Model Context Protocol by provi…
|
B 74 4⁄3 | ||||||||
| 20647 |
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pa…
|
B 74 4⁄3 | ||||||||
| 20648 |
Supabase MCP Server with support for SQL query execution and database explorati…
|
B 74 4⁄3 | ||||||||
| 20649 |
Manage your Hevy workouts, routines, folders, and exercise templates. Create an…
|
B 74 4⁄4 | ||||||||
| 20650 |
MCP server for the Hetzner Cloud API. Manage servers, networks, volumes, firewa…
|
B 74 4⁄3 | ||||||||