MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
Newly Added
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|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7601 |
An MCP server for managing Incus virtual machines through structured tools for …
|
B 70 5⁄5 | ||||||||
| 7602 |
A version-aware Kubernetes documentation assistant that connects LLMs to truste…
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B 70 5⁄4 | ||||||||
| 7603 |
Enables AI assistants to query and fetch error and performance monitoring data …
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B 70 5⁄5 | ||||||||
| 7604 |
A local-first knowledge base server that enables AI clients to store, retrieve,…
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B 70 5⁄4 | ||||||||
| 7605 |
An MCP server that provides persistent memory for AI assistants by automaticall…
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B 70 5⁄4 | ||||||||
| 7606 |
Manages and analyzes personal information across email, social media, documents…
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B 70 5⁄5 | ||||||||
| 7607 |
Enables access to Yuque (语雀) documentation through cookie-based authentication,…
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B 70 5⁄4 | ||||||||
| 7608 |
A MCP server that enables human-in-the-loop workflow in AI-assisted development…
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B 70 5⁄4 | ||||||||
| 7609 |
An MCP server that enables users to visualize Supermemory document data as an i…
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B 70 5⁄5 | ||||||||
| 7610 |
A persistent semantic memory system for Claude Code that provides a structured,…
|
B 70 5⁄4 | ||||||||
| 7611 |
A server that enables vector and keyword search capabilities in Typesense datab…
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B 70 5⁄5 | ||||||||
| 7612 |
A Model Context Protocol server providing tools for querying Bitcoin blockchain…
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B 70 5⁄5 | ||||||||
| 7613 |
Provides text analysis tools including TF-IDF document search and text profilin…
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B 70 5⁄5 | ||||||||
| 7614 |
A Model Context Protocol (MCP) server that provides LLMs with real-time access …
|
B 70 5⁄5 | ||||||||
| 7615 |
A local, fully-offline MCP memory server that enables persistent storage and re…
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B 70 5⁄5 | ||||||||
| 7616 |
Provides a suite of tools for running Cargo commands and interacting with Rust …
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B 70 5⁄5 | ||||||||
| 7617 |
InDesign MCP Server
Claim
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
|
B 70 5⁄4 | ||||||||
| 7618 |
Salesforce MCP Server
|
B 70 5⁄5 | ||||||||
| 7619 |
A MCP server that send desktop notifications with sound effect when agent tasks…
|
B 70 5⁄4 | ||||||||
| 7620 |
Markitdown MCP Server
Claim
Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTM…
|
B 70 5⁄5 | ||||||||
| 7621 |
MCP server for searching horse boarding facilities and trainers across the Unit…
|
B 70 4⁄4 | ||||||||
| 7622 |
A Model Context Protocol (MCP) server for fetching Rust crate documentation fro…
|
B 70 5⁄5 | ||||||||
| 7623 |
A local Model Context Protocol server that allows LLMs to securely execute shel…
|
B 70 5⁄5 | ||||||||
| 7624 |
Enables AI agents to interact with HyperLend protocol and Kittenswap DEX on Hyp…
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B 70 5⁄5 | ||||||||
| 7625 |
Palo Alto Device Server
Claim
Enables management of Palo Alto firewalls through their REST API, including sys…
|
B 70 5⁄5 | ||||||||
| 7626 |
Provide token-optimized, structured YouTube data to enhance your LLM applicatio…
|
B 70 6⁄6 | ||||||||
| 7627 |
Automates git worktree management with iTerm2 integration for Claude Code, allo…
|
B 70 5⁄4 | ||||||||
| 7628 |
An MCP server that enables multi-provider AI collaboration using models like De…
|
B 70 5⁄5 | ||||||||
| 7629 |
MCP Maximo Server
Claim
Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify …
|
B 70 5⁄5 | ||||||||
| 7630 |
Connects AI coding agents to a shared knowledge base by allowing them to search…
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B 70 5⁄5 | ||||||||
| 7631 |
Enables interaction with TIDAL music streaming service through 27 tools for sea…
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B 70 5⁄5 | ||||||||
| 7632 |
MCP server for Motor Current Signature Analysis — fault detection in electric m…
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B 70 5⁄4 | ||||||||
| 7633 |
Enables querying WSPR beacon data including live spots, band activity, top beac…
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B 70 5⁄4 | ||||||||
| 7634 |
|
B 70 5⁄4 | ||||||||
| 7635 |
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube…
|
B 70 5⁄4 | ||||||||
| 7636 |
Enables advanced pattern management and synchronization for development workflo…
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B 70 5⁄5 | ||||||||
| 7637 |
Enables AI agents to manage Mochi.cards flashcards, including browsing decks, s…
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B 70 5⁄5 | ||||||||
| 7638 |
A configurable MCP server that adapts any HTTP API into an MCP toolset with gen…
|
B 70 5⁄5 | ||||||||
| 7639 |
Provides a natural language interface for single-cell RNA-Seq analysis using th…
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B 70 5⁄5 | ||||||||
| 7640 |
Provides hierarchical RAG over 299 Lenny Rachitsky podcast transcripts for prod…
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B 70 5⁄5 | ||||||||
| 7641 |
An MCP server that connects Claude to WhatsApp for reading group messages, sear…
|
B 70 5⁄4 | ||||||||
| 7642 |
A Model Context Protocol server that enables AI assistants to interact with Twi…
|
B 70 5⁄5 | ||||||||
| 7643 |
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
|
B 70 5⁄5 | ||||||||
| 7644 |
Enables AI assistants to trigger and interact with Make automation workflows by…
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B 70 5⁄5 | ||||||||
| 7645 |
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
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B 70 5⁄5 | ||||||||
| 7646 |
A production-ready MCP server for macOS that provides async, cache-backed acces…
|
B 70 5⁄4 | ||||||||
| 7647 |
csv-editor
Claim
Stateful CSV editing MCP server for AI assistants — sessions, undo/redo, auto-s…
|
B 70 5⁄5 | ||||||||
| 7648 |
Polish legislation via MCP — full-text search across statutes and provisions
|
B 70 5⁄5 | ||||||||
| 7649 |
Provides real-time hot trending topics and heat indices from nine major Chinese…
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B 70 5⁄5 | ||||||||
| 7650 |
Enables AI agents to interact with IBM FileNet Content Manager for document and…
|
B 70 5⁄5 | ||||||||