MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24251 |
A Model Context Protocol server that converts Solidity bytecode into functional…
|
D 53 4⁄4 | ||||||||
| 24252 |
A template for building and deploying custom remote MCP servers on Azure Functi…
|
D 53 4⁄3 | ||||||||
| 24253 |
Provides AI security guardrails through Javelin's platform to detect harmful co…
|
D 53 4⁄4 | ||||||||
| 24254 |
A Cloudflare Worker that analyzes source code to provide comprehensive explanat…
|
D 53 4⁄4 | ||||||||
| 24255 |
Learn GenAI and Agentic AI from Zero to Production
|
D 53 3⁄3 | ||||||||
| 24256 |
mcp-open-webresearch
Claim
A proxy-aware MCP server that enables web searching across multiple engines and…
|
D 53 4⁄4 | ||||||||
| 24257 |
RAG MCP Server
Claim
An API that enables document querying through a Retrieval-Augmented Generation …
|
D 53 4⁄4 | ||||||||
| 24258 |
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer …
|
D 53 4⁄4 | ||||||||
| 24259 |
WigAI
Claim
Bitwig Controller Extension that provides an MCP Server for AI Agent control
|
D 53 4⁄3 | ||||||||
| 24260 |
Automatically organizes files in your Downloads folder by categorizing them int…
|
D 53 4⁄3 | ||||||||
| 24261 |
A self-contained Memory server with single-binary architecture (embedded DB & m…
|
D 53 4⁄3 | ||||||||
| 24262 |
A server that connects Ableton Live to Claude AI through the Model Context Prot…
|
D 53 4⁄3 | ||||||||
| 24263 |
QuantClaw Data
Claim
Provides access to a comprehensive financial intelligence platform featuring re…
|
D 53 4⁄4 | ||||||||
| 24264 |
mcp-server-shioaji
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
|
D 53 4⁄4 | ||||||||
| 24265 |
This server enables interaction with Google's Video Intelligence API for advanc…
|
D 53 4⁄4 | ||||||||
| 24266 |
Enables users to query Wolfram Alpha's computational knowledge engine through n…
|
D 53 4⁄3 | ||||||||
| 24267 |
Enables interaction with the Turbopuffer vector database, providing tools for m…
|
D 53 4⁄3 | ||||||||
| 24268 |
This server enables interacting with the National Digital Health Mission's Heal…
|
D 53 4⁄4 | ||||||||
| 24269 |
Transform REST APIs into intelligent, chat-driven MCP servers with zero code ch…
|
D 53 4⁄4 | ||||||||
| 24270 |
A Model Context Protocol server that converts various file formats (PDF, PowerP…
|
D 53 4⁄3 | ||||||||
| 24271 |
Enables users to query ClinicalTrials.gov using natural language instead of com…
|
D 53 4⁄4 | ||||||||
| 24272 |
PIXRA
Claim
Pixelize the real world on-chain
|
D 53 4⁄3 | ||||||||
| 24273 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
|
D 53 4⁄4 | ||||||||
| 24274 |
twitch-mcp
Claim
This project is a fork and expansion of TomCools' Twitch MCP Server, which impl…
|
D 53 4⁄4 | ||||||||
| 24275 |
MCP Server Chart MinIO
Claim
基于 NestJS 的图表生成服务，集成 MinIO 对象存储，支持 22+ 种图表类型的服务器端渲染。
|
D 53 4⁄3 | ||||||||
| 24276 |
awesome-mcp-servers
Claim
A curated list of excellent Model Context Protocol (MCP) servers.
|
D 53 3⁄3 | ||||||||
| 24277 |
A Multi-Agent Conversation Protocol Server that provides a natural language int…
|
D 53 4⁄4 | ||||||||
| 24278 |
Enables AI assistants to generate UML diagrams through natural language by rend…
|
D 53 4⁄4 | ||||||||
| 24279 |
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
|
D 53 3⁄3 | ||||||||
| 24280 |
An MCP server that enables interaction with Twilio Frontline API for customer c…
|
D 53 4⁄4 | ||||||||
| 24281 |
A Model Context Protocol server that enables intelligent document search and re…
|
D 53 4⁄4 | ||||||||
| 24282 |
An MCP Server that enables interaction with Google's Organization Policy API, a…
|
D 53 4⁄3 | ||||||||
| 24283 |
A server that allows AI agents to query and retrieve information about upcoming…
|
D 53 4⁄4 | ||||||||
| 24284 |
|
D 53 3⁄3 | ||||||||
| 24285 |
Fetches GitHub pull request information including file changes, diffs, and meta…
|
D 53 4⁄4 | ||||||||
| 24286 |
A middleware server that intelligently routes AI model queries to appropriate d…
|
D 53 4⁄4 | ||||||||
| 24287 |
awesome-mcp
Claim
A collection of mcp servers/client/sdks
|
D 53 3⁄3 | ||||||||
| 24288 |
AST-based Python refactoring MCP server with safe automated refactorings and ro…
|
D 53 4⁄3 | ||||||||
| 24289 |
An MCP server that enables AI assistants to interact with Atlassian Jira and Co…
|
D 52 4⁄4 | ||||||||
| 24290 |
An intelligent server that processes and evaluates resumes by extracting struct…
|
D 52 4⁄4 | ||||||||
| 24291 |
Learn how to use MCP Servers with GitHub Copilot
|
D 52 4⁄3 | ||||||||
| 24292 |
MCP Civil Tools
Claim
A Python-based MCP server that provides coordinate conversion between latitude/…
|
D 52 4⁄4 | ||||||||
| 24293 |
KVM MCP Server
Claim
A JSON-RPC server that simplifies managing KVM virtual machines by providing a …
|
D 52 4⁄4 | ||||||||
| 24294 |
An MCP server that provides natural language interaction with Google's Policy T…
|
D 52 4⁄4 | ||||||||
| 24295 |
Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting…
|
D 52 4⁄4 | ||||||||
| 24296 |
GIMP MCP
Claim
Generates images from text descriptions using Stable Diffusion AI, integrated w…
|
D 52 4⁄4 | ||||||||
| 24297 |
An MCP server that enables agents to interact with soccer data including scores…
|
D 52 4⁄3 | ||||||||
| 24298 |
MCP API Tools
Claim
FastAPI server with Google Gemini AI integration that provides auto-routing to …
|
D 52 4⁄4 | ||||||||
| 24299 |
A template MCP server that provides weather forecasting functionality by fetchi…
|
D 52 4⁄4 | ||||||||
| 24300 |
Enables read-only interaction with SQL databases through MCP, providing databas…
|
D 52 4⁄4 | ||||||||