MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 4 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2551 |
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
|
B 77 5⁄5 | ||||||||
| 2552 |
MCP server for building PocketBase apps really quickly - Need a front end quick…
|
B 77 5⁄4 | ||||||||
| 2553 |
archmcp
Claim
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
|
B 77 5⁄4 | ||||||||
| 2554 |
Multi-Memory MCP Server
Claim
A knowledge graph memory server using SQLite to provide persistent, isolated co…
|
B 77 5⁄5 | ||||||||
| 2555 |
Facilitate dynamic and reflective problem-solving through a structured thinking…
|
B 77 5⁄4 | ||||||||
| 2556 |
1:1 wrapping of abap-adt-api into a MCP server.
|
B 77 5⁄4 | ||||||||
| 2557 |
SmartKasa MCP Server
Claim
Enables AI assistants to interact with SmartKasa Ukrainian POS system through n…
|
B 77 5⁄5 | ||||||||
| 2558 |
Enables AI assistants to control Apple Music on macOS through AppleScript, prov…
|
B 77 5⁄5 | ||||||||
| 2559 |
Laravel MCP Companion
Claim
Provides instant access to comprehensive Laravel ecosystem documentation includ…
|
B 77 5⁄4 | ||||||||
| 2560 |
Clojars MCP Server for upto date dependency information of Clojure libraries
|
B 77 5⁄5 | ||||||||
| 2561 |
Automatically analyzes codebases and generates beautiful Mintlify-style documen…
|
B 77 5⁄5 | ||||||||
| 2562 |
Enables secure secrets management through the Doppler CLI via natural language …
|
B 77 5⁄5 | ||||||||
| 2563 |
Analyzes React component changes by performing structural analysis and generati…
|
B 77 5⁄5 | ||||||||
| 2564 |
Enables AI agents to securely access and manage Commvault environments, includi…
|
B 77 5⁄5 | ||||||||
| 2565 |
Enables AI assistants to interact with Gmail through OAuth2 authentication, all…
|
B 77 5⁄5 | ||||||||
| 2566 |
Enables AI models to fetch text content from URLs, extract links from web pages…
|
B 77 5⁄5 | ||||||||
| 2567 |
greptile-mcp
|
B 77 5⁄5 | ||||||||
| 2568 |
Multi-tier fallback chain for fetching web content as clean markdown. Handles t…
|
B 77 5⁄5 | ||||||||
| 2569 |
Enables web search via Serper API with advanced search operators and webpage sc…
|
B 77 5⁄5 | ||||||||
| 2570 |
MCP server for end-to-end trading on Kalshi prediction markets: discover, resea…
|
B 77 5⁄5 | ||||||||
| 2571 |
Fast domain availability checker. DNS + RDAP/WHOIS verification.
|
B 77 5⁄4 | ||||||||
| 2572 |
Provides intelligent command completion, validation, and contextual help for th…
|
B 77 5⁄5 | ||||||||
| 2573 |
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
|
B 77 5⁄4 | ||||||||
| 2574 |
ocireg-mcp
Claim
An SSE-based MCP server that allows LLM-powered applications to interact with O…
|
B 77 5⁄5 | ||||||||
| 2575 |
Excel MCP Server
Claim
Enables AI assistants to perform Excel file operations (create, read, write, fo…
|
B 77 5⁄4 | ||||||||
| 2576 |
Enables access to Reddit data including posts, comments, user profiles, and sub…
|
B 77 5⁄5 | ||||||||
| 2577 |
Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more …
|
B 77 5⁄4 | ||||||||
| 2578 |
MCP server for the Handbook API – manage handbook entries via CRUD, overview an…
|
B 77 5⁄5 | ||||||||
| 2579 |
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
|
B 77 4⁄4 | ||||||||
| 2580 |
Creates and manages encoded messages using zero-width characters and advanced U…
|
B 77 5⁄4 | ||||||||
| 2581 |
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
|
B 77 5⁄5 | ||||||||
| 2582 |
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
|
B 77 5⁄5 | ||||||||
| 2583 |
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
|
B 77 4⁄4 | ||||||||
| 2584 |
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
|
B 77 5⁄4 | ||||||||
| 2585 |
MCP server for context-aware royalty-free image search from Pexels and Unsplash
|
B 77 5⁄5 | ||||||||
| 2586 |
Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, cr…
|
B 77 5⁄5 | ||||||||
| 2587 |
Enables multi-agent orchestration and coordination using specialized, persisten…
|
B 77 5⁄4 | ||||||||
| 2588 |
Proof primitive for AI agents on MultiversX. Anchor file hashes on-chain as ver…
|
B 77 6⁄6 | ||||||||
| 2589 |
Provides structured web search capabilities optimized for technical and softwar…
|
B 77 5⁄5 | ||||||||
| 2590 |
ai-distiller-mcp
Claim
Extracts essential code structure from large codebases into AI-digestible forma…
|
B 77 5⁄4 | ||||||||
| 2591 |
All-in-one MCP server for Postgres development and operations, with tools for p…
|
B 77 5⁄4 | ||||||||
| 2592 |
Enables seamless email management through natural language conversations with C…
|
B 77 5⁄4 | ||||||||
| 2593 |
Enables secure access to Xplainable AI platform capabilities for managing machi…
|
B 77 5⁄5 | ||||||||
| 2594 |
Enables users to convert structured data into Token-Oriented Object Notation (T…
|
B 77 5⁄5 | ||||||||
| 2595 |
Enables access to Document360 knowledge base content through simple GET operati…
|
B 77 5⁄5 | ||||||||
| 2596 |
Node.js server implementing Model Context Protocol for secure read-only filesys…
|
B 77 5⁄4 | ||||||||
| 2597 |
Enables inspection and querying of Firestore data and Cloud Function logs withi…
|
B 77 5⁄5 | ||||||||
| 2598 |
Read, manipulate, and export Adobe Illustrator design data. 26 tools. macOS | W…
|
B 77 4⁄4 | ||||||||
| 2599 |
Enables AI assistants to intelligently select and switch between different AI m…
|
B 77 5⁄5 | ||||||||
| 2600 |
Perplexity Search MCP
Claim
Enables AI-powered search capabilities through Perplexity AI's continuously ref…
|
B 77 5⁄5 | ||||||||