MCP Server Quality Scores
Independent quality analysis of 33692 public MCP servers
Last updated 2 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11451 |
Zabbix MCP Server
Claim
Enables users to monitor and query Zabbix infrastructure through natural langua…
|
C 63 5⁄5 | ||||||||
| 11452 |
Provides AI tutoring capabilities for Romanian police academy entrance exam pre…
|
C 63 6⁄6 | ||||||||
| 11453 |
A Model Context Protocol server that enables Claude to interact with DataForSEO…
|
C 63 5⁄5 | ||||||||
| 11454 |
Provides aviation weather information through a Model Context Protocol server, …
|
C 63 5⁄5 | ||||||||
| 11455 |
Official implementation of Anthropic's 'think' tool that provides Claude with a…
|
C 63 5⁄5 | ||||||||
| 11456 |
Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web cont…
|
C 63 6⁄6 | ||||||||
| 11457 |
MCP Server for Milvus / Zilliz, making it possible to interact with your databa…
|
C 63 5⁄5 | ||||||||
| 11458 |
Enables deployment of Model Context Protocol servers on Cloudflare Workers with…
|
C 63 5⁄5 | ||||||||
| 11459 |
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
|
C 63 6⁄6 | ||||||||
| 11460 |
MCP server for toolhouse.ai. This does not rely on an external llm unlike the o…
|
C 63 5⁄5 | ||||||||
| 11461 |
Enables AI assistants to interact with ClickUp's project management platform. S…
|
C 63 5⁄5 | ||||||||
| 11462 |
Airthings Consumer MCP Server
|
C 63 5⁄5 | ||||||||
| 11463 |
A deployable Model Context Protocol server for Cloudflare Workers that allows u…
|
C 63 5⁄5 | ||||||||
| 11464 |
Calculates Human Design charts based on birth date, time, and location, providi…
|
C 63 5⁄4 | ||||||||
| 11465 |
An MCP server that enables managing Docker containers through natural language …
|
C 63 5⁄4 | ||||||||
| 11466 |
Enables users to search, browse, and retrieve AI prompts from the Tripleshot pu…
|
C 63 5⁄4 | ||||||||
| 11467 |
Connects AI systems to Local Falcon API, enabling access to local SEO reporting…
|
C 63 5⁄5 | ||||||||
| 11468 |
Provides real-time weather data including temperature, humidity, and conditions…
|
C 63 5⁄4 | ||||||||
| 11469 |
Unified API hub for AI agents with 56+ tools across travel (Amadeus, Sabre), pr…
|
C 63 6⁄6 | ||||||||
| 11470 |
Enables querying a hybrid system that combines Neo4j graph database and Qdrant …
|
C 63 5⁄5 | ||||||||
| 11471 |
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
|
C 63 6⁄6 | ||||||||
| 11472 |
jieba-mcp
Claim
Enables Chinese text segmentation using the jieba library with support for prec…
|
C 63 5⁄5 | ||||||||
| 11473 |
abstractapi-mcp-server
|
C 63 5⁄5 | ||||||||
| 11474 |
A Model Context Protocol server that enables AI assistants to access YouTube da…
|
C 63 5⁄5 | ||||||||
| 11475 |
Enables AI assistants to interact with Microsoft Graph API services including O…
|
C 63 5⁄5 | ||||||||
| 11476 |
A Model Context Protocol server that enables AI agents to securely access and i…
|
C 63 5⁄5 | ||||||||
| 11477 |
kaggle
Claim
This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…
|
C 63 5⁄4 | ||||||||
| 11478 |
Enables querying package ecosystem data from ecosyste.ms, including package met…
|
C 63 6⁄6 | ||||||||
| 11479 |
Providing real-time access to the latest news from Cointelegraph.
|
C 63 5⁄5 | ||||||||
| 11480 |
Enables AI-powered analysis of sales call transcripts through natural language …
|
C 63 5⁄4 | ||||||||
| 11481 |
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
|
C 63 5⁄5 | ||||||||
| 11482 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 63 5⁄5 | ||||||||
| 11483 |
A template for deploying MCP servers to Cloudflare Workers without authenticati…
|
C 63 5⁄5 | ||||||||
| 11484 |
A deterministic, read-only MCP server that enforces license headers in tracked …
|
C 63 5⁄4 | ||||||||
| 11485 |
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
|
C 63 6⁄6 | ||||||||
| 11486 |
py-mcp-qdrant-rag
Claim
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
|
C 63 5⁄5 | ||||||||
| 11487 |
A Model Context Protocol server that enables Claude or Cursor to send direct me…
|
C 63 5⁄4 | ||||||||
| 11488 |
A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, …
|
C 63 5⁄5 | ||||||||
| 11489 |
A basic Model Context Protocol (MCP) server implementation that provides a foun…
|
C 63 5⁄5 | ||||||||
| 11490 |
Supabase MCP Server
Claim
Implements the Model Context Protocol to provide LLMs with tools for interactin…
|
C 63 5⁄5 | ||||||||
| 11491 |
A Model Context Protocol server that allows LLMs to execute shell commands with…
|
C 63 5⁄5 | ||||||||
| 11492 |
FastAPI MCP-Style Server
Claim
A minimal FastAPI implementation that mimics Model Context Protocol functionali…
|
C 63 5⁄5 | ||||||||
| 11493 |
An MCP server aimed to be portable, local, easy and convenient to support seman…
|
C 63 5⁄5 | ||||||||
| 11494 |
Social layer for Claude Code - DMs, presence, discovery, and games between AI-a…
|
C 63 6⁄4 | ||||||||
| 11495 |
Provides access to 250,000+ Canadian government datasets and specialized queryi…
|
C 63 5⁄5 | ||||||||
| 11496 |
Taiwanese legislation via MCP — full-text search across statutes and provisions
|
C 63 6⁄4 | ||||||||
| 11497 |
Oura MCP Server
Claim
Enables AI assistants to access Oura Ring health data including sleep, readines…
|
C 63 6⁄6 | ||||||||
| 11498 |
An MCP server that provides access to the Midjourney Best Experience API for ge…
|
C 63 5⁄5 | ||||||||
| 11499 |
A read-only Kubernetes MCP server that enables developers to inspect app status…
|
C 63 5⁄5 | ||||||||
| 11500 |
Provides an MCP server that allows large language models to access real-time an…
|
C 63 5⁄5 | ||||||||