MCP Server Quality Scores
Independent quality analysis of 64872 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27351 |
Taskschmiede
Claim
Taskschmiede is an agent-first work management system where humans and AI agent…
|
C 67 3⁄4 | ||||||||
| 27352 |
Open-source MCP server for managing Hetzner Cloud infrastructure with two manag…
|
C 67 3⁄4 | ||||||||
| 27353 |
An MCP server that provides AI image generation and editing capabilities using …
|
C 67 3⁄4 | ||||||||
| 27354 |
A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn …
|
C 67 3⁄4 | ||||||||
| 27355 |
An MCP server that enables AI assistants to interact with the CleverTap REST AP…
|
C 67 3⁄4 | ||||||||
| 27356 |
MCP server for TestRail that enables AI assistants to interact with TestRail's …
|
C 67 3⁄4 | ||||||||
| 27357 |
A multi-task MCP server for AI code optimization and testing that integrates wi…
|
C 67 3⁄4 | ||||||||
| 27358 |
MCP server for scanning machine learning model artifacts for unsafe serializati…
|
C 67 3⁄4 | ||||||||
| 27359 |
Kronvex
Claim
Persistent memory API for AI agents — store, recall, and inject semantically-se…
|
C 67 3⁄4 | ||||||||
| 27360 |
List, share, upload, and manage Slideless HTML presentations from any MCP host.
|
C 67 3⁄4 | ||||||||
| 27361 |
Describe your AI use case in plain English, get ranked model recommendations wi…
|
C 67 3⁄4 | ||||||||
| 27362 |
MinIO MCP Server
Claim
It Integration for MinIO / S3-compatible object storage, providing AI assistant…
|
C 67 3⁄4 | ||||||||
| 27363 |
AI-powered deep research agent with multi-source search (DuckDuckGo, Google New…
|
C 67 3⁄4 | ||||||||
| 27364 |
Enables natural language book searches using the Google Books API to retrieve d…
|
C 67 3⁄4 | ||||||||
| 27365 |
AI-powered spec generation and review using multi-repo code graph intelligence …
|
C 67 3⁄4 | ||||||||
| 27366 |
A pluggable and observable Retrieval-Augmented Generation framework that expose…
|
C 67 3⁄4 | ||||||||
| 27367 |
A command-line interface application for interactive chat with AI models via th…
|
C 67 3⁄4 | ||||||||
| 27368 |
Gives AI agents direct access to your Arcate product discovery workspace to rea…
|
C 67 3⁄4 | ||||||||
| 27369 |
Official ElevenLabs MCP server for text-to-speech, voice cloning, audio transcr…
|
C 67 3⁄4 | ||||||||
| 27370 |
soulprint
Claim
Decentralized KYC identity protocol for AI agents. Proves there's a verified hu…
|
C 67 3⁄4 | ||||||||
| 27371 |
Enables AI assistants to perform vulnerability scanning on Docker/OCI images, c…
|
C 67 3⁄4 | ||||||||
| 27372 |
Enables automatic generation of UML class diagrams and entity-relationship diag…
|
C 67 3⁄4 | ||||||||
| 27373 |
A GitHub template for packaging any Model Context Protocol (MCP) server as an i…
|
C 67 3⁄4 | ||||||||
| 27374 |
Soulseek MCP
Claim
Enables interaction with the Soulseek peer-to-peer file sharing network for sea…
|
C 67 3⁄4 | ||||||||
| 27375 |
A GitHub template designed to package Model Context Protocol (MCP) servers as i…
|
C 67 3⁄4 | ||||||||
| 27376 |
Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM,…
|
C 67 3⁄4 | ||||||||
| 27377 |
A production-ready MCP server scaffold that features built-in authentication, D…
|
C 67 3⁄4 | ||||||||
| 27378 |
Connects AI assistants to Custify customer success data for querying account me…
|
C 67 3⁄4 | ||||||||
| 27379 |
Fetches, summarizes, and translates news headlines and articles using the News …
|
C 67 3⁄4 | ||||||||
| 27380 |
Deep Blue Trading
Claim
5min BTC trading signals for polymarket and other prediction markets
|
C 67 3⁄4 | ||||||||
| 27381 |
Enables AI assistants to interact with the YOSO marketplace for hiring agents, …
|
C 67 3⁄4 | ||||||||
| 27382 |
A production-ready MCP server that provides AI assistants with comprehensive Gi…
|
C 67 3⁄4 | ||||||||
| 27383 |
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
|
C 67 3⁄4 | ||||||||
| 27384 |
A local skill assistant based on the Model Context Protocol that integrates wit…
|
C 67 3⁄4 | ||||||||
| 27385 |
This MCP server enables interaction with the Polytomic API to manage data conne…
|
C 67 3⁄4 | ||||||||
| 27386 |
MCP server for SendaMeal.com enabling AI assistants to search gift meal product…
|
C 67 3⁄4 | ||||||||
| 27387 |
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
|
C 67 3⁄4 | ||||||||
| 27388 |
Search comparable property sales across 16 global markets with 43M+ government-…
|
C 67 3⁄4 | ||||||||
| 27389 |
Weather MCP Server
Claim
Global weather intelligence for AI assistants providing 10 weather tools — fore…
|
C 67 3⁄4 | ||||||||
| 27390 |
Provides secure, read-only PostgreSQL database access via MCP tools like query_…
|
C 67 3⁄4 | ||||||||
| 27391 |
Infinite Campus (Campus Parent) for Claude — grades, attendance, assignments, m…
|
C 67 3⁄4 | ||||||||
| 27392 |
scraps-kitchen-mcp
Claim
Household-aware kitchen brain for AI agents: manage pantry inventory with fresh…
|
C 67 3⁄4 | ||||||||
| 27393 |
React MCP SPA
Claim
A React single-page application served as an MCP server that renders different …
|
C 67 3⁄4 | ||||||||
| 27394 |
Echo MCP
Claim
A lightweight server that enables AI agents to emit and validate structured mes…
|
C 67 3⁄4 | ||||||||
| 27395 |
An MCP server that provides a reasoning sidekick for tool-using agents with a s…
|
C 67 3⁄4 | ||||||||
| 27396 |
Provides access to over 140 articles from the AntiEntropy Resource Portal cover…
|
C 67 3⁄4 | ||||||||
| 27397 |
MailSink is an MCP server for temporary, TTL-based email inboxes.
|
C 67 3⁄4 | ||||||||
| 27398 |
Provides persistent long-term memory for AI agents through semantic search and …
|
C 67 3⁄4 | ||||||||
| 27399 |
VidTranslate MCP Server
Claim
Enables AI-powered translation of YouTube videos into localized versions with s…
|
C 67 3⁄4 | ||||||||
| 27400 |
MCP server that provides access to Hong Kong government city data, including am…
|
C 67 3⁄4 | ||||||||