MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12701 |
Provide a scaffold for building MCP servers with tools and resources integratio…
|
C 60 5⁄4 | ||||||||
| 12702 |
Enables AI assistants to store and retrieve data using the Walrus decentralized…
|
C 60 6⁄6 | ||||||||
| 12703 |
FAQ RAG MCP Server
Claim
Enables semantic search and question-answering over FAQ documents using RAG (Re…
|
C 60 5⁄5 | ||||||||
| 12704 |
Open-source MCP server for secure, low-latency cloud-browser automation on Kern…
|
C 60 6⁄6 | ||||||||
| 12705 |
A FastMCP server providing 25 tools for interacting with the YouTube Data API v…
|
C 60 5⁄5 | ||||||||
| 12706 |
Enables keyword searching across ManualWorks documents by combining document an…
|
C 60 5⁄5 | ||||||||
| 12707 |
🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP…
|
C 60 5⁄5 | ||||||||
| 12708 |
Token-efficient search for coding agents over public and private documentation.
|
C 60 6⁄6 | ||||||||
| 12709 |
Enables AI assistants to search PyPI packages and retrieve detailed metadata, v…
|
C 60 5⁄5 | ||||||||
| 12710 |
Use Tavily Search to search for news pages or images.
|
C 60 5⁄5 | ||||||||
| 12711 |
MCP Time Server
Claim
A minimal MCP server that provides current time information with configurable t…
|
C 60 5⁄5 | ||||||||
| 12712 |
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
|
C 60 6⁄6 | ||||||||
| 12713 |
An MCP server that tracks the historical changes of Twitter usernames.
|
C 60 5⁄5 | ||||||||
| 12714 |
A demo server that allows AI models to manage a personal reading list stored in…
|
C 60 5⁄4 | ||||||||
| 12715 |
Provides advanced JWT auditing tools including decoding, vulnerability analysis…
|
C 60 5⁄4 | ||||||||
| 12716 |
Whimsical MCP Server
Claim
Enables programmatic creation of Whimsical diagrams from Mermaid markup generat…
|
C 60 5⁄5 | ||||||||
| 12717 |
Provides tools for structuring complex problems through narrative-based sequent…
|
C 60 6⁄4 | ||||||||
| 12718 |
Enables searching personal knowledge vaults using hybrid semantic and keyword m…
|
C 60 5⁄5 | ||||||||
| 12719 |
A Model Context Protocol server that enables Claude to interact with WhatsApp t…
|
C 60 6⁄6 | ||||||||
| 12720 |
MCP server for AiList — search and discover Ai projects from Claude Code
|
C 60 6⁄4 | ||||||||
| 12721 |
Manual SQLite MCP Server
Claim
Enables direct interaction with a SQLite database through custom-mapped tools f…
|
C 60 5⁄4 | ||||||||
| 12722 |
An MCP protocol server that enables web search functionality using the Tavily A…
|
C 60 5⁄5 | ||||||||
| 12723 |
MCP Server for ThoughtSpot - provides OAuth authentication and tools for queryi…
|
C 60 6⁄6 | ||||||||
| 12724 |
An MCP server that provides AI assistants access to the Beeminder API, allowing…
|
C 60 5⁄5 | ||||||||
| 12725 |
Enables automated interaction with Xiaohongshu (Little Red Book) platform inclu…
|
C 60 5⁄4 | ||||||||
| 12726 |
MCP server for persistent Julia sessions — fast iteration without startup/compi…
|
C 60 5⁄4 | ||||||||
| 12727 |
Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to …
|
C 60 5⁄5 | ||||||||
| 12728 |
Enables LLMs to interact with the Google Ads API to retrieve account informatio…
|
C 60 5⁄5 | ||||||||
| 12729 |
A Model Context Protocol server that enables AI assistants to explore and inter…
|
C 60 5⁄4 | ||||||||
| 12730 |
reddit-research-mcp
Claim
Turn Reddit's chaos into structured insights with full citations - MCP server f…
|
C 60 6⁄6 | ||||||||
| 12731 |
LangChain MCP
Claim
A Multi-Server Control Plane system that enables natural language querying of j…
|
C 60 5⁄5 | ||||||||
| 12732 |
Enables fetching real-time stock prices from Yahoo Finance through Claude AI's …
|
C 60 5⁄5 | ||||||||
| 12733 |
Voicevox MCP Server
Claim
A server that enables Claude 3.7 and other AI agents to access VOICEVOX-compati…
|
C 60 5⁄5 | ||||||||
| 12734 |
|
C 60 6⁄6 | ||||||||
| 12735 |
A Model Context Protocol server that synchronizes Markdown files with Notion pa…
|
C 60 5⁄5 | ||||||||
| 12736 |
🌎 🔧 Earthdata MCP Server.
|
C 60 5⁄5 | ||||||||
| 12737 |
A Python application that automatically generates different types of mind maps …
|
C 60 5⁄4 | ||||||||
| 12738 |
An MCP server that interfaces with SIEMENS WinCC Unified SCADA systems via Grap…
|
C 60 5⁄5 | ||||||||
| 12739 |
Enables AI assistants to search for academic papers by DOI, title, or keywords …
|
C 60 5⁄5 | ||||||||
| 12740 |
Enables document conversion between PDF, DOCX, and Markdown formats to facilita…
|
C 60 5⁄4 | ||||||||
| 12741 |
mm-mcp
Claim
|
C 60 5⁄4 | ||||||||
| 12742 |
AI-driven browser automation server that implements the Model Context Protocol …
|
C 60 5⁄5 | ||||||||
| 12743 |
Provides read-only access to Velero backup and schedule resources in Kubernetes…
|
C 60 5⁄5 | ||||||||
| 12744 |
Enables integration with financial transaction data through REST APIs, PostgreS…
|
C 60 5⁄5 | ||||||||
| 12745 |
Barebones MCP Server
Claim
A minimal, dockerized template for creating HTTP-based Model Context Protocol s…
|
C 60 5⁄5 | ||||||||
| 12746 |
An MCP server that enables interaction with the Transport Department of Puduche…
|
C 60 5⁄4 | ||||||||
| 12747 |
*Updated December 9th 2025**
Manage your Microsoft 365 services effortlessly. C…
|
C 60 5⁄4 | ||||||||
| 12748 |
Claude Code can't do everything well.
This MCP covers Claude Code's weaknesses …
|
C 60 5⁄4 | ||||||||
| 12749 |
Enables AI assistants to interact with Deephaven real-time data systems, allowi…
|
C 60 5⁄5 | ||||||||
| 12750 |
An MCP server implementation that allows Large Language Models to directly inte…
|
C 60 5⁄5 | ||||||||