MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24201 |
bio-agents-mcp
Claim
MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), w…
|
D 53 4⁄3 | ||||||||
| 24202 |
Provides instant access to 700+ programming documentation sources and creates i…
|
D 53 4⁄4 | ||||||||
| 24203 |
An MCP server that enables interaction with Twilio Frontline API for customer c…
|
D 53 4⁄4 | ||||||||
| 24204 |
Provides read-only access to query and retrieve information about devices, flee…
|
D 53 4⁄4 | ||||||||
| 24205 |
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer …
|
D 53 4⁄4 | ||||||||
| 24206 |
This server generates placeholder image URLs from various providers, supporting…
|
D 53 4⁄4 | ||||||||
| 24207 |
A Cloudflare Worker that analyzes source code to provide comprehensive explanat…
|
D 53 4⁄4 | ||||||||
| 24208 |
An MCP server that enables interaction with multiple Kubernetes clusters simult…
|
D 53 4⁄3 | ||||||||
| 24209 |
MCP Server for Nova Poshta API integration with AI assistants
|
D 53 4⁄3 | ||||||||
| 24210 |
An MCP server that automates converting diverse content sources like WeChat art…
|
D 53 4⁄4 | ||||||||
| 24211 |
An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to…
|
D 53 4⁄3 | ||||||||
| 24212 |
A Model Context Protocol server that enables price lookup and trading across mu…
|
D 53 4⁄4 | ||||||||
| 24213 |
An MCP server that enables ChatGPT to manage WordPress content by creating, upd…
|
D 53 4⁄4 | ||||||||
| 24214 |
Fetches GitHub pull request information including file changes, diffs, and meta…
|
D 53 4⁄4 | ||||||||
| 24215 |
A lightweight Python-based MCP server for managing recipes and favorite collect…
|
D 53 4⁄3 | ||||||||
| 24216 |
An MCP server that enables interaction with Google Custom Search API through na…
|
D 53 4⁄3 | ||||||||
| 24217 |
Enables access to comprehensive Indian stock market data from the NSE and BSE, …
|
D 53 4⁄4 | ||||||||
| 24218 |
mcp-server-shioaji
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
|
D 53 4⁄4 | ||||||||
| 24219 |
RAG MCP Server
Claim
An API that enables document querying through a Retrieval-Augmented Generation …
|
D 53 4⁄4 | ||||||||
| 24220 |
|
D 53 3⁄3 | ||||||||
| 24221 |
A Multi-Agent Conversation Protocol Server that provides a natural language int…
|
D 53 4⁄4 | ||||||||
| 24222 |
A Google Calendar MCP server that provides comprehensive tools for managing cal…
|
D 53 4⁄4 | ||||||||
| 24223 |
This server enables interacting with the National Digital Health Mission's Heal…
|
D 53 4⁄4 | ||||||||
| 24224 |
A self-contained Memory server with single-binary architecture (embedded DB & m…
|
D 53 4⁄3 | ||||||||
| 24225 |
Enables AI agents to build and query a persistent knowledge graph with entities…
|
D 53 4⁄4 | ||||||||
| 24226 |
AST-based Python refactoring MCP server with safe automated refactorings and ro…
|
D 53 4⁄3 | ||||||||
| 24227 |
PIXRA
Claim
Pixelize the real world on-chain
|
D 53 4⁄3 | ||||||||
| 24228 |
awesome-mcp-servers
Claim
A curated list of excellent Model Context Protocol (MCP) servers.
|
D 53 3⁄3 | ||||||||
| 24229 |
mcp-open-webresearch
Claim
A proxy-aware MCP server that enables web searching across multiple engines and…
|
D 53 4⁄4 | ||||||||
| 24230 |
A server that connects Ableton Live to Claude AI through the Model Context Prot…
|
D 53 4⁄3 | ||||||||
| 24231 |
A Model Context Protocol server that allows interaction with TestRail's core en…
|
D 53 4⁄4 | ||||||||
| 24232 |
A Model Context Protocol server that converts Solidity bytecode into functional…
|
D 53 4⁄4 | ||||||||
| 24233 |
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 | ||||||||
| 24234 |
A Multi-Agent Conversation Protocol server for interacting with Google Play Gam…
|
D 53 4⁄4 | ||||||||
| 24235 |
Enables users to query Wolfram Alpha's computational knowledge engine through n…
|
D 53 4⁄3 | ||||||||
| 24236 |
A middleware server that intelligently routes AI model queries to appropriate d…
|
D 53 4⁄4 | ||||||||
| 24237 |
Omnisend MCP Server
Claim
A server that enables AI assistants to interact with the Omnisend marketing pla…
|
D 53 4⁄4 | ||||||||
| 24238 |
Enables working with large documents of any size by intelligently segmenting th…
|
D 53 4⁄3 | ||||||||
| 24239 |
awesome-mcp
Claim
A carefully curated collection of high-quality tools, libraries, research paper…
|
D 53 4⁄3 | ||||||||
| 24240 |
gpt2099.nu
Claim
a Nushell cross.stream extension to interact with LLMs and MCP servers
|
D 53 4⁄3 | ||||||||
| 24241 |
Enables AI assistants to generate UML diagrams through natural language by rend…
|
D 53 4⁄4 | ||||||||
| 24242 |
Provides integrated access to location-based weather, reporting history, and in…
|
D 53 4⁄4 | ||||||||
| 24243 |
Enables access to Japan's official government statistics portal (e-Stat) API to…
|
D 53 4⁄4 | ||||||||
| 24244 |
Provides comprehensive access to SQL Stream Builder (SSB) functionality with 80…
|
D 53 4⁄4 | ||||||||
| 24245 |
Provides powerful Markdown document editing capabilities with thread-safe opera…
|
D 53 4⁄4 | ||||||||
| 24246 |
Enables working with 3D models by converting GLTF/GLB files into React Three Fi…
|
D 53 4⁄4 | ||||||||
| 24247 |
Tech News Update Agent
Claim
A FastAPI backend that integrates with ElevenLabs MCP to create an AI agent cap…
|
D 53 4⁄4 | ||||||||
| 24248 |
MCP server that will proxy to your gRPC backends via reflection or descriptors …
|
D 53 4⁄3 | ||||||||
| 24249 |
Automatically organizes files in your Downloads folder by categorizing them int…
|
D 53 4⁄3 | ||||||||
| 24250 |
swift-skeleton
Claim
Swift source code structural indexer. Extracts type declarations, properties, m…
|
D 53 4⁄3 | ||||||||