MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20351 |
Engram
Claim
Headless geometric memory engine for AI agents — no Vector DB, no cloud, no API…
|
B 73 3⁄3 | ||||||||
| 20352 |
MCP server for Oura Ring API v2 (sleep, activity, readiness, heart rate, workou…
|
B 73 3⁄3 | ||||||||
| 20353 |
MCP server enabling NPS chatbot interactions, summaries, topic analysis, and ex…
|
B 73 3⁄3 | ||||||||
| 20354 |
MCP server for ComfyUI: text-to-image, variations, img2img refine, upscale, ima…
|
B 73 3⁄3 | ||||||||
| 20355 |
An MCP server for intelligent project planning and task management featuring ta…
|
B 73 4⁄3 | ||||||||
| 20356 |
An MCP server that provides a smart proxy to other mcp servers
|
B 73 3⁄3 | ||||||||
| 20357 |
Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifi…
|
B 73 3⁄3 | ||||||||
| 20358 |
MCP server exposing MySQL database functionalities as tools
|
B 73 3⁄3 | ||||||||
| 20359 |
An MCP server that provides a local, persistent, self-maintaining knowledge bas…
|
B 73 4⁄3 | ||||||||
| 20360 |
A lightweight server implementation that exposes Python functions as discoverab…
|
B 73 4⁄4 | ||||||||
| 20361 |
Entroly is a high-performance context engineering engine that optimizes AI codi…
|
B 73 3⁄3 | ||||||||
| 20362 |
|
B 73 3⁄3 | ||||||||
| 20363 |
psyXe MCP Server
Claim
Apple Notes, Reminders, and Contacts for AI assistants. BERT semantic search. m…
|
B 73 3⁄3 | ||||||||
| 20364 |
Connects Claude to WordPress sites through the REST API, enabling AI-assisted c…
|
B 73 4⁄4 | ||||||||
| 20365 |
Modern, secure MCP server for accessing ZIM format knowledge bases offline. Ena…
|
B 73 4⁄3 | ||||||||
| 20366 |
Controls the Stata GUI through Windows Stata Automation COM, enabling do-file m…
|
B 73 3⁄3 | ||||||||
| 20367 |
Connect to VSCode ide and use semantic tools like `find_usages`
|
B 73 4⁄3 | ||||||||
| 20368 |
Enables AI assistants to perform comprehensive web research through tiered sear…
|
B 73 3⁄3 | ||||||||
| 20369 |
mcptools
Claim
A command-line interface for interacting with MCP (Model Context Protocol) serv…
|
B 73 4⁄3 | ||||||||
| 20370 |
Preserves the emotional texture of human-AI conversations across sessions throu…
|
B 73 3⁄3 | ||||||||
| 20371 |
Inspect and edit Three.js scenes, materials, shaders, lights in real time from …
|
B 73 4⁄3 | ||||||||
| 20372 |
An MCP server for indexing and searching Commodore 64 documentation using full-…
|
B 73 4⁄4 | ||||||||
| 20373 |
glowfic-rag
Claim
Provides semantic search capabilities over glowfic.com content using a pre-buil…
|
B 73 3⁄3 | ||||||||
| 20374 |
Provides 18 tools for MacCMS spider development, including website analysis, so…
|
B 73 3⁄3 | ||||||||
| 20375 |
coinvoyage
Claim
CoinVoyage MCP — create crypto PayOrders, webhooks, swaps across Bitcoin/Solana…
|
B 73 3⁄3 | ||||||||
| 20376 |
MCP server for Excel add-ins via WebView2 CDP
|
B 73 3⁄3 | ||||||||
| 20377 |
Enables complete RPG Maker MZ game development through MCP tools, including aut…
|
B 73 4⁄3 | ||||||||
| 20378 |
Provides comprehensive color conversion, manipulation, analysis, and WCAG acces…
|
B 73 4⁄4 | ||||||||
| 20379 |
Extended reasoning with structured processes, persistence, and workflow guidance
|
B 73 4⁄3 | ||||||||
| 20380 |
MCP server for mDNS (Multicast DNS) service discovery
|
B 73 3⁄3 | ||||||||
| 20381 |
Locale detect, translations, plurals for AI agents
|
B 73 3⁄3 | ||||||||
| 20382 |
SeekChat
Claim
SeekChat supports MCP tool execution, enabling AI to directly control your comp…
|
B 73 4⁄3 | ||||||||
| 20383 |
🔍 Perplexity AI MCP without API key
|
B 73 3⁄3 | ||||||||
| 20384 |
Enables AI agents to programmatically control and automate VSCode by interactin…
|
B 73 4⁄3 | ||||||||
| 20385 |
legis-link
Claim
Construction compliance AI. Wire sizing, load calc, battery clearance. AU, USA,…
|
B 73 3⁄3 | ||||||||
| 20386 |
|
B 73 3⁄3 | ||||||||
| 20387 |
MCP server for Webmin with 61 tools for Linux system administration: services, …
|
B 73 4⁄4 | ||||||||
| 20388 |
MCP server for DeLonghi ECAM espresso coffee machines via local network
|
B 73 3⁄3 | ||||||||
| 20389 |
An MCP server that provides tools for parliamentary research by allowing users …
|
B 73 4⁄4 | ||||||||
| 20390 |
Enables AI assistants to interact with Obsidian vaults through direct filesyste…
|
B 73 4⁄3 | ||||||||
| 20391 |
MCP server for CookUnity meal delivery service. Browse menus, manage carts, con…
|
B 73 4⁄4 | ||||||||
| 20392 |
MCP server for LynxPrompt — browse, search, and manage AI configuration bluepri…
|
B 73 3⁄3 | ||||||||
| 20393 |
PerformanceStudio
Claim
Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI…
|
B 73 3⁄3 | ||||||||
| 20394 |
MCP server exposing Z3 solver API
|
B 73 3⁄3 | ||||||||
| 20395 |
Enables interaction with Datadog APIs through automatically generated tools fro…
|
B 73 4⁄4 | ||||||||
| 20396 |
Sync code to remote servers via SSH/rsync and deploy from any AI IDE.
|
B 73 3⁄3 | ||||||||
| 20397 |
Enables AI assistants to convert, validate, and deploy websites to the Fast Mod…
|
B 73 4⁄4 | ||||||||
| 20398 |
Model Context Protocol (MCP) server designed to allow AI agents within Cursor t…
|
B 73 4⁄3 | ||||||||
| 20399 |
ananke
Claim
The Visual Control Plane for MCP Servers & AI Skills.
|
B 73 3⁄3 | ||||||||
| 20400 |
MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse,…
|
B 73 4⁄3 | ||||||||