MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2551 |
Provides AI assistants with access to 30+ validated financial independence calc…
|
B 77 5⁄5 | ||||||||
| 2552 |
Neovim MCP Server
Claim
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
|
B 77 5⁄4 | ||||||||
| 2553 |
mcp-auth-servers
Claim
🔒 Reference MCP servers that demo how authentication works with the current Mod…
|
B 77 5⁄4 | ||||||||
| 2554 |
Enables semantic search and question-answering over semiconductor component dat…
|
B 77 5⁄4 | ||||||||
| 2555 |
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
|
B 77 5⁄4 | ||||||||
| 2556 |
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
|
B 77 5⁄5 | ||||||||
| 2557 |
Enables task management and automated development workflow tracking with Eureka…
|
B 77 5⁄4 | ||||||||
| 2558 |
A production-ready development scaffold for MCP servers, optimized for Cursor I…
|
B 77 5⁄5 | ||||||||
| 2559 |
The Modes MCP Server allows for comprehensive management and control over custo…
|
B 77 5⁄4 | ||||||||
| 2560 |
MCP server for transcript processing — formatting, contextual repair & smart su…
|
B 77 5⁄5 | ||||||||
| 2561 |
A collection of self-hosted, open-source tools that enable AI agents to perform…
|
B 77 5⁄5 | ||||||||
| 2562 |
MCP Tool Server for Logo Generation.
This server provides logo generation capab…
|
B 77 5⁄4 | ||||||||
| 2563 |
Enables AI assistants to search and retrieve biomedical research articles from …
|
B 77 5⁄5 | ||||||||
| 2564 |
Allow AI systems to search for places and get business info via Google Maps Pla…
|
B 77 5⁄4 | ||||||||
| 2565 |
A Model Context Protocol (MCP) server for coordinating work between multiple AI…
|
B 77 5⁄5 | ||||||||
| 2566 |
Controls coding agents by enforcing structured implementation plans with PRs an…
|
B 77 5⁄5 | ||||||||
| 2567 |
A systematic reasoning MCP server for Claude Desktop, featuring Beam Search and…
|
B 77 5⁄4 | ||||||||
| 2568 |
Gives AI coding tools access to the CSS cascade the way DevTools does — which r…
|
B 77 5⁄4 | ||||||||
| 2569 |
Provides code repository indexing and semantic search capabilities, allowing na…
|
B 77 5⁄4 | ||||||||
| 2570 |
Enables AI assistants to interact with Jenkins CI/CD systems for build manageme…
|
B 77 5⁄5 | ||||||||
| 2571 |
Enables Claude to store and query personal finance transactions using semantic …
|
B 77 5⁄5 | ||||||||
| 2572 |
Perplexity Search MCP
Claim
Enables AI-powered search capabilities through Perplexity AI's continuously ref…
|
B 77 5⁄5 | ||||||||
| 2573 |
A TypeScript framework for building MCP servers with client session management …
|
B 77 5⁄5 | ||||||||
| 2574 |
MCP server allowing any and all command execution over CMD
|
B 77 5⁄5 | ||||||||
| 2575 |
Provides Claude with access to Shodan for IP address lookups, service discovery…
|
B 77 5⁄5 | ||||||||
| 2576 |
A MCP server for managing and storing code snippets in various programming lang…
|
B 77 5⁄5 | ||||||||
| 2577 |
Comprehensive DevOps and networking MCP server providing standardized access to…
|
B 77 5⁄4 | ||||||||
| 2578 |
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
|
B 77 5⁄5 | ||||||||
| 2579 |
Enables AI assistants to search and explore the Typst Universe package registry…
|
B 77 5⁄5 | ||||||||
| 2580 |
이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server
|
B 77 5⁄4 | ||||||||
| 2581 |
rag-code-mcp
Claim
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
|
B 77 5⁄4 | ||||||||
| 2582 |
Bootstrap MCP Server
Claim
A minimal MCP server template with hot reload support that helps developers qui…
|
B 77 5⁄4 | ||||||||
| 2583 |
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
|
B 77 5⁄5 | ||||||||
| 2584 |
An MCP server for task orchestration.
|
B 77 5⁄5 | ||||||||
| 2585 |
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
|
B 77 5⁄5 | ||||||||
| 2586 |
MCP server for persistent context management in AI coding assistants
|
B 77 5⁄4 | ||||||||
| 2587 |
Enables AI to perform peer review of its own code changes by displaying annotat…
|
B 77 5⁄4 | ||||||||
| 2588 |
npcpy
Claim
The python library for research and development in NLP, multimodal LLMs, Agents…
|
B 77 5⁄4 | ||||||||
| 2589 |
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
|
B 77 4⁄4 | ||||||||
| 2590 |
Basis Protocol
Claim
Stablecoin risk scores, wallet risk profiles, and transaction risk assessment.
|
B 77 4⁄4 | ||||||||
| 2591 |
Provides a standardized way to interact with MinIO object storage, allowing acc…
|
B 77 5⁄5 | ||||||||
| 2592 |
Enables accessing and extracting files from remote zip archives over HTTP, HTTP…
|
B 77 5⁄5 | ||||||||
| 2593 |
Enables AI agents to perform financial transactions such as direct payments, es…
|
B 77 5⁄5 | ||||||||
| 2594 |
Scout your MongoDB databases with AI - safety features, live monitoring, and da…
|
B 77 5⁄4 | ||||||||
| 2595 |
Enables execution of SQL queries against AWS Athena databases with schema disco…
|
B 77 5⁄5 | ||||||||
| 2596 |
|
B 77 5⁄4 | ||||||||
| 2597 |
Enables searching, browsing, and installing OriginUI components through the Mod…
|
B 77 5⁄5 | ||||||||
| 2598 |
Enables token-optimized browser automation with Playwright, featuring batch exe…
|
B 77 5⁄5 | ||||||||
| 2599 |
MCP server for cryptocurrency asset prices, exchange rates, and market metadata…
|
B 77 6⁄6 | ||||||||
| 2600 |
Enables access to Reddit data including posts, comments, user profiles, and sub…
|
B 77 5⁄5 | ||||||||