MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13401 |
Agent-complete localization: extract strings, push keys, AI-translate, pull typ…
|
C 58 5⁄5 | ||||||||
| 13402 |
An MCP server that provides AI assistants with web search and intelligence capa…
|
C 58 5⁄5 | ||||||||
| 13403 |
A Model Context Protocol server that allows AI assistants like Claude to direct…
|
C 58 5⁄4 | ||||||||
| 13404 |
Provides intelligent agent routing with 5 specialized AI agents (analyst, archi…
|
C 58 5⁄5 | ||||||||
| 13405 |
Provides comprehensive financial data and insights for companies listed on BSE …
|
C 58 6⁄6 | ||||||||
| 13406 |
A demonstration server showcasing MCP capabilities with basic tools including a…
|
C 58 5⁄5 | ||||||||
| 13407 |
A Model Context Protocol Server for Pica
|
C 58 6⁄6 | ||||||||
| 13408 |
Enables AI assistants to interact with Gitea repositories through intelligent t…
|
C 58 6⁄6 | ||||||||
| 13409 |
Provides real-time TBC Bank development standards compliance checking and code …
|
C 58 5⁄5 | ||||||||
| 13410 |
the-academy
Claim
A Socratic dialogue engine for AI agents.
|
C 58 6⁄4 | ||||||||
| 13411 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 58 5⁄4 | ||||||||
| 13412 |
An MCP server that allows users to run and visualize systems models using the l…
|
C 58 5⁄4 | ||||||||
| 13413 |
mastra-course-test
Claim
|
C 58 5⁄4 | ||||||||
| 13414 |
Enables AI models to generate interactive, clickable code walkthrough diagrams …
|
C 58 6⁄6 | ||||||||
| 13415 |
Connects AI agents to energy infrastructure with 30+ tools for managing sites, …
|
C 58 6⁄6 | ||||||||
| 13416 |
An MCP server providing tools for Sui blockchain interaction, including wallet …
|
C 58 5⁄5 | ||||||||
| 13417 |
An MCP server that integrates with local Ollama LLMs to provide financial analy…
|
C 58 5⁄4 | ||||||||
| 13418 |
A FastMCP-based server that provides tools for retrieving animal species lists …
|
C 58 5⁄5 | ||||||||
| 13419 |
Enables AI assistants to interact with the Multilead platform for lead manageme…
|
C 58 6⁄6 | ||||||||
| 13420 |
A Model Context Protocol server that helps collect and structure project portfo…
|
C 58 5⁄5 | ||||||||
| 13421 |
Enables AI assistants to interact with DataDog's observability platform through…
|
C 58 5⁄5 | ||||||||
| 13422 |
Integrates with the Tencent Agile Product Development (TAPD) platform to manage…
|
C 58 5⁄5 | ||||||||
| 13423 |
Enables AI assistants to search academic literature and retrieve detailed metad…
|
C 58 5⁄5 | ||||||||
| 13424 |
MCP MCPO Demo Server
Claim
A demonstration MCP server that provides basic utility tools including hello wo…
|
C 58 5⁄5 | ||||||||
| 13425 |
Acts as a bridge between Claude's desktop application and the Cursor editor, en…
|
C 58 6⁄6 | ||||||||
| 13426 |
An MCP server that tracks Ethereum’s validator activation and exit queues in re…
|
C 58 5⁄5 | ||||||||
| 13427 |
A Model Context Protocol (MCP) compliant server that allows Large Language Mode…
|
C 58 5⁄5 | ||||||||
| 13428 |
Web Search MCP Server
Claim
Enables web searching and content scraping through Google Custom Search API. Pr…
|
C 58 5⁄5 | ||||||||
| 13429 |
Enables interaction with Planslurpen, a Norwegian service that uses AI to inter…
|
C 58 6⁄6 | ||||||||
| 13430 |
Gmail MCP Server
Claim
Enables AI assistants to read unread Gmail messages and create properly threade…
|
C 58 5⁄4 | ||||||||
| 13431 |
A Model Context Protocol server that allows interaction with the ZeroBounce ema…
|
C 58 5⁄5 | ||||||||
| 13432 |
A simple Model Context Protocol (MCP) server that provides basic calculation fu…
|
C 58 5⁄5 | ||||||||
| 13433 |
Grimoire
Claim
Provides D\&D 5e spell information through search and filtering tools. Access d…
|
C 58 6⁄6 | ||||||||
| 13434 |
MCP Prompt Enhancer
Claim
Intelligently analyzes codebases to enhance LLM prompts with relevant context, …
|
C 58 5⁄4 | ||||||||
| 13435 |
Discover anime and manga titles through keyword searches to find your next favo…
|
C 58 6⁄6 | ||||||||
| 13436 |
Enables AI assistants to interact with MySQL databases through natural language…
|
C 58 5⁄5 | ||||||||
| 13437 |
A Model Context Protocol server implementation that provides mathematical opera…
|
C 58 5⁄5 | ||||||||
| 13438 |
RLHF feedback loop for AI agents. Capture feedback, block mistakes, export DPO …
|
C 58 6⁄4 | ||||||||
| 13439 |
A secure Model Context Protocol server that allows Claude to execute read-only …
|
C 58 5⁄5 | ||||||||
| 13440 |
datadog
Claim
provide access to monitor and cluster logs from datadog
|
C 58 5⁄5 | ||||||||
| 13441 |
A Model Context Protocol server that enables language models to interact with S…
|
C 58 5⁄5 | ||||||||
| 13442 |
A server that provides access to Baidu Cloud's content moderation capabilities …
|
C 58 5⁄5 | ||||||||
| 13443 |
An MCP server that allows AI assistants to utilize human capabilities by sendin…
|
C 58 5⁄4 | ||||||||
| 13444 |
An MCP server that provides data bridging from Spring Boot interfaces and a lig…
|
C 58 5⁄5 | ||||||||
| 13445 |
Enables management of Azure Cloud PCs using the Microsoft Graph API, allowing u…
|
C 58 5⁄5 | ||||||||
| 13446 |
A Model Context Protocol server that provides AI assistants like Claude with a …
|
C 58 5⁄5 | ||||||||
| 13447 |
mermaid-mcp
Claim
AI-powered Mermaid diagram generation with 22+ diagram types including flowchar…
|
C 58 6⁄6 | ||||||||
| 13448 |
An MCP server that enables AI assistants to interact with Obsidian vaults by pr…
|
C 58 5⁄4 | ||||||||
| 13449 |
An MCP server that enables AI agents to read, create, and modify Google Spreads…
|
C 58 6⁄6 | ||||||||
| 13450 |
slack-mcp-server
Claim
|
C 58 6⁄4 | ||||||||