MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7501 |
Provides a natural language interface for single-cell RNA-Seq analysis using th…
|
B 70 5⁄5 | ||||||||
| 7502 |
Enables comprehensive interaction with ERPNext systems through natural language…
|
B 70 5⁄5 | ||||||||
| 7503 |
A TypeScript server implementing the Model Context Protocol (MCP) that provides…
|
B 70 5⁄5 | ||||||||
| 7504 |
A self-hosted MCP server that provides AI assistants with a shared, persistent …
|
B 70 5⁄4 | ||||||||
| 7505 |
Enable seamless interaction with Google Calendar through a secure and comprehen…
|
B 70 5⁄5 | ||||||||
| 7506 |
Connect to your Gumroad account to query sales, subscribers, and products. Filt…
|
B 70 5⁄5 | ||||||||
| 7507 |
Chat with your codebase through intelligent code searching without embeddings b…
|
B 70 5⁄5 | ||||||||
| 7508 |
MCP server for hh.ru jobs API — vacancy search, salary stats, employers, region…
|
B 70 4⁄4 | ||||||||
| 7509 |
Brevo MCP is a streamlined control panel for managing all Brevo API capabilitie…
|
B 70 5⁄5 | ||||||||
| 7510 |
Production-ready MCP server for real-time network traffic analysis and packet c…
|
B 70 5⁄4 | ||||||||
| 7511 |
Generate high-quality images and videos using FAL AI models with seamless autom…
|
B 70 5⁄5 | ||||||||
| 7512 |
An MCP server acting as an adapter into the [ACP](https://agentcommunicationpro…
|
B 70 5⁄4 | ||||||||
| 7513 |
lightcms
Claim
AI-native CMS with 41 MCP tools for managing websites through natural language.
|
B 70 5⁄4 | ||||||||
| 7514 |
A graph-based MCP server that discovers, resolves dependencies, and installs th…
|
B 70 5⁄5 | ||||||||
| 7515 |
A cloud-based vector memory service that provides AI assistants with persistent…
|
B 70 5⁄5 | ||||||||
| 7516 |
Search Etsy listings, fetch shop details, and explore trending products. Create…
|
B 70 5⁄4 | ||||||||
| 7517 |
On-demand access to amCharts 5 docs, code examples, and API reference
|
B 70 5⁄4 | ||||||||
| 7518 |
An MCP server for navigating thought processes using branches, supporting thoug…
|
B 70 5⁄5 | ||||||||
| 7519 |
RAG MCP Server
Claim
Combines a knowledge graph with RAG (Retrieval-Augmented Generation) capabiliti…
|
B 70 5⁄4 | ||||||||
| 7520 |
A Model Context Protocol server providing real-time stock data and options anal…
|
B 70 5⁄5 | ||||||||
| 7521 |
A Model Context Protocol server implementation for interacting with Salesforce …
|
B 70 5⁄5 | ||||||||
| 7522 |
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
|
B 70 5⁄4 | ||||||||
| 7523 |
A framework to use with AI to easily create a server for any service. Just drop…
|
B 70 5⁄4 | ||||||||
| 7524 |
MCP Maximo Server
Claim
Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify …
|
B 70 5⁄5 | ||||||||
| 7525 |
Provide real-time and historical weather data, forecasts, alerts, and station i…
|
B 70 5⁄5 | ||||||||
| 7526 |
Search the web for information effortlessly. Leverage the power of the Tavily A…
|
B 70 5⁄5 | ||||||||
| 7527 |
Exposes LangChain and Anthropic Claude capabilities as tools for generating pro…
|
B 70 5⁄5 | ||||||||
| 7528 |
A production-ready MCP server that enables multiple AI agents to collaborate th…
|
B 70 5⁄4 | ||||||||
| 7529 |
MCP Azure Project
Claim
This MCP server integrates with Azure AI Foundry's Claude deployment to provide…
|
B 70 5⁄5 | ||||||||
| 7530 |
Query AWS DynamoDB databases using natural language requests. Access and manage…
|
B 70 5⁄5 | ||||||||
| 7531 |
Enables monitoring and querying of Datadog metrics for Kubernetes clusters, APM…
|
B 70 5⁄5 | ||||||||
| 7532 |
Provide your AI system with reliable, peer-reviewed medical information about d…
|
B 70 5⁄5 | ||||||||
| 7533 |
A Model Context Protocol server that connects MCP-compatible clients like Claud…
|
B 70 5⁄5 | ||||||||
| 7534 |
Enables Claude to read and analyze PDF documents with automatic OCR processing …
|
B 70 5⁄4 | ||||||||
| 7535 |
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
|
B 70 5⁄5 | ||||||||
| 7536 |
Enables developers to search and access NicePay payment API documentation, incl…
|
B 70 5⁄5 | ||||||||
| 7537 |
Provides persistent memory and context continuity for AI agents using Zep's Gra…
|
B 70 5⁄5 | ||||||||
| 7538 |
Enables AI assistants to safely query MySQL databases with read-only access by …
|
B 70 5⁄5 | ||||||||
| 7539 |
Provides real-time Indian stock market analysis, including live price tracking,…
|
B 70 5⁄5 | ||||||||
| 7540 |
A toolkit for managing Claude desktop app extension configurations, enabling fe…
|
B 70 5⁄5 | ||||||||
| 7541 |
MCP server for code archaeology: git blame, file history, contributors, and co-…
|
B 70 5⁄5 | ||||||||
| 7542 |
Provides AI assistants with persistent memory through local ChromaDB vector sto…
|
B 70 5⁄5 | ||||||||
| 7543 |
MCP server for Huntress API integration
|
B 70 5⁄5 | ||||||||
| 7544 |
A Model Context Protocol server that enables LLMs like Claude to interact with …
|
B 70 5⁄5 | ||||||||
| 7545 |
Enables AI systems to interact with mobile and desktop applications through Fri…
|
B 70 5⁄5 | ||||||||
| 7546 |
Enables advanced pattern management and synchronization for development workflo…
|
B 70 5⁄5 | ||||||||
| 7547 |
An MCP server that retrieves and provides AI model information from OpenAI, Ant…
|
B 70 5⁄5 | ||||||||
| 7548 |
Enables academic research through Google Scholar by searching for papers, findi…
|
B 70 5⁄5 | ||||||||
| 7549 |
|
B 70 5⁄4 | ||||||||
| 7550 |
Enables interaction with Descope's Management APIs to search audit logs and use…
|
B 70 5⁄5 | ||||||||