MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24501 |
An MCP server that provides a conversational interface to Firebase Rules API, a…
|
D 50 4⁄4 | ||||||||
| 24502 |
drift
Claim
Codebase intelligence for AI. Detects patterns & conventions + remembers decisi…
|
D 50 4⁄3 | ||||||||
| 24503 |
Discord MCP Server
Claim
A Discord bot server that integrates with Mastra's MCP Bot component to provide…
|
D 50 4⁄4 | ||||||||
| 24504 |
An MCP Server that enables interaction with Odisha's eDistrict services through…
|
D 50 4⁄4 | ||||||||
| 24505 |
MCP server for Volatility 3.x, allowing you to perform memory forensics analysi…
|
D 50 4⁄3 | ||||||||
| 24506 |
Metabase MCP Server
Claim
A Model Control Protocol server that enables AI assistants to interact with Met…
|
D 50 4⁄4 | ||||||||
| 24507 |
A powerful log bridging tool that synchronizes log information between Cocos Cr…
|
D 50 4⁄4 | ||||||||
| 24508 |
An MCP server for interacting with the HackathonWatch API, allowing users to ac…
|
D 50 4⁄4 | ||||||||
| 24509 |
Memara
Claim
Memara MCP Server provides persistent memory capabilities for Claude Desktop th…
|
D 50 3⁄3 | ||||||||
| 24510 |
Provide advanced oscilloscope and function generator capabilities to AI agents,…
|
D 50 4⁄3 | ||||||||
| 24511 |
A comprehensive Model Context Protocol server that enables interaction with Dis…
|
D 50 4⁄4 | ||||||||
| 24512 |
Enables interaction with Zuora's billing and subscription management platform t…
|
D 50 4⁄4 | ||||||||
| 24513 |
Notion MCP Server
Claim
A custom server that provides a REST API interface for Notion, allowing easy ac…
|
D 50 4⁄4 | ||||||||
| 24514 |
This server contains 5 tools. It could be used to identify critical facilities …
|
D 50 4⁄3 | ||||||||
| 24515 |
mcp-java-sdk-examples
Claim
A collection of MCP server examples developed by various Java SDKs
|
D 50 4⁄3 | ||||||||
| 24516 |
orchestraprime
Claim
Regulatory intelligence (FDA, ICH, EMA) and sanctions screening (OFAC, EU, UK) …
|
D 50 3⁄3 | ||||||||
| 24517 |
A template MCP server built with mcp-framework that provides a foundation for b…
|
D 50 4⁄3 | ||||||||
| 24518 |
Enables control and monitoring of Home Assistant smart home devices through MCP…
|
D 50 4⁄4 | ||||||||
| 24519 |
PDF RAG MCP Server
Claim
A document knowledge base system that enables users to upload PDFs and query th…
|
D 50 4⁄4 | ||||||||
| 24520 |
A local MCP server that discovers and shares session file paths between AI codi…
|
D 50 4⁄3 | ||||||||
| 24521 |
A Model Context Protocol server that provides EigenLayer documentation to AI as…
|
D 50 4⁄4 | ||||||||
| 24522 |
An MCP Server that provides a natural language interface to Google Cloud Resour…
|
D 50 4⁄4 | ||||||||
| 24523 |
A template for creating secure, remotely accessible MCP servers with OAuth auth…
|
D 50 4⁄4 | ||||||||
| 24524 |
Enables multi-agent code review with P0/P1/P2 severity scoring by orchestrating…
|
D 50 4⁄3 | ||||||||
| 24525 |
Enables AI agents to ask questions and review planning documents by connecting …
|
D 50 4⁄4 | ||||||||
| 24526 |
MCP server for Chilean financial regulation, providing economic indicators (UF,…
|
D 50 3⁄3 | ||||||||
| 24527 |
Generates personalized learning paths by integrating with YouTube, Google Drive…
|
D 50 4⁄4 | ||||||||
| 24528 |
Enables molecular design and simulation through 45 chemistry tools including pK…
|
D 50 4⁄4 | ||||||||
| 24529 |
An MCP server that enables interacting with Google's Indexing API, allowing age…
|
D 50 4⁄4 | ||||||||
| 24530 |
An MCP server for Sakura Cloud that enables interaction with cloud resources an…
|
D 50 4⁄4 | ||||||||
| 24531 |
choir-demo-docs
Claim
|
D 50 3⁄3 | ||||||||
| 24532 |
solana-mcp-server
Claim
mcp server that allows to do actual actions related to solana
first version add…
|
D 50 4⁄4 | ||||||||
| 24533 |
MCP server for md.md - provides team knowledge context to AI assistants
|
D 50 3⁄3 | ||||||||
| 24534 |
Enables AI assistants to access contextual knowledge from multiple repositories…
|
D 50 4⁄4 | ||||||||
| 24535 |
MCP NIF.PT
Claim
Enables querying and analyzing information about Portuguese companies using the…
|
D 50 4⁄4 | ||||||||
| 24536 |
A FastAPI-based JSON-RPC 2.0 server implementation that enables users to work w…
|
D 50 4⁄3 | ||||||||
| 24537 |
dealfront
Claim
|
D 50 3⁄3 | ||||||||
| 24538 |
Memara
Claim
Memara MCP Server provides persistent memory capabilities for Claude Desktop th…
|
D 50 3⁄3 | ||||||||
| 24539 |
Advanced machine learning platform with MCP integration that enables automated …
|
D 50 4⁄4 | ||||||||
| 24540 |
Enables AI assistants to request human input through a web interface, allowing …
|
D 50 4⁄3 | ||||||||
| 24541 |
|
D 50 3⁄3 | ||||||||
| 24542 |
WebDNA MCP Server
Claim
A custom server that integrates WebDNA documentation with AI assistants by scra…
|
D 50 4⁄4 | ||||||||
| 24543 |
A Python-based server that provides tools for querying domain WHOIS information…
|
D 50 4⁄4 | ||||||||
| 24544 |
awesome-hacking-lists
Claim
A curated collection of top-tier penetration testing tools and productivity uti…
|
D 50 3⁄3 | ||||||||
| 24545 |
Implements a Model Context Protocol server that provides context from CucumberS…
|
D 50 4⁄4 | ||||||||
| 24546 |
Get current weather for any city. Choose Celsius or Fahrenheit to match your pr…
|
D 50 3⁄3 | ||||||||
| 24547 |
A Model Context Protocol server implementation that allows AI models to interac…
|
D 50 4⁄3 | ||||||||
| 24548 |
vid-gen-ai-video-mixing
Claim
|
D 50 4⁄3 | ||||||||
| 24549 |
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Googl…
|
D 50 5⁄5 | ||||||||
| 24550 |
MCP Server
Claim
A Dify endpoint plugin that transforms a Dify application into a Model Control …
|
D 50 4⁄4 | ||||||||